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André Carlos Ponce de Leon Ferreira de Carvalho CpE Member

Personal information

  • HS Health Sciences
  • LS Life Sciences
  • MU Multidisciplinary
  • PS Physical Sciences
  • SH Social Sciences & Humanities
Name Links Major Area Area
Alexandre Cláudio Botazzo DELBEM Ciências Exatas e da Terra Ciência da Computação
Aluizio Fausto Ribeiro ARAÚJO Ciências Exatas e da Terra Ciência da Computação
Antonio Nelson Rodrigues da SILVA Engenharias Engenharia de Transportes
Arthur Plínio de Souza BRAGA Engenharias Engenharia Elétrica
Carlos Renato Lisboa FRANCÊS Ciências Exatas e da Terra Ciência da Computação
Célia Ghedini RALHA Ciências Exatas e da Terra Ciência da Computação
Flávia Maria SANTORO Ciências Exatas e da Terra Ciência da Computação
Guilherme Corrêa de OLIVEIRA Ciências Biológicas Bioquímica
Guilherme Vanoni POLANCZYK CpE Ciências da Saúde Medicina
Jorge Yoshio KANDA Ciências Sociais Aplicadas Administração
Jose Alexandre Felizola Diniz FILHO Ciências Biológicas Ecologia
Jose Carlos MALDONADO Ciências Exatas e da Terra Ciência da Computação
Leandro Nunes de Castro SILVA Ciências Exatas e da Terra Ciência da Computação
Mariana Pires de Campos TELLES Ciências Biológicas Genética
Paulo Gabriel Gadelha QUEIROZ Ciências Exatas e da Terra Ciência da Computação
Raul Sidnei WAZLAWICK Ciências Exatas e da Terra Ciência da Computação
Renata Pontin de Mattos FORTES Ciências Exatas e da Terra Ciência da Computação
Ricardo Bastos Cavalcante PRUDENCIO Ciências Exatas e da Terra Ciência da Computação
Rita Maria da Silva JULIA Ciências Exatas e da Terra Ciência da Computação
Sandra Maria ALUÍSIO Ciências Exatas e da Terra Ciência da Computação
Thannya Nascimento SOARES Ciências Biológicas Genética
Figure 1. Number of publications per year and by type, considering all publications.
Figure 1. ASJC most frequent by year.
Table 1. Frequency of ASJC (code, name and group) per year.
Code Name Group Year Frequency
1700 General Computer Science Physical Sciences 2024 13
1301 Biochemistry, Genetics and Molecular Biology (miscellaneous) Life Sciences 2024 4
1402 Accounting Social Sciences & Humanities 2024 1
1706 Computer Science Applications Physical Sciences 2024 1
1400 General Business, Management and Accounting Social Sciences & Humanities 2024 1
3500 General Dentistry Health Sciences 2024 1
3300 General Social Sciences Social Sciences & Humanities 2024 1
1710 Information Systems Physical Sciences 2024 1
1802 Information Systems and Management Social Sciences & Humanities 2024 1
3504 Oral Surgery Health Sciences 2024 1
2739 Public Health, Environmental and Occupational Health Health Sciences 2024 1
1700 General Computer Science Physical Sciences 2023 13
1301 Biochemistry, Genetics and Molecular Biology (miscellaneous) Life Sciences 2023 2
1103 Animal Science and Zoology Life Sciences 2023 1
1702 Artificial Intelligence Physical Sciences 2023 1
1701 Computer Science (miscellaneous) Physical Sciences 2023 1
2300 General Environmental Science Physical Sciences 2023 1
3309 Library and Information Sciences Social Sciences & Humanities 2023 1
1803 Management Science and Operations Research Social Sciences & Humanities 2023 1
2701 Medicine (miscellaneous) Health Sciences 2023 1
3504 Oral Surgery Health Sciences 2023 1
1702 Artificial Intelligence Physical Sciences 2022 5
1701 Computer Science (miscellaneous) Physical Sciences 2022 3
1301 Biochemistry, Genetics and Molecular Biology (miscellaneous) Life Sciences 2022 2
1700 General Computer Science Physical Sciences 2022 2
1201 Arts and Humanities (miscellaneous) Social Sciences & Humanities 2022 1
2102 Energy Engineering and Power Technology Physical Sciences 2022 1
2400 General Immunology and Microbiology Life Sciences 2022 1
1802 Information Systems and Management Social Sciences & Humanities 2022 1
2601 Mathematics (miscellaneous) Physical Sciences 2022 1
3101 Physics and Astronomy (miscellaneous) Physical Sciences 2022 1
1701 Computer Science (miscellaneous) Physical Sciences 2021 10
1301 Biochemistry, Genetics and Molecular Biology (miscellaneous) Life Sciences 2021 4
1702 Artificial Intelligence Physical Sciences 2021 2
1101 Agricultural and Biological Sciences (miscellaneous) Life Sciences 2021 1
1706 Computer Science Applications Physical Sciences 2021 1
1700 General Computer Science Physical Sciences 2021 1
2000 General Economics, Econometrics and Finance Social Sciences & Humanities 2021 1
2501 Materials Science (miscellaneous) Physical Sciences 2021 1
2916 Nutrition and Dietetics Health Sciences 2021 1
1211 Philosophy Social Sciences & Humanities 2021 1
1702 Artificial Intelligence Physical Sciences 2020 6
1701 Computer Science (miscellaneous) Physical Sciences 2020 6
1301 Biochemistry, Genetics and Molecular Biology (miscellaneous) Life Sciences 2020 1
2201 Engineering (miscellaneous) Physical Sciences 2020 1
1700 General Computer Science Physical Sciences 2020 1
2718 Health Informatics Health Sciences 2020 1
2501 Materials Science (miscellaneous) Physical Sciences 2020 1
3201 Psychology (miscellaneous) Social Sciences & Humanities 2020 1
1701 Computer Science (miscellaneous) Physical Sciences 2019 13
1702 Artificial Intelligence Physical Sciences 2019 10
1301 Biochemistry, Genetics and Molecular Biology (miscellaneous) Life Sciences 2019 1
2208 Electrical and Electronic Engineering Physical Sciences 2019 1
2301 Environmental Science (miscellaneous) Physical Sciences 2019 1
2701 Medicine (miscellaneous) Health Sciences 2019 1
1701 Computer Science (miscellaneous) Physical Sciences 2018 10
1702 Artificial Intelligence Physical Sciences 2018 9
1706 Computer Science Applications Physical Sciences 2018 2
1301 Biochemistry, Genetics and Molecular Biology (miscellaneous) Life Sciences 2018 1
3304 Education Social Sciences & Humanities 2018 1
2501 Materials Science (miscellaneous) Physical Sciences 2018 1
1701 Computer Science (miscellaneous) Physical Sciences 2017 7
1702 Artificial Intelligence Physical Sciences 2017 6
3304 Education Social Sciences & Humanities 2017 2
1101 Agricultural and Biological Sciences (miscellaneous) Life Sciences 2017 1
1706 Computer Science Applications Physical Sciences 2017 1
2208 Electrical and Electronic Engineering Physical Sciences 2017 1
2718 Health Informatics Health Sciences 2017 1
1702 Artificial Intelligence Physical Sciences 2016 10
1701 Computer Science (miscellaneous) Physical Sciences 2016 6
1301 Biochemistry, Genetics and Molecular Biology (miscellaneous) Life Sciences 2016 1
1706 Computer Science Applications Physical Sciences 2016 1
1700 General Computer Science Physical Sciences 2016 1
1702 Artificial Intelligence Physical Sciences 2015 12
1701 Computer Science (miscellaneous) Physical Sciences 2015 9
1301 Biochemistry, Genetics and Molecular Biology (miscellaneous) Life Sciences 2015 2
2701 Medicine (miscellaneous) Health Sciences 2015 1
1110 Plant Science Life Sciences 2015 1
1701 Computer Science (miscellaneous) Physical Sciences 2014 11
1702 Artificial Intelligence Physical Sciences 2014 7
1301 Biochemistry, Genetics and Molecular Biology (miscellaneous) Life Sciences 2014 2
1706 Computer Science Applications Physical Sciences 2014 1
3304 Education Social Sciences & Humanities 2014 1
1701 Computer Science (miscellaneous) Physical Sciences 2013 9
1702 Artificial Intelligence Physical Sciences 2013 7
1301 Biochemistry, Genetics and Molecular Biology (miscellaneous) Life Sciences 2013 1
3101 Physics and Astronomy (miscellaneous) Physical Sciences 2013 1
1702 Artificial Intelligence Physical Sciences 2012 13
1701 Computer Science (miscellaneous) Physical Sciences 2012 6
1301 Biochemistry, Genetics and Molecular Biology (miscellaneous) Life Sciences 2012 1
2204 Biomedical Engineering Physical Sciences 2012 1
1706 Computer Science Applications Physical Sciences 2012 1
2601 Mathematics (miscellaneous) Physical Sciences 2012 1
1213 Visual Arts and Performing Arts Social Sciences & Humanities 2012 1
1702 Artificial Intelligence Physical Sciences 2011 9
1701 Computer Science (miscellaneous) Physical Sciences 2011 9
1301 Biochemistry, Genetics and Molecular Biology (miscellaneous) Life Sciences 2011 2
1706 Computer Science Applications Physical Sciences 2011 1
2208 Electrical and Electronic Engineering Physical Sciences 2011 1
1700 General Computer Science Physical Sciences 2011 1
3101 Physics and Astronomy (miscellaneous) Physical Sciences 2011 1
1701 Computer Science (miscellaneous) Physical Sciences 2010 13
1702 Artificial Intelligence Physical Sciences 2010 7
1301 Biochemistry, Genetics and Molecular Biology (miscellaneous) Life Sciences 2010 2
1700 General Computer Science Physical Sciences 2010 1
1702 Artificial Intelligence Physical Sciences 2009 14
1701 Computer Science (miscellaneous) Physical Sciences 2009 9
1301 Biochemistry, Genetics and Molecular Biology (miscellaneous) Life Sciences 2009 3
2201 Engineering (miscellaneous) Physical Sciences 2009 1
1213 Visual Arts and Performing Arts Social Sciences & Humanities 2009 1
1702 Artificial Intelligence Physical Sciences 2008 14
1701 Computer Science (miscellaneous) Physical Sciences 2008 7
1301 Biochemistry, Genetics and Molecular Biology (miscellaneous) Life Sciences 2008 2
2201 Engineering (miscellaneous) Physical Sciences 2008 1
1700 General Computer Science Physical Sciences 2008 1
1702 Artificial Intelligence Physical Sciences 2007 15
1701 Computer Science (miscellaneous) Physical Sciences 2007 4
1301 Biochemistry, Genetics and Molecular Biology (miscellaneous) Life Sciences 2007 3
1706 Computer Science Applications Physical Sciences 2007 2
2201 Engineering (miscellaneous) Physical Sciences 2007 1
1106 Food Science Life Sciences 2007 1
1702 Artificial Intelligence Physical Sciences 2006 8
1701 Computer Science (miscellaneous) Physical Sciences 2006 7
2201 Engineering (miscellaneous) Physical Sciences 2006 2
1702 Artificial Intelligence Physical Sciences 2005 10
2201 Engineering (miscellaneous) Physical Sciences 2005 4
1301 Biochemistry, Genetics and Molecular Biology (miscellaneous) Life Sciences 2005 2
1701 Computer Science (miscellaneous) Physical Sciences 2005 2
2100 General Energy Physical Sciences 2005 1
1702 Artificial Intelligence Physical Sciences 2004 13
1701 Computer Science (miscellaneous) Physical Sciences 2004 2
2102 Energy Engineering and Power Technology Physical Sciences 2004 2
2201 Engineering (miscellaneous) Physical Sciences 2004 2
1700 General Computer Science Physical Sciences 2004 2
1101 Agricultural and Biological Sciences (miscellaneous) Life Sciences 2004 1
1301 Biochemistry, Genetics and Molecular Biology (miscellaneous) Life Sciences 2004 1
1705 Computer Networks and Communications Physical Sciences 2004 1
1706 Computer Science Applications Physical Sciences 2004 1
2208 Electrical and Electronic Engineering Physical Sciences 2004 1
2100 General Energy Physical Sciences 2004 1
2801 Neuroscience (miscellaneous) Life Sciences 2004 1
1711 Signal Processing Physical Sciences 2004 1
1702 Artificial Intelligence Physical Sciences 2003 13
1701 Computer Science (miscellaneous) Physical Sciences 2003 12
1402 Accounting Social Sciences & Humanities 2003 1
1301 Biochemistry, Genetics and Molecular Biology (miscellaneous) Life Sciences 2003 1
1601 Chemistry (miscellaneous) Physical Sciences 2003 1
2201 Engineering (miscellaneous) Physical Sciences 2003 1
1700 General Computer Science Physical Sciences 2003 1
2801 Neuroscience (miscellaneous) Life Sciences 2003 1
1702 Artificial Intelligence Physical Sciences 2002 7
1706 Computer Science Applications Physical Sciences 2002 6
1701 Computer Science (miscellaneous) Physical Sciences 2002 4
2501 Materials Science (miscellaneous) Physical Sciences 2002 3
1301 Biochemistry, Genetics and Molecular Biology (miscellaneous) Life Sciences 2002 2
2204 Biomedical Engineering Physical Sciences 2002 2
2208 Electrical and Electronic Engineering Physical Sciences 2002 2
2201 Engineering (miscellaneous) Physical Sciences 2002 2
1102 Agronomy and Crop Science Life Sciences 2002 1
1106 Food Science Life Sciences 2002 1
3101 Physics and Astronomy (miscellaneous) Physical Sciences 2002 1
1702 Artificial Intelligence Physical Sciences 2001 14
1701 Computer Science (miscellaneous) Physical Sciences 2001 2
2208 Electrical and Electronic Engineering Physical Sciences 2001 2
2204 Biomedical Engineering Physical Sciences 2001 1
1706 Computer Science Applications Physical Sciences 2001 1
3104 Condensed Matter Physics Physical Sciences 2001 1
1702 Artificial Intelligence Physical Sciences 2000 4
2102 Energy Engineering and Power Technology Physical Sciences 2000 2
1402 Accounting Social Sciences & Humanities 2000 1
1701 Computer Science (miscellaneous) Physical Sciences 2000 1
2200 General Engineering Physical Sciences 2000 1
1702 Artificial Intelligence Physical Sciences 1999 11
1701 Computer Science (miscellaneous) Physical Sciences 1999 3
2208 Electrical and Electronic Engineering Physical Sciences 1999 2
2204 Biomedical Engineering Physical Sciences 1999 1
1401 Business, Management and Accounting (miscellaneous) Social Sciences & Humanities 1999 1
2002 Economics and Econometrics Social Sciences & Humanities 1999 1
2201 Engineering (miscellaneous) Physical Sciences 1999 1
1702 Artificial Intelligence Physical Sciences 1998 20
2102 Energy Engineering and Power Technology Physical Sciences 1998 5
1701 Computer Science (miscellaneous) Physical Sciences 1998 2
3304 Education Social Sciences & Humanities 1998 2
2100 General Energy Physical Sciences 1998 2
1301 Biochemistry, Genetics and Molecular Biology (miscellaneous) Life Sciences 1998 1
1601 Chemistry (miscellaneous) Physical Sciences 1998 1
1705 Computer Networks and Communications Physical Sciences 1998 1
1706 Computer Science Applications Physical Sciences 1998 1
2208 Electrical and Electronic Engineering Physical Sciences 1998 1
2201 Engineering (miscellaneous) Physical Sciences 1998 1
2301 Environmental Science (miscellaneous) Physical Sciences 1998 1
1700 General Computer Science Physical Sciences 1998 1
2801 Neuroscience (miscellaneous) Life Sciences 1998 1
1702 Artificial Intelligence Physical Sciences 1997 7
1701 Computer Science (miscellaneous) Physical Sciences 1997 6
1402 Accounting Social Sciences & Humanities 1997 2
1706 Computer Science Applications Physical Sciences 1997 2
1705 Computer Networks and Communications Physical Sciences 1997 1
2208 Electrical and Electronic Engineering Physical Sciences 1997 1
2102 Energy Engineering and Power Technology Physical Sciences 1997 1
2100 General Energy Physical Sciences 1997 1
2800 General Neuroscience Life Sciences 1997 1
1702 Artificial Intelligence Physical Sciences 1996 4
2204 Biomedical Engineering Physical Sciences 1996 1
2801 Neuroscience (miscellaneous) Life Sciences 1996 1
1702 Artificial Intelligence Physical Sciences 1995 6
1702 Artificial Intelligence Physical Sciences 1994 3
1700 General Computer Science Physical Sciences 1994 1
1702 Artificial Intelligence Physical Sciences 1993 1
1700 General Computer Science Physical Sciences 1993 1
1702 Artificial Intelligence Physical Sciences 1992 5
1701 Computer Science (miscellaneous) Physical Sciences 1992 1
1702 Artificial Intelligence Physical Sciences 1991 2
1702 Artificial Intelligence Physical Sciences 1990 1
  1. Physical Sciences General Computer Science
    Menezes ANGELO; Peterlevitz AUGUSTO; Chinelatto MATEUS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2024. Efficient parameter mining and freezing for continual object detection. In: 19th international conference on computer vision theory and applications. Brasil.
  2. Physical Sciences General Computer Science
    Hidelberg O ALBUQUERQUE; Ellen SOUZA; Tainan SILVA; Rafael P GOUVEIA; Flavio JUNIOR et al. 2024. Ulyssesnerq: expanding queries from brazilian portuguese legislative documents through named entity recognition. In: 16th international conference on computational processing of portuguese. Brasil.
  3. Physical Sciences General Computer Science
    Diany PRESSATO; Flávio Rocha JUNIOR; Felipe Alves SIQUEIRA; Ellen SOUZA; Nádia F F Da SILVA et al. 2024. Natural language processing application in legislative activity: a case study of similar amendments in the brazilian senate. In: 16th international conference on computational processing of portuguese. Brasil.
  4. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Florentino Bruno R; Bonidia Robson P; André Carlos Ponce De Leon Ferreira De CARVALHO. 2024. Breaking barriers: democratizing machine learning for rna-protein interaction prediction in life sciences. In: Anais estendidos do simpósio brasileiro de computação aplicada à saúde. Brasil.
  5. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Bonidia Robson PARMEZAN; André Carlos Ponce De Leon Ferreira De CARVALHO. 2024. Bioautoml: democratizing machine learning in life sciences. In: Anais estendidos do simpósio brasileiro de computação aplicada à saúde. Brasil.
  6. Physical Sciences General Computer Science
    Eduardo A S GARCIA; Nádia F F Da SILVA; Felipe Alves SIQUEIRA; Hidelberg O ALBUQUERQUE; Juliana GOMES et al. 2024. Robertalexpt: a legal roberta model pretrained with deduplication for portuguese. In: 16th international conference on computational processing of portuguese. Brasil.
  7. Physical Sciences General Computer Science
    Castilho DOUGLAS; Santos Moisés R; Tinós RENATO; André Carlos Ponce De Leon Ferreira De CARVALHO; Paula Marcos B S et al. 2023. Feature selection using complex networks to support price trend forecast in energy markets. In: 2023 international joint conference on neural networks (ijcnn). Brasil.
  8. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Florentino Bruno RAFAEL; Sanches Natan HENRIQUE; Bonidia Robson PARMEZAN; André Carlos Ponce De Leon Ferreira De CARVALHO. 2023. Bioprediction: democratizing machine learning in the study of molecular interactions. In: Encontro nacional de inteligência artificial e computacional. Brasil.
  9. Social Sciences & Humanities Library and Information Sciences
    Flávio C ROCHA; Ellen SOUZA; Douglas VITÓRIO; Nádia F F Da SILVA; André Carlos Ponce De Leon Ferreira De CARVALHO et al. 2023. Avaliação de frameworks para recuperação de documentos legislativos: um estudo de caso na câmara dos deputados brasileira. In: Xi workshop de computação aplicada em governo eletrônico artigos curtos. Brasil.
  10. Physical Sciences General Computer Science
    Luiz F S Eugênio Dos SANTOS; Claus ARANHA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2023. Multi-agent city expansion with land use and transport. In: Alife 2023: ghost in the machine: proceedings of the 2023 artificial life conference. Japão.
  11. Physical Sciences General Computer Science
    Lucas L SILVA; Ricardo FRANCO; André Carlos Ponce De Leon Ferreira De CARVALHO; Wellington MARTINS. 2023. Gpu acceleration of clustering meta-feature extraction using rapids. In: Workshop em desempenho de sistemas computacionais e de comunicação (wperformance). Brasil.
  12. Physical Sciences General Computer Science
    Davi P Dos SANTOS; Tácito Trindade Araújo Tiburtino NEVES; André Carlos Ponce De Leon Ferreira De CARVALHO; Fernando PAULOVICH. 2023. Nonparametric dimensionality reduction quality assessment based on sortedness of unrestricted neighborhood. In: Eurovis workshop on visual analytics (eurova). Brasil.
  13. Physical Sciences General Computer Science
    Harada HELLEN; Pereira FABÍOLA; Almeida ALEX; Daniela Lopes FREIRE; Dias MÁRCIO et al. 2023. Técnicas de sumarização de textos jurídicos para suporte à classificação de documentos de decisões judiciais. In: Simpósio brasileiro de tecnologia da informação e da linguagem humana. Brasil.
  14. Physical Sciences General Computer Science
    Ambiel THIAGO; Castilho DOUGLAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2023. The strength of influence ties in stock networks: empirical analysis for portfolio selection. In: 2023 ieee international conference on data mining workshops (icdmw). Brasil.
  15. Physical Sciences Computer Science (miscellaneous)
    Adrian El BAZ; Ullah IHSAN; Edésio ALCOBACA; André Carlos Ponce De Leon Ferreira De CARVALHO; Outros AUTORES. 2022. Lessons learned from the neurips 2021 metadl challenge: backbone fine-tuning without episodic meta-learning dominates for few-shot learning image classification. In: Conference and workshop on neural information processing systems (neurips). Estados Unidos.
  16. Physical Sciences Energy Engineering and Power Technology
    Santos Moises R; Braz Douglas D C; André Carlos Ponce De Leon Ferreira De CARVALHO; Tinos RENATO; Paula Marcos B S et al. 2022. Machine learning approach for trend prediction to improve returns on brazilian energy market. In: 2022 ieee latin american conference on computational intelligence (lacci). Brasil.
  17. Physical Sciences General Computer Science
    Alvaro Valentim Pereira De Menezes BANDEIRA; Gabriel Monteiro FERRACIOLI; Rocha Dos Santos MOISES; André Carlos Ponce De Leon Ferreira De CARVALHO. 2022. Market movement prediction algorithm selection by metalearning. In: Symposium on knowledge discovery; mining and learning; kdmile 2022 - main track. Brasil.
  18. Physical Sciences General Computer Science
    Icaro M MIRANDA; Claus ARANHA; André Carlos Ponce De Leon Ferreira De CARVALHO; Luis Paulo Faina GARCIA. 2022. Genetic programming-based automl for eeg signal classification - a comparative study. In: Symposium on knowledge discovery; mining and learning. Brasil.
  19. Physical Sciences Computer Science (miscellaneous)
    Silvestre Gabriel DALFORNO; Dos Santos Moises ROCHA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2021. Seasonal-trend decomposition based on loess + machine learning: hybrid forecasting for monthly univariate time series. In: 2021 international joint conference on neural networks (ijcnn). Brasil.
  20. Physical Sciences Artificial Intelligence
    Pimentel Bruno ALMEIDA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2019. Unsupervised meta-learning for clustering algorithm recommendation. In: 2019 international joint conference on neural networks (ijcnn). Hungria.
  21. Physical Sciences Computer Science (miscellaneous)
    Nogueira Lorena Luiz HENRIQUE; Goncalves Quiles MARCOS; Nogueira Lorena Luiz ANTONIO; André Carlos Ponce De Leon Ferreira De CARVALHO; Cespedes Juliana GARCIA. 2019. Qualitative data clustering: a new integer linear programming model. In: 2019 international joint conference on neural networks (ijcnn). Brasil.
  22. Physical Sciences Computer Science (miscellaneous)
    Luciano ANDRADE; André Carlos Ponce De Leon Ferreira De CARVALHO. 2019. Fraud detection using explainable machine learning algorithms. In: 15th international conference on machine learning and data mining. Alemanha.
  23. Physical Sciences Computer Science (miscellaneous)
    Kemilly DEARO; Tiago CARVALHO; Moreira João MENDES; João CARDOSO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2019. A study on hyperparameter configuration for human activity recognition. In: 14th international conference on soft computing models in industrial and environmental applications (soco) 2019. Espanha.
  24. Physical Sciences Computer Science (miscellaneous)
    Kemilly DEARO; Mannes POEL; Joost N KOK; André Carlos Ponce De Leon Ferreira De CARVALHO. 2019. Online clustering for novelty detection and concept drift in data streams. In: 19th epia conference on artificial intelligence; (epia) 2019. Brasil.
  25. Physical Sciences Computer Science (miscellaneous)
    Fabiola PEREIRA; André Carlos Ponce De Leon Ferreira De CARVALHO; Rafael ASSIS; Maxley COSTA; Elaine FARIA et al. 2019. Feature-based time series classification for service request opening prediction in the telecom industry. In: 19th epia conference on artificial intelligence; (epia) 2019. Portugal.
  26. Physical Sciences Computer Science (miscellaneous)
    Turrisi Da Costa Victor GUILHERME; Martiello Mastelini SAULO; André Carlos Ponce De Leon Ferreira De CARVALHO; Barbon SYLVIO. 2019. Online local boosting: improving performance in online decision trees. In: 2019 8th brazilian conference on intelligent systems (bracis). Brasil.
  27. Physical Sciences Artificial Intelligence
    Barella VICTOR; Garcia LUIS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2019. The influence of sampling on imbalanced data classification. In: 2019 8th brazilian conference on intelligent systems (bracis). Brasil.
  28. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Parmezan Bonidia ROBSON; André Carlos Ponce De Leon Ferreira De CARVALHO; Rossi Paschoal ALEXANDRE; Sipoli Sanches DANILO. 2019. Selecting the most relevant features for the identification of long non-coding rnas in plants. In: 2019 8th brazilian conference on intelligent systems (bracis). Brasil.
  29. Health Sciences Medicine (miscellaneous)
    Brito Sarracino TAMIRES; Rocha Dos Santos MOISES; Freire Antunes ERIC; Batista De Andrade Santos IURY; Coelho Kasmanas JONAS et al. 2019. Explainable machine learning for breast cancer diagnosis. In: 2019 8th brazilian conference on intelligent systems (bracis). Brasil.
  30. Physical Sciences Computer Science (miscellaneous)
    Márquez RENNY; Weber RICHARD; André Carlos Ponce De Leon Ferreira De CARVALHO. 2019. A non-negative matrix factorization approach to update communities in temporal networks using node features. In: Asonam '19: international conference on advances in social networks analysis and mining. Estados Unidos.
  31. Physical Sciences Computer Science Applications
    Cunha TIAGO; Soares CARLOS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2018. A label ranking approach for selecting rankings of collaborative filtering algorithms. In: The 33rd annual acm symposium. França.
  32. Physical Sciences Computer Science Applications
    Machado Bruno BRANDOLI; Spadon GABRIEL; Arruda Mauro S; Goncalves Wesley N; André Carlos Ponce De Leon Ferreira De CARVALHO et al. 2018. A smartphone application to measure the quality of pest control spraying machines via image analysis. In: The 33rd annual acm symposium. França.
  33. Physical Sciences Artificial Intelligence
    Barella Victor H; Garcia Luis P F; De Souto Marcilio P; Lorena Ana C; André Carlos Ponce De Leon Ferreira De CARVALHO. 2018. Data complexity measures for imbalanced classification tasks. In: 2018 international joint conference on neural networks (ijcnn). Brasil.
  34. Physical Sciences Artificial Intelligence
    Cunha TIAGO; Soares CARLOS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2018. Cf4cf. In: The 12th acm conference. Canadá.
  35. Physical Sciences Artificial Intelligence
    Pimentel Bruno ALMEIDA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2018. Statistical versus distance-based meta-features for clustering algorithm recommendation using meta-learning. In: 2018 international joint conference on neural networks (ijcnn). Brasil.
  36. Physical Sciences Artificial Intelligence
    Cerri RICARDO; Mantovani Rafael G; Basgalupp Marcio P; André Carlos Ponce De Leon Ferreira De CARVALHO. 2018. Multi-label feature selection techniques for hierarchical multi-label protein function prediction. In: 2018 international joint conference on neural networks (ijcnn). Brasil.
  37. Physical Sciences Computer Science (miscellaneous)
    Rivolli ADRIANO; Soares CARLOS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2018. Label expansion for multi-label classification. In: 2018 7th brazilian conference on intelligent systems (bracis). Brasil.
  38. Physical Sciences Artificial Intelligence
    Alcobaca EDESIO; G Mantovani RAFAEL; Rossi Andre L D; André Carlos Ponce De Leon Ferreira De CARVALHO. 2018. Dimensionality reduction for the algorithm recommendation problem. In: 2018 7th brazilian conference on intelligent systems (bracis). Brasil.
  39. Physical Sciences Artificial Intelligence
    Costa Victor G Turrisi DA; Mastelini Saulo M; André Carlos Ponce De Leon Ferreira De CARVALHO; Barbon SYLVIO. 2018. Making data stream classification tree-based ensembles lighter. In: 2018 7th brazilian conference on intelligent systems (bracis). Brasil.
  40. Physical Sciences Artificial Intelligence
    Padilha Victor ALEXANDRE; André Carlos Ponce De Leon Ferreira De CARVALHO. 2018. A study of biclustering coherence measures for gene expression data. In: 2018 7th brazilian conference on intelligent systems (bracis). Brasil.
  41. Social Sciences & Humanities Education
    Ferreira Lucas D; Spadon GABRIEL; André Carlos Ponce De Leon Ferreira De CARVALHO; Rodrigues Jose F. 2018. A comparative analysis of the automatic modeling of learning styles through machine learning techniques. In: 2018 ieee frontiers in education conference (fie). Estados Unidos.
  42. Physical Sciences Artificial Intelligence
    Cunha TIAGO; Soares CARLOS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2017. Metalearning for context-aware filtering. In: The eleventh acm conference. Itália.
  43. Health Sciences Health Informatics
    Gelatti Giovana JASKULSKI; André Carlos Ponce De Leon Ferreira De CARVALHO; Rodrigues Pedro PEREIRA. 2017. Anomaly detection through temporal abstractions on intensive care data: position paper. In: 2017 ieee 30th international symposium on computerbased medical systems (cbms). Brasil.
  44. Life Sciences Agricultural and Biological Sciences (miscellaneous)
    Junior Carlos R G; Gomes Pedro H; Mano Leandro Y; De Oliveira Rone B; André Carlos Ponce De Leon Ferreira De CARVALHO et al. 2017. A machine learning-based approach for prediction of plant protection product deposition. In: 2017 brazilian conference on intelligent systems (bracis). Brasil.
  45. Physical Sciences Artificial Intelligence
    Padilha Victor ALEXANDRE; André Carlos Ponce De Leon Ferreira De CARVALHO. 2017. A comparison of hierarchical biclustering ensemble methods. In: 2017 brazilian conference on intelligent systems (bracis). Brasil.
  46. Physical Sciences Artificial Intelligence
    Schlottfeldt SHANA; Walter Maria EMILIA; André Carlos Ponce De Leon Ferreira De CARVALHO; Telles Mariana P C; Diniz Filho Jose Alexandre F. 2017. Using a multi-objective artificial immune system approach for biodiversity conservation. In: 2017 13th international conference on natural computation; fuzzy systems and knowledge discovery (icncfskd). China.
  47. Physical Sciences Computer Science (miscellaneous)
    Gelatti Giovana JASKULSKI; André Carlos Ponce De Leon Ferreira De CARVALHO; Rodrigues Pedro PEREIRA. 2017. Detectar anomalias a fim de facilitar o diagnóstico médico por meio de agrupamento de dados e abstrações temporais. In: Xxiv jornadas de classificação e análise de dados (joclad 2017). Portugal.
  48. Physical Sciences Artificial Intelligence
    Frías Blanco ISVANI; Verdecia Cabrera ALBERTO; Ortiz Díaz AGUSTÍN; André Carlos Ponce De Leon Ferreira De CARVALHO. 2016. Fast adaptive stacking of ensembles. In: The 31st annual acm symposium. Brasil.
  49. Physical Sciences Artificial Intelligence
    Mantovani Rafael G; Horvath TOMAS; Cerri RICARDO; Vanschoren JOAQUIN; André Carlos Ponce De Leon Ferreira De CARVALHO. 2016. Hyper-parameter tuning of a decision tree induction algorithm. In: 2016 5th brazilian conference on intelligent systems (bracis). Brasil.
  50. Physical Sciences Artificial Intelligence
    Santos Davi P DOS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2016. Automatic selection of learning bias for active sampling. In: 2016 5th brazilian conference on intelligent systems (bracis). Brasil.
  51. Physical Sciences Artificial Intelligence
    Correa Igor BUENO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2016. Dualradviz: preserving context between classification evaluation and data exploration with radviz. In: 2016 5th brazilian conference on intelligent systems (bracis). Brasil.
  52. Physical Sciences Artificial Intelligence
    Isvani Frías BLANCO; Alberto Verdecia CABRERA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2016. Improving the predictive performance of online decision trees. In: Xiii encontro nacional de inteligência artificial e computacional (eniac 2016). Brasil.
  53. Physical Sciences Computer Science Applications
    Faical Bruno S; Ueyama JO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2016. The use of autonomous uavs to improve pesticide application in crop fields. In: 2016 17th ieee international conference on mobile data management (mdm). Brasil.
  54. Physical Sciences Artificial Intelligence
    Fernandes Everlandio R Q; André Carlos Ponce De Leon Ferreira De CARVALHO; Coelho Andre L V. 2015. An evolutionary sampling approach for classification with imbalanced data. In: 2015 international joint conference on neural networks (ijcnn). Estados Unidos.
  55. Physical Sciences Computer Science (miscellaneous)
    Pisani Paulo HENRIQUE; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2015. Ensemble of adaptive algorithms for keystroke dynamics. In: 2015 brazilian conference on intelligent systems (bracis). Estados Unidos.
  56. Physical Sciences Computer Science (miscellaneous)
    Cerri RICARDO; Rodrigo C BARROS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2015. Hierarchical classification of gene ontology-based protein functions with neural networks. In: 2015 international joint conference on neural networks (ijcnn). Estados Unidos.
  57. Physical Sciences Computer Science (miscellaneous)
    Mantovani Rafael G; Rossi Andre L D; Vanschoren JOAQUIN; Bischl BERND; André Carlos Ponce De Leon Ferreira De CARVALHO. 2015. To tune or not to tune: recommending when to adjust svm hyper-parameters via meta-learning. In: 2015 international joint conference on neural networks (ijcnn). Estados Unidos.
  58. Physical Sciences Artificial Intelligence
    Mantovani Rafael G; Rossi Andre L D; Vanschoren JOAQUIN; Bischl BERND; André Carlos Ponce De Leon Ferreira De CARVALHO. 2015. Effectiveness of random search in svm hyper-parameter tuning. In: 2015 international joint conference on neural networks (ijcnn). Estados Unidos.
  59. Physical Sciences Computer Science (miscellaneous)
    Rafael MANTOVANI; André ROSSI; Joaquin VANSCHOREN; André Carlos Ponce De Leon Ferreira De CARVALHO. 2015. Meta-learning recommendation of default hyper-parameter values for svms in classification tasks. In: Metasel 2015: meta-learning and algorithm selection. Portugal.
  60. Health Sciences Medicine (miscellaneous)
    Mário GAZZIRO; Dilvan MOREIRA; J F Rodrigues JR; André Carlos Ponce De Leon Ferreira De CARVALHO; S E SADDOW. 2015. Transmission of wireless neural signals through a 0.18um cmos low-power amplifier. In: 37th annual international conference of the ieee engineering in medicine and biology societ; 2015. Estados Unidos.
  61. Physical Sciences Artificial Intelligence
    Victor Hugo BARELLA; Eduardo De Paula COSTA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2015. Tratando dados desbalanceados em classificação hierárquica. In: Xii encontro nacional de inteligência artificial e computacional (eniac). Brasil.
  62. Physical Sciences Artificial Intelligence
    Adriano RIVOLLI; André Carlos Ponce De Leon Ferreira De CARVALHO. 2015. O uso seletivo de classificadores binários na solução de problemas multirrótulos. In: Xii encontro nacional de inteligência artificial e computacional (eniac). Brasil.
  63. Physical Sciences Artificial Intelligence
    Santos Davi P DOS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2015. Selectively inhibiting learning bias for active sampling. In: 2015 brazilian conference on intelligent systems (bracis). Brasil.
  64. Physical Sciences Artificial Intelligence
    Ana Carolina LORENA; Garcia Luis Paulo FAINA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2015. Adapting noise filters for ranking. In: 2015 brazilian conference on intelligent systems (bracis). Brasil.
  65. Physical Sciences Computer Science (miscellaneous)
    Schlottfeldt SHANA; Walter Maria Emilia M T; André Carlos Ponce De Leon Ferreira De CARVALHO; Telles Mariana P C; Diniz Filho José ALEXANDRE. 2015. Challenges in computational sustainability: a new multi-objective artificial immune system approach to deal with biodiversity conservation. In: Workshop on evolutionary multi-objective optimization at the ieee 2015 internationalcongress on evolutionary computation; cec?2015. Japão.
  66. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Schlottfeldt SHANA; Walter Maria Emilia M T; Timmis JON; Carvalho Andre C P L F; Mariana Pires De Campos TELLES et al. 2015. Using multi-objective artificial immune systems to find core collections based on molecular markers. In: The 2015. Brasil.
  67. Physical Sciences Computer Science (miscellaneous)
    Everlândio FERNANDES; André Luis COELHO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2014. Ensembles de classificadores para bases de dados desbalanceadas: uma abordagem baseada em amostragem evolucionária. In: Ii symposium on knowledge discovery; mining and learning (kdmile). Brasil.
  68. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Cerri RICARDO; Rodrigo C BARROS; Freitas Alex A; André Carlos Ponce De Leon Ferreira De CARVALHO. 2014. Evolving relational hierarchical classification rules for predicting gene ontology-based protein functions. In: The 2014 conference companion. Brasil.
  69. Physical Sciences Computer Science (miscellaneous)
    David S Dos Santos JR; André Carlos Ponce De Leon Ferreira De CARVALHO. 2014. Comparison of active learning strategies and proposal of a multiclass hypothesis space search. In: 9th international conference of hybrid artificial intelligence systems; hais 2014. Brasil.
  70. Physical Sciences Computer Science (miscellaneous)
    Gueleri Roberto A; Cupertino Thiago H; André Carlos Ponce De Leon Ferreira De CARVALHO; Liang ZHAO. 2014. A flocking-like technique to perform semi-supervised learning. In: 2014 international joint conference on neural networks (ijcnn). Estados Unidos.
  71. Physical Sciences Computer Science (miscellaneous)
    Katti FACELI; Sakata Tiemi C; André Carlos Ponce De Leon Ferreira De CARVALHO; De Souto Marcilio C P. 2014. Pvis ? partitions' visualizer: extracting knowledge by visualizing a collection of partitions. In: 2014 international joint conference on neural networks (ijcnn). Brasil.
  72. Physical Sciences Computer Science (miscellaneous)
    Lorena Luiz Henrique NOGUEIRA; Ana Carolina LORENA; Lorena Luiz Antonio NOGUEIRA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2014. Clustering search applied to rank aggregation. In: 2014 brazilian conference on intelligent systems (bracis). Brasil.
  73. Physical Sciences Computer Science (miscellaneous)
    Pisani Paulo HENRIQUE; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2014. Adaptive algorithms in accelerometer biometrics. In: 2014 brazilian conference on intelligent systems (bracis). Brasil.
  74. Physical Sciences Computer Science (miscellaneous)
    Faical Bruno S; Pessin GUSTAVO; Filho Geraldo P R; André Carlos Ponce De Leon Ferreira De CARVALHO; Furquim GUSTAVO et al. 2014. Fine-tuning of uav control rules for spraying pesticides on crop fields. In: 2014 ieee 26th international conference on tools with artificial intelligence (ictai). Brasil.
  75. Physical Sciences Artificial Intelligence
    Victor Hugo BARELLA; Eduardo De Paula COSTA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2014. Clusteross: a new undersampling method for imbalanced learning. In: Xi encontro nacional de inteligência artificial e computacional (eniac). Brasil.
  76. Social Sciences & Humanities Education
    Davi P Dos SANTOS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2014. Viabilidade do aprendizado ativo em máquinas extremas. In: Xi encontro nacional de inteligência artificial e computacional (eniac). Brasil.
  77. Physical Sciences Computer Science Applications
    Schlottfeldt SHANA; Timmis JON; Walter Maria Emilia M T; Carvalho Andre C P L F; Diniz Filho Jose Alexandre F et al. 2014. Multi-objective optimization applied to systematic conservation planning and spatial conservation priorities under climate change. In: The 2014 conference companion. Brasil.
  78. Physical Sciences Artificial Intelligence
    Ricardo CERRI; Rodrigo C BARROS; André Carlos Ponce De Leon Ferreira De CARVALHO; Freitas Alex A. 2013. A grammatical evolution algorithm for generation of hierarchical multi-label classification rules. In: 2013 ieee congress on evolutionary computation (cec). México.
  79. Physical Sciences Artificial Intelligence
    Rodrigo C BARROS; Basgalupp Márcio P; Ricardo CERRI; Da Silva Tiago S; André Carlos Ponce De Leon Ferreira De CARVALHO. 2013. A grammatical evolution approach for software effort estimation. In: Proceeding of the fifteenth annual conference. Holanda.
  80. Physical Sciences Artificial Intelligence
    Luis Paulo GARCIA; André Carlos Ponce De Leon Ferreira De CARVALHO; A Carolina LORENA. 2013. Noisy data set identification. In: Hybrid artificial intelligent systems - 8th international conference; hais 2013. Espanha.
  81. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Rodrigo BARROS; Ricardo CERRI; Alex FREITAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2013. Probabilistic clustering for hierarchical multi-label classification of protein functions. In: Machine learning and knowledge discovery in databases - european conference; ecml pkdd 2013. República Tcheca.
  82. Physical Sciences Computer Science (miscellaneous)
    Faria Elaine R; João GAMA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2013. Novelty detection algorithm for data streams multi-class problems. In: The 28th annual acm symposium. Portugal.
  83. Physical Sciences Artificial Intelligence
    Basgalupp Márcio P; Rodrigo C BARROS; Da Silva Tiago S; André Carlos Ponce De Leon Ferreira De CARVALHO. 2013. Software effort prediction. In: The 28th annual acm symposium. Portugal.
  84. Physical Sciences Computer Science (miscellaneous)
    Luiz Henrique Nogueira LORENA; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2013. Seleção de atributos em problemas de classificação com uma única classe. In: X encontro nacional de inteligência artificial e computacional. Brasil.
  85. Physical Sciences Computer Science (miscellaneous)
    Paulo H PISANI; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2013. Algoritmos imunológicos adaptativos em dinâmica da digitação: um contexto de fluxo de dados. In: X encontro nacional de inteligência artificial e computacional. Brasil.
  86. Physical Sciences Computer Science (miscellaneous)
    Elaine R F PAIVA; Isabel J C R GONÇALVES; João GAMA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2013. Evaluation methodology for multiclass novelty detection algorithms. In: 2013 brazilian conference on intelligent systems (bracis 2013). Brasil.
  87. Physical Sciences Computer Science (miscellaneous)
    Ricardo CERRI; Rodrigo BARROS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2013. Neural networks for hierarchical classification of g-protein coupled receptors. In: 2013 brazilian conference on intelligent systems (bracis 2013). Brasil.
  88. Physical Sciences Artificial Intelligence
    Pericles MIRANDA; Ricardo Bastos Cavalcante PRUDENCIO; André Carlos Ponce De Leon Ferreira De CARVALHO; Carlos SOARES. 2012. Multi-objective optimization and meta-learning for svm parameter selection. In: International joint conference on artificial neural networks. Brasil.
  89. Physical Sciences Computer Science (miscellaneous)
    Pericles MIRANDA; Ricardo Bastos Cavalcante PRUDENCIO; André Carlos Ponce De Leon Ferreira De CARVALHO; Carlos SOARES. 2012. An experimental study of the combination of meta-learning with particle swarm algorithms for svm parameter selection. In: International conference on computational science and its applications (iccsa 2012). Brasil.
  90. Physical Sciences Artificial Intelligence
    Rattan PRIYA; Bruno Feres De SOUZA; André ROSSI; André Carlos Ponce De Leon Ferreira De CARVALHO. 2012. Using genetic algorithms to improve prediction of execution times of ml tasks. In: 7th international conference on hybrid artificial intelligent system (hais). Brasil.
  91. Physical Sciences Computer Science (miscellaneous)
    Mariá Cristina NASCIMENTO; Franklina TOLEDO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2012. A hybrid heuristic for the k-medoids clustering problem. In: Fourteenth international conference on genetic and evolutionary computation conference (gecco '12). Estados Unidos.
  92. Physical Sciences Computer Science (miscellaneous)
    Rodrigo BARROS; Márcio BASGALUPP; André Carlos Ponce De Leon Ferreira De CARVALHO; Alex FREITAS. 2012. A hyper-heuristic evolutionary algorithm for automatically designing decision-tree algorithms. In: Fourteenth international conference on genetic and evolutionary computation conference (gecco '12). Estados Unidos.
  93. Physical Sciences Computer Science (miscellaneous)
    Ricardo CERRI; Rodrigo BARROS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2012. A genetic algorithm for hierarchical multi-label classification. In: Proceedings of the 27th annual acm symposium on applied computing (sac´2012). Itália.
  94. Physical Sciences Computer Science Applications
    Elaine RIBEIRO; André Carlos Ponce De Leon Ferreira De CARVALHO; João GAMA. 2012. Improving the offline clustering stage of data stream algorithms in scenarios with variable number of clusters. In: 27th annual acm symposium on applied computing (sac´2012). Itália.
  95. Physical Sciences Artificial Intelligence
    Péricles B C De MIRANDA; Ricardo PRUDÊNCIO; André Carlos Ponce De Leon Ferreira De CARVALHO; Carlos SOARES. 2012. Combining a multi-objective optimization approach with meta-learning for svm parameter selection. In: Ieee international conference on systems; man; and cybernetics; ieee smc'12. Estados Unidos.
  96. Physical Sciences Artificial Intelligence
    Jorge KANDA; Carlos Manuel SOARES; Eduardo HRUSCHKA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2012. A meta-learning approach to select meta-heuristics for the traveling salesman problem using mlp-based label ranking. In: Neural information processing - 19th international conference; iconip 2012. Catar.
  97. Physical Sciences Artificial Intelligence
    Rossi Andre Luis DEBIASO; André Carlos Ponce De Leon Ferreira De CARVALHO; Soares CARLOS. 2012. Meta-learning for periodic algorithm selection in time-changing data. In: 2012 brazilian symposium on neural networks (sbrn). Estados Unidos.
  98. Physical Sciences Artificial Intelligence
    Vallim Rosane M M; Filho Jose A ANDRADE; André Carlos Ponce De Leon Ferreira De CARVALHO; Gama JOAO. 2012. A density-based clustering approach for behavior change detection in data streams. In: 2012 brazilian symposium on neural networks (sbrn). Estados Unidos.
  99. Physical Sciences Artificial Intelligence
    Garcia Luis Paulo F; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2012. A study on class noise detection and elimination. In: 2012 brazilian symposium on neural networks (sbrn). Estados Unidos.
  100. Physical Sciences Artificial Intelligence
    Miranda Pericles B C; Prudencio Ricardo B C; André Carlos Ponce De Leon Ferreira De CARVALHO; Soares CARLOS. 2012. Combining meta-learning with multi-objective particle swarm algorithms for svm parameter selection: an experimental analysis. In: 2012 brazilian symposium on neural networks (sbrn). Estados Unidos.
  101. Physical Sciences Artificial Intelligence
    Filipe CALASANS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2012. Investigação de diferentes medidas de caracterização de dados em meta-aprendizado. In: X encontro nacional de inteligência artificial (enia). Brasil.
  102. Physical Sciences Biomedical Engineering
    Mariana Y SASAZAKI; André Carlos Ponce De Leon Ferreira De CARVALHO; Joaquim C FELIPE. 2012. Análise da associação entre micrornas e doenças utilizando aprendizado de máquina. In: Xiii congresso brasileiro em informática em saúde ? cbis 2012. Brasil.
  103. Physical Sciences Computer Science (miscellaneous)
    Rodrigo BARROS; Márcio BASGALUPP; André Carlos Ponce De Leon Ferreira De CARVALHO; Alex FREITAS. 2011. Towards the automatic design of decision tree induction algorithms. In: 1st workshop on evolutionary computation for designing generic algorithms - gecco 2011. Brasil.
  104. Physical Sciences Computer Science (miscellaneous)
    Rodrigo BARROS; Márcio BASGALUPP; André Carlos Ponce De Leon Ferreira De CARVALHO; M QUILES. 2011. Um algoritmo de indução de árvore de decisão baseado em agrupamento. In: Ix encontro nacional de inteligência artificial (enia). Brasil.
  105. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Ricardo CERRI; André Carlos Ponce De Leon Ferreira De CARVALHO. 2011. Hierarchical multi-label protein function prediction using local neural networks. In: Vi brazilian symposium on bioinformatics; bsb 2011. Brasil.
  106. Physical Sciences Computer Science (miscellaneous)
    Jorge KANDA; André Carlos Ponce De Leon Ferreira De CARVALHO; Eduardo HRUSCHKA; Carlos SOARES. 2011. Usando redes neurais artificiais para recomendar meta-heurísticas para o problema do caixeiro viajante. In: Congresso brasileiro de inteligência computacional - cbic 2011. Brasil.
  107. Physical Sciences Computer Science Applications
    Rosane Maffei VALLIM; Ivan C ANDRADE; André Carlos Ponce De Leon Ferreira De CARVALHO. 2011. Modelagem de comportamento de jogadores por meio de agrupamento online e detecção de novidades. In: Congresso brasileiro de inteligência computacional - cbic 2011. Brasil.
  108. Physical Sciences Computer Science (miscellaneous)
    Giampaolo LIBRALON; A Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2011. Identificação de ruídos em dados de expressão gênica. In: Congresso brasileiro de inteligência computacional - cbic 2011. Brasil.
  109. Physical Sciences Artificial Intelligence
    Ricardo CERRI; Rodrigo BARROS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2011. Redes neurais artificiais aplicadas a problemas de classificação hierárquica multirrótulo. In: Congresso brasileiro de inteligência computacional - cbic 2011. Brasil.
  110. Physical Sciences Computer Science (miscellaneous)
    Rodrigo BARROS; Márcio BASGALUPP; André Carlos Ponce De Leon Ferreira De CARVALHO; M QUILES. 2011. A clustering-based decision tree induction algorithm. In: 11th international conference on intelligent systems design and applications. Espanha.
  111. Physical Sciences Artificial Intelligence
    Rodrigo BARROS; Ricardo CERRI; P A JASKOWLAK; André Carlos Ponce De Leon Ferreira De CARVALHO. 2011. A bottom-up oblique decision tree induction algorithm. In: 11th international conference on intelligent systems design and applications. Espanha.
  112. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Ricardo CERRI; Rodrigo BARROS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2011. Hierarchical multi-label classification for protein function prediction: a local approach based on neural networks. In: 11th international conference on intelligent systems design and applications. Espanha.
  113. Physical Sciences Artificial Intelligence
    Jorge KANDA; André Carlos Ponce De Leon Ferreira De CARVALHO; Eduardo HRUSCHKA; Carlos Manuel SOARES. 2011. Using meta-learning to recommend meta-heuristics for the traveling salesman problem. In: Tenth international conference on machine learning and applications (icmla'11). Brasil.
  114. Physical Sciences Artificial Intelligence
    José Augusto De Andrade JR; André Carlos Ponce De Leon Ferreira De CARVALHO; Rodrigo MELLO; Salem ALELYANI; Huan LIU. 2011. Quantifying features using false nearest neighbors: an unsupervised approach. In: Ieee 23rd international conference on tools with artificial intelligence. Estados Unidos.
  115. Physical Sciences Artificial Intelligence
    Rattan PRIYA; Bruno Feres De SOUZA; André ROSSI; André Carlos Ponce De Leon Ferreira De CARVALHO. 2011. Predicting execution time of machine learning tasks using metalearning. In: World congress on information and communication technologies (wict); 2011. Índia.
  116. Physical Sciences Physics and Astronomy (miscellaneous)
    Ivani De Oliveira Negrão LOPES; André Carlos Ponce De Leon Ferreira De CARVALHO; Eliseu BINNECK. 2011. Machine learning approaches for mirna prediction. In: Brasilian symposium on bioinformatics; bsb 2011. Brasil.
  117. Physical Sciences General Computer Science
    Jorge Yoshio KANDA; André Carlos Ponce De Leon Ferreira De CARVALHO; Eduardo Raul HRUSCHKA; Carlos SOARES. 2010. Using meta-learning to classify traveling salesman problems. In: Brazilian symposium on artificial neural networks (sbrn 2010). Brasil.
  118. Physical Sciences Artificial Intelligence
    Rodrigo BARROS; Márcio BASGALUPP; Duncan RUIZ; André Carlos Ponce De Leon Ferreira De CARVALHO; Alex FREITAS. 2010. Evolutionary model tree induction. In: Acm sac 2010. Suiça.
  119. Physical Sciences Computer Science (miscellaneous)
    Ricardo CERRI; André Carlos Ponce De Leon Ferreira De CARVALHO. 2010. New top-down methods using svms for hierarchical multilabel classification problems. In: 2010 international joint conference on neural networks. Espanha.
  120. Physical Sciences Artificial Intelligence
    Bruno FERES; André Carlos Ponce De Leon Ferreira De CARVALHO; Carlos SOARES. 2010. A comprehensive comparison of ml algorithms for gene expression data classification. In: 2010 international joint conference on neural networks. Brasil.
  121. Physical Sciences Computer Science (miscellaneous)
    Margarida CARDOSO; Katti FACELI; André Carlos Ponce De Leon Ferreira De CARVALHO. 2010. Evaluation of clustering results: the trade-off bias-variability. In: International federation of classification societies (ifcs-09). Brasil.
  122. Physical Sciences Computer Science (miscellaneous)
    Yuri SAITO; Jefferson TEIXEIRA; André Carlos Ponce De Leon Ferreira De CARVALHO; Antonio Carlos Dos SANTOS; P MARQUES et al. 2010. Determinação automática do número ótimo de iterações do filtro de difusão anisotrópica para redução de ruídos de imagens 3d de ressonância magnética do cérebro. In: Wim x workshop de informática médica. Brasil.
  123. Physical Sciences Computer Science (miscellaneous)
    Ricardo PRUDÊNCIO; André ROSSI; André Carlos Ponce De Leon Ferreira De CARVALHO; Carlos Manuel SOARES; Taciana GOMES. 2010. Combining meta-learning and search techniques to svm parameter selection. In: Xi simpósio brasileiro de redes neurais (sbrn´2010). Brasil.
  124. Physical Sciences Computer Science (miscellaneous)
    Ricardo CERRI; André Carlos Ponce De Leon Ferreira De CARVALHO. 2010. Hierarchical multilabel classification using top-down label combination and artificial neural networks. In: Xi simpósio brasileiro de redes neurais (sbrn´2010). Brasil.
  125. Physical Sciences Computer Science (miscellaneous)
    Katti FACELI; Tiemi SAKATA; Marcílio SOUTO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2010. Improvements on the partitions selection strategy for set of clustering solutions. In: Xi simpósio brasileiro de redes neurais (sbrn´2010). Brasil.
  126. Physical Sciences Artificial Intelligence
    Mariá Cristina NASCIMENTO; Franklina TOLEDO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2010. Novel optimization-based algorithms for graph clustering. In: Concurso de teses e dissertações em inteligência artificial (ctdia 2010). Brasil.
  127. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Bruno Feres De SOUZA; André Carlos Ponce De Leon Ferreira De CARVALHO; Carlos Manuel SOARES. 2010. Empirical evaluation of ranking prediction methods for gene expression data classification. In: Advances in artificial intelligence - iberamia 2010; 12th ibero-american conference on ai. Argentina.
  128. Physical Sciences Computer Science (miscellaneous)
    Rosane Maffei VALLIM; André Carlos Ponce De Leon Ferreira De CARVALHO; João GAMA. 2010. Data stream mining algorithms for building decision models in a computer roleplaying game simulation. In: Ix simpósio brasileiro de jogos e entretenimento digital; sbgames 2010. Brasil.
  129. Physical Sciences Computer Science (miscellaneous)
    João GAMA; Pedro Pereira RODRIGUES; Eduardo Jaques SPINOSA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2010. Knowledge discovery from data streams. In: Nato science for peace and security series - d: information and communication security. Holanda.
  130. Physical Sciences Computer Science (miscellaneous)
    Rosane Maffei VALLIM; Thyago DUQUE; David GOLDBERG; André Carlos Ponce De Leon Ferreira De CARVALHO. 2009. The multi-label ocs with a genetic algorithm for rule discovery: implementation and first results. In: 11th annual conference on genetic and evolutionary computation - gecco 2009. Estados Unidos.
  131. Physical Sciences Artificial Intelligence
    Andre BILLIA; Luis Paulo GARCIA; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2009. Use of classification algorithms in noise detection and elimination. In: 4th international on hybrid artificial intelligent systems; conference; hais 2009. Espanha.
  132. Physical Sciences Computer Science (miscellaneous)
    Márcio BASGALUPP; Rodrigo BARROS; André Carlos Ponce De Leon Ferreira De CARVALHO; Alex FREITAS; Duncan RUIZ. 2009. Legal-tree: a lexicographic multi-objective genetic algorithm for decision tree induction. In: 2009 acm symposium on applied computing. Estados Unidos.
  133. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Ricardo CERRI; Renato Da SILVA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2009. Comparing methods for multilabel classification of proteins using machine learning techniques. In: 4th brazilian symposium on bioinformatics; bsb´09. Alemanha.
  134. Physical Sciences Artificial Intelligence
    Mariá Cristina NASCIMENTO; Franklina TOLEDO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2009. Consensus clustering using spectral theory. In: Iconip 2009. Nova Zelândia.
  135. Physical Sciences Computer Science (miscellaneous)
    Giampaolo LIBRALON; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2009. Ensembles of pre-processing techniques for noise detection in gene expression data. In: Iconip 2009. Nova Zelândia.
  136. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    André ROSSI; Carlos SOARES; André Carlos Ponce De Leon Ferreira De CARVALHO. 2009. Bioinspired parameter tuning of mlp networks for gene expression analysis: quality of fitness estimates vs. number of solutions analysed. In: Iconip 2009. Nova Zelândia.
  137. Social Sciences & Humanities Visual Arts and Performing Arts
    Daniel BARREIRO; Sandro De ABREU; André Carlos Ponce De Leon Ferreira De CARVALHO. 2009. I/void/o: real-time sound synthesis and video processing in an interactive installation. In: 12º simpósio brasileiro de computação musical. Brasil.
  138. Physical Sciences Artificial Intelligence
    Claudia Regina MILARÉ; G BATISTA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2009. A hybrid approach to learn with imbalanced classes using evolutionary algorithms. In: 9th international conference computational and mathematical methods in science and engineering. Espanha.
  139. Physical Sciences Engineering (miscellaneous)
    T R ALENCAR; P LEITE; Adriano Alber De França MENDES; André Carlos Ponce De Leon Ferreira De CARVALHO. 2009. Desenvolvimento de uma ferramenta inteligente para o planejamento da operação de sistemas hidrotérmicos de potência. In: 8th latin-american congress on electricity generation and transmission - clagtee 2009. Brasil.
  140. Physical Sciences Computer Science (miscellaneous)
    Ricardo CERRI; André Carlos Ponce De Leon Ferreira De CARVALHO. 2009. Comparing local and global hierarchical multilabel classification methods using decision trees. In: V workshop em algoritmos e aplicações de mineração de dados. Brasil.
  141. Physical Sciences Computer Science (miscellaneous)
    Eduardo Jaques SPINOSA; André Carlos Ponce De Leon Ferreira De CARVALHO; João GAMA. 2008. Cluster-based novel concept detection in data streams applied to intrusion detection in computer networks. In: 23rd annual acm symposium on applied computing. Brasil.
  142. Physical Sciences Artificial Intelligence
    Rosane Maffei VALLIM; David GOLDBERG; Xavier LLORÀ; Thyago DUQUE; André Carlos Ponce De Leon Ferreira De CARVALHO. 2008. A new approach for multi-label classification based on default hierarchies and organizational learning. In: Iwlcs; 11th international workshop on learning classifier systems; part of the genetic and evolutionary computation conference (gecco-2008). Brasil.
  143. Physical Sciences Artificial Intelligence
    Ana Carolina LORENA; M F SIQUEIRA; R GIOVANNI; André Carlos Ponce De Leon Ferreira De CARVALHO; Ronaldo PRATI. 2008. Potential distribution modelling using machine learning. In: 21st international conference on industrial and engineering applications of artificial intelligence and expert systems; iea/aie. Holanda.
  144. Physical Sciences Artificial Intelligence
    Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2008. Tree decomposition of multiclass problems. In: X simpósio brasileiro de redes neurais. Brasil.
  145. Physical Sciences Artificial Intelligence
    Katti FACELI; Marcílio Carlos Pereira De SOUTO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2008. A strategy for the selection of solutions of the pareto front approximation in multi-objective clustering approaches. In: X simpósio brasileiro de redes neurais. Brasil.
  146. Physical Sciences Artificial Intelligence
    André ROSSI; André Carlos Ponce De Leon Ferreira De CARVALHO. 2008. Bio-inspired optimization techniques for svm parameter tuning. In: X simpósio brasileiro de redes neurais. Brasil.
  147. Physical Sciences Computer Science (miscellaneous)
    Tatyana B S De OLIVEIRA; Liang ZHAO; Katti FACELI; André Carlos Ponce De Leon Ferreira De CARVALHO. 2008. Data clustering based on complex networks community detection. In: Ieee congress of evolutionary computation - cec 2008. Estados Unidos.
  148. Physical Sciences Artificial Intelligence
    André ROSSI; André Carlos Ponce De Leon Ferreira De CARVALHO; Carlos SOARES. 2008. Bio-inspired parameter tunning of mlp networks for gene expression analysis. In: 8th international conference on hybrid intelligent systems. Estados Unidos.
  149. Physical Sciences Artificial Intelligence
    Bruno Feres De SOUZA; André Carlos Ponce De Leon Ferreira De CARVALHO; Carlos Manuel SOARES. 2008. Metalearning for gene expression data classification. In: 8th international conference on hybrid intelligent systems. Estados Unidos.
  150. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Mariá Cristina NASCIMENTO; Franklina TOLEDO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2008. An application of a clustering lagrangian heuristic to identify cancer subtypes. In: Xxxix annual conference of the italian operational research society. Itália.
  151. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Eduardo De Paula COSTA; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO; Alex FREITAS; Nicholas HOLDEN. 2008. Top-down hierarchical ensembles of classifiers for predicting g-protein-coupled-receptor functions. In: Brazilian brazilian symposium on bioinformatics; bsb´08. Brasil.
  152. Physical Sciences Computer Science (miscellaneous)
    Ricardo CERRI; André Carlos Ponce De Leon Ferreira De CARVALHO; Eduardo De Paula COSTA; Alex FREITAS. 2008. Classificação hierárquica de proteínas utilizando abordagens top-down e big-bang. In: Iv workshop em algoritmos e aplicações de mineração de dados; 2008. Brasil.
  153. Physical Sciences Computer Science (miscellaneous)
    Ricardo CERRI; Eduardo De Paula COSTA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2008. Classificação hierárquica de proteínas utilizando técnicas de aprendizado de máquina. In: Ii workshop on computational intelligence. Brasil.
  154. Physical Sciences Computer Science (miscellaneous)
    Thiago Ferreira COVÕES; Eduardo HRUSCHKA; Leandro Nunes De Castro SILVA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2008. Seleção de atributos para classificação de grãos. In: Iv workshop em algoritmos e aplicações de mineração de dados; waamd 2008 (parte do xxiii simpósio brasileiro de banco de dados - sbbd 2008). Brasil.
  155. Physical Sciences Computer Science (miscellaneous)
    Eduardo Jaques SPINOSA; André Carlos Ponce De Leon Ferreira De CARVALHO; João GAMA. 2007. Olindda: a cluster-based approach for detecting novelty and concept drift in data streams. In: The 22nd annual acm symposium on applied computing. Brasil.
  156. Physical Sciences Artificial Intelligence
    Edgar PIMENTA; João GAMA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2007. Pursuing the best ecoc dimension for multiclass problems. In: Flairs-20; the 20th international flairs conference. Brasil.
  157. Physical Sciences Artificial Intelligence
    Eduardo Jaques SPINOSA; André Carlos Ponce De Leon Ferreira De CARVALHO; João GAMA. 2007. Detecção de novidade com o algoritmo de agrupamento k-médias. In: Xiv jornadas de classificação e análise de dados; joclad´07. Brasil.
  158. Physical Sciences Artificial Intelligence
    Murilo Coelho NALDI; André Carlos Ponce De Leon Ferreira De CARVALHO. 2007. Clustering using genetic algorithm combining validation criteria. In: 15th european symposium on artificial neural networks; esann 2007. Bélgica.
  159. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Katti FACELI; André Carlos Ponce De Leon Ferreira De CARVALHO; Marcílio SOUTO. 2007. Multi-objective clustering ensemble with prior knowledge. In: Brazilian symposium on bioinformatics; bsb´07. Brasil.
  160. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Eduardo De Paula COSTA; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO; Alex FREITAS; Nicholas HOLDEN. 2007. Comparing several approaches for hierarchical classification of proteins with decision trees. In: Brazilian symposium on bioinformatics; bsb´07. Brasil.
  161. Physical Sciences Artificial Intelligence
    Eduardo De Paula COSTA; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO; Alex FREITAS; Nicholas HOLDEN. 2007. A review of performance evaluation measures for hierarchical classifiers. In: Workshop on evaluation methods for machine learning ii; part of the twenty-second conference on artificial intelligence; aaai´2007. Brasil.
  162. Physical Sciences Artificial Intelligence
    Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2007. Comparing several evaluation functions in the evolutionary design of multiclass support vector machines. In: 7th international conference on hybrid intelligent systems. Alemanha.
  163. Physical Sciences Artificial Intelligence
    Eduardo Jaques SPINOSA; André Carlos Ponce De Leon Ferreira De CARVALHO; João GAMA. 2007. Learning novel concepts: beyond one-class classification with olindda. In: Ecml/pkdd-2007 international workshop on knowledge discovery from ubiquitous data streams. Polônia.
  164. Physical Sciences Artificial Intelligence
    Eduardo Jaques SPINOSA; André Carlos Ponce De Leon Ferreira De CARVALHO; João GAMA. 2007. Dynamically adapting the number of clusters in k-means for novelty detection. In: Epia 2007; 13th portuguese conference on artificial intelligence. Brasil.
  165. Physical Sciences Engineering (miscellaneous)
    P LEITE; A CARNEIRO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2007. Aplicação de um sistema inteligente híbrido no planejamento de operação de sistemas hidrotérmicos de potência. In: 28th iberian latin-american conference on computational methods on engineering; xxviii cilamce. Portugal.
  166. Physical Sciences Computer Science (miscellaneous)
    Márcio BASGALUPP; Karin BECKER; André Carlos Ponce De Leon Ferreira De CARVALHO. 2007. Seleção de atributos genética em classificação de processos de negócio: um estudo de caso. In: 1st brazilian workshop on business process management; wbpm 2007. Brasil.
  167. Physical Sciences Artificial Intelligence
    Cláudio POLICASTRO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2007. Applying case based based reasoning to sensor fusion. In: Third international conference on intelligent sensors; sensor networks and information processing; issnip07. Austrália.
  168. Life Sciences Food Science
    Policastro Claudio A; Alexandre Cláudio Botazzo DELBEM; Mattoso L H C; Edson MINATTI; Ednaldo José FERREIRA et al. 2007. A hybrid case based reasoning approach for wine classification. In: Seventh international conference on intelligent systems design and applications (isda 2007). Brasil.
  169. Physical Sciences Computer Science (miscellaneous)
    Eduardo Jaques SPINOSA; André Carlos Ponce De Leon Ferreira De CARVALHO; João GAMA. 2006. An online learning technique for coping with novelty detection and concept drift in data streams. In: 3rd international workshop on knowledge discovery in data streams; iwkdds'06; part of the 23rd international conference on machine learning; icml'06. Estados Unidos.
  170. Physical Sciences Computer Science (miscellaneous)
    Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2006. Multiclass svm design and parameter selection with genetic algorithms. In: Ix simpósio brasileiro de redes neurais; sbrn'2006. Brasil.
  171. Physical Sciences Artificial Intelligence
    P LEITE; André Carlos Ponce De Leon Ferreira De CARVALHO; A CARNEIRO. 2006. Hybrid genetic algorithm applied to the determination of the optimal operation of hydrothermal systems. In: Ix simpósio brasileiro de redes neurais; sbrn'2006. Brasil.
  172. Physical Sciences Computer Science (miscellaneous)
    Bruno Rodrigues NERY; Rodrigo MELLO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2006. Escalonamento de processos utilizando técnicas de aco. In: Xxv concurso de trabalhos de iniciação científica da sbc - ctic 2006. Portugal.
  173. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; Murilo Coelho NALDI. 2006. Improving clustering with genetic algorithms. In: 1st hybrid artificial intelligent systems workshop (hais'06). Brasil.
  174. Physical Sciences Artificial Intelligence
    Bruno Feres De SOUZA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2006. Feature selection in svms applied to gene expression data. In: V concurso de teses e dissertações em inteligência artificial (ctdia'06). Portugal.
  175. Physical Sciences Computer Science (miscellaneous)
    F FAVRETTO; Renato TINÓS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2006. Otimização evolutiva do conjunto de sensores utilizados por uma língua artificial. In: Workshop de computação e aplicações (wcompa). Brasil.
  176. Physical Sciences Computer Science (miscellaneous)
    Bruno Feres De SOUZA; R ISHII; R CARVO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2006. Multiclass svm model selection using particle swarm optimization. In: Sixth international conference on hybrid intelligent systems (his'06). Nova Zelândia.
  177. Physical Sciences Artificial Intelligence
    Katti FACELI; Marcílio Carlos Pereira De SOUTO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2006. Multi-objective clustering ensemble. In: Sixth international conference on hybrid intelligent systems (his'06). Nova Zelândia.
  178. Physical Sciences Artificial Intelligence
    Bruno Rodrigues NERY; Rodrigo MELLO; André Carlos Ponce De Leon Ferreira De CARVALHO; Lawrence YANG. 2006. Process scheduling using ant colony optimization techniques. In: The forth international symposium on parallel and distributed processing and applications (ispa´07). Itália.
  179. Physical Sciences Artificial Intelligence
    Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2005. Minimum spanning trees in hierarchical multiclass support vector machines generation. In: 18th international conference on industrial and engineering applications of artificial intelligence and expert systems (iea/aie). Itália.
  180. Physical Sciences Artificial Intelligence
    Giampaolo Luiz LIBRALÃO; André Carlos Ponce De Leon Ferreira De CARVALHO; Osvaldo PINHEIRO. 2005. Classification of ophthalmologic images using an ensemble of classifiers. In: 18th international conference on industrial and engineering applications of artificial intelligence and expert systems (iea/aie). Itália.
  181. Physical Sciences Computer Science (miscellaneous)
    Antonio P G DAMIANCE; Liang ZHAO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2005. A self-organized network for data clustering. In: First international conference on natural computation (icnc'05). China.
  182. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2005. Protein cellular localization with multiclass support vector machines and decision trees. In: 4th brazilian symposium on bioinformatics (bsb´05). Brasil.
  183. Physical Sciences Artificial Intelligence
    Katti FACELI; André Carlos Ponce De Leon Ferreira De CARVALHO; Marcílio SOUTO. 2005. Evaluation of the contents of partitions obtained with clustering gene expression data. In: 4th brazilian symposium on bioinformatics (bsb´05). Brasil.
  184. Physical Sciences Artificial Intelligence
    Eduardo SPINOSA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2005. Combining one-class classifiers for robust novelty detection in gene expression data. In: 4th brazilian symposium on bioinformatics (bsb´05). Brasil.
  185. Physical Sciences Artificial Intelligence
    Debora Rossi De MEDEIROS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2005. Applying text mining and machine learning techniques to gene clusters analysis. In: Vi international conference on computational intelligence and multimedia applications; iccima'05. Estados Unidos.
  186. Physical Sciences Engineering (miscellaneous)
    Murilo Coelho NALDI; André Carlos Ponce De Leon Ferreira De CARVALHO. 2005. Utilização de algoritmos de aprendizado de máquina evolutivos para análise de nível expressão gênica. In: Xxiv concurso de trabalhos de iniciação científica da sbc - ctic 2005. Brasil.
  187. Physical Sciences Engineering (miscellaneous)
    A BRAGA; André Carlos Ponce De Leon Ferreira De CARVALHO; J OLIVEIRA. 2005. Automatic monitoring and diagnosis of the dressing operation through the classification of textural patterns in acoustic maps. In: 18th international congress of mechanical engineering - cobem 2005. Brasil.
  188. Physical Sciences Artificial Intelligence
    Daniela USHIZIMA; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2005. Support vector machines applied to white blood cell recognition. In: Fifth international conference on hybrid intelligent systems (his'05). Brasil.
  189. Physical Sciences Artificial Intelligence
    Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2004. Comparing techniques for multiclass classification using binary svm predictors. In: A mexican international conference on artificial intelligence; micai'2004. México.
  190. Physical Sciences Energy Engineering and Power Technology
    Cláudio POLICASTRO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2004. A hybrid case based based reasoning approach for monitoring water. In: 17th international conference on industrial and engineering applications of artificial intelligence and expert systems (iea/aie). Canadá.
  191. Physical Sciences Artificial Intelligence
    Claudia Regina MILARÉ; G BATISTA; André Carlos Ponce De Leon Ferreira De CARVALHO; M MONARD. 2004. Applying genetic and symbolic learning algorithms to extract rules from artificial neural networks. In: Mexican international conference on artificial intelligence; micai'2004. México.
  192. Physical Sciences Artificial Intelligence
    Renato TINÓS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2004. A genetic algorithm with gene dependent mutation probability for non-stationary optimization problems. In: 2004 ieee congress on evolutionary computation; cec´2004. Brasil.
  193. Physical Sciences Artificial Intelligence
    Renato TINÓS; André Carlos Ponce De Leon Ferreira De CARVALHO; Marco Henrique TERRA. 2004. An evolutionary neural network for fault classification in non-stationary problems. In: Ieee/ras/css international conference on methods and models in automation and robotics. Polônia.
  194. Physical Sciences Artificial Intelligence
    Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2004. An hybrid ga/svm approach for multiclass classification with directed acyclic graphs. In: O xvii simpósio brasileiro de inteligência artificial; sbia 2004. Brasil.
  195. Physical Sciences Engineering (miscellaneous)
    Maria Cristina OLIVEIRA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2004. Sistema inteligente para interpretação de imagens para medição de erros refrativos oculares. In: Xvii concurso de teses e dissertações; ctd 2004; xxiv congresso da sociedade brasileira de computação. Brasil.
  196. Physical Sciences Artificial Intelligence
    Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2004. A ga/svm approach for multiclass classification applied to protein structural class prediction. In: Viii simpósio brasileiro de redes neurais; sbrn'04. Brasil.
  197. Physical Sciences Artificial Intelligence
    Renato TINÓS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2004. An evolutionary neural network for non-stationary problems. In: Viii simpósio brasileiro de redes neurais; sbrn'04. Brasil.
  198. Physical Sciences Artificial Intelligence
    Bruno Feres De SOUZA; Waldo CANCINO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2004. Gene subset selection using genetic algorithm and svms. In: Viii simpósio brasileiro de redes neurais; sbrn'04. Brasil.
  199. Physical Sciences Electrical and Electronic Engineering
    P LEITE; A CARNEIRO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2004. Algoritmo genético híbrido aplicado na determinação da operação ótima de sistemas hidrotérmicos de potência. In: Xv congresso brasileiro de automática; cba'04. Brasil.
  200. Physical Sciences Artificial Intelligence
    Bruno Feres De SOUZA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2004. Gene selection using genetic algorithms. In: International symposium on biological and medical data analysis (isbmda-2004). Espanha.
  201. Physical Sciences Computer Science (miscellaneous)
    André Carlos Ponce De Leon Ferreira De CARVALHO; Debora Rossi De MEDEIROS. 2004. Gene clusters analysis using text mining. In: Iii workshop brasileiro de bioinformática; wob 2004. Brasil.
  202. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Karen HONDA; Alexandre Cláudio Botazzo DELBEM; André Carlos Ponce De Leon Ferreira De CARVALHO. 2004. Phylogenetic reconstruction from evolutionary algorithm using edge-set representation. In: Iii workshop brasileiro de bioinformática; wob 2004. Brasil.
  203. Physical Sciences Artificial Intelligence
    Cláudio POLICASTRO; André Carlos Ponce De Leon Ferreira De CARVALHO; Alexandre Cláudio Botazzo DELBEM. 2004. Automatic case adaptation with a hybrid committee approach. In: A mexican international conference on artificial intelligence; micai'2004. México.
  204. Physical Sciences Signal Processing
    Libralao G L; De Almedia O C P; Antonio Valerio NETTO; Alexandre Cláudio Botazzo DELBEM; Leon A C P et al. 2004. Machine learning techniques for ocular errors analysis. In: 2004 14th ieee signal processing society workshop machine learning for signal processing; 2004. Brasil.
  205. Physical Sciences General Computer Science
    Alexandre Cláudio Botazzo DELBEM; André Carlos Ponce De Leon Ferreira De CARVALHO; Cláudio POLICASTRO; Adriano Kiyoshi Ogata PINTO; Karen HONDA et al. 2004. Node-depth encoding applied to the degree-constrained minimum spanning. In: Viii simpósio brasileiro de redes neurais; sbrn'04;. Brasil.
  206. Physical Sciences General Computer Science
    Alexandre Cláudio Botazzo DELBEM; André Carlos Ponce De Leon Ferreira De CARVALHO; Waldo Gonzalo Cancino TICONA. 2004. Comparison of parallel multi-objective evolutionary algorithms. In: Viii simpósio brasileiro de redes neurais - sbrn'04. Brasil.
  207. Physical Sciences Artificial Intelligence
    Liang ZHAO; Antonio P G DAMIANCE; Rogério FURUKAWA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2003. A dynamical model for multi-scale pixel clustering. In: International joint conference on neural networks; ijcnn´2003. Estados Unidos.
  208. Physical Sciences Computer Science (miscellaneous)
    Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2003. Human splice site identification with multiclass support vector machines and bagging. In: Icann 2003 / iconip 2003. Brasil.
  209. Physical Sciences Artificial Intelligence
    Alexandre Claudio Botazzo DELBEM; André Carlos Ponce De Leon Ferreira De CARVALHO. 2003. A forest representation for evolutionary algorithms applied to network design. In: Gecco-2003 - genetic and evolutionary computation conference. Estados Unidos.
  210. Physical Sciences Engineering (miscellaneous)
    P LEITE; A CARNEIRO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2003. Aplicação de inteligência artificial no planejamento da operação de sistemas hidrotérmicos de potência. In: Vii seminário nacional de produção e transmissão de energia elétrica ?snptee´2003. Brasil.
  211. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Waldo CANCINO; Liang ZHAO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2003. Aplicação de algoritmos evolutivos multi-objetivo para o alinhamento de proteínas. In: Iv encontro nacional de inteligência artificial; enia 2003; xxi congresso da sociedade brasileira de computação; sbc'2003. Brasil.
  212. Physical Sciences Computer Science (miscellaneous)
    Cláudio POLICASTRO; André Carlos Ponce De Leon Ferreira De CARVALHO; Alexandre Claudio Botazzo DELBEM. 2003. Abordagens híbridas para recuperação e adaptação de casos em sistemas de raciocínio baseado em casos. In: Iv encontro nacional de inteligência artificial; enia 2003; xxi congresso da sociedade brasileira de computação; sbc'2003. Brasil.
  213. Physical Sciences Computer Science (miscellaneous)
    Ronaldo PRATI; M MONARD; André Carlos Ponce De Leon Ferreira De CARVALHO. 2003. Refinando regras de conhecimento por meio de exceções. In: Iv encontro nacional de inteligência artificial; enia 2003; xxi congresso da sociedade brasileira de computação. Brasil.
  214. Physical Sciences Artificial Intelligence
    Katti FACELI; André Carlos Ponce De Leon Ferreira De CARVALHO; Wilson Araújo Da Silva JR. 2003. Gene selection for tumor cell classification. In: Iv encontro nacional de inteligência artificial; enia 2003; xxi congresso da sociedade brasileira de computação; sbc'2003. Brasil.
  215. Physical Sciences Artificial Intelligence
    Renato TINÓS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2003. Alteração da probabilidade de mutação do gene em algoritmos genéticos aplicados a problemas não-estacionários. In: Iv encontro nacional de inteligência artificial; enia 2003; xxi congresso da sociedade brasileira de computação; sbc'2003. Brasil.
  216. Physical Sciences Computer Science (miscellaneous)
    André Carlos Ponce De Leon Ferreira De CARVALHO; Paulo CEREDA. 2003. Teaching entrepreneurship to computer science students. In: Xi workshop de educação em computação; wei 2003; xxi congresso da sociedade brasileira de computação. Brasil.
  217. Physical Sciences Artificial Intelligence
    Cláudio POLICASTRO; André Carlos Ponce De Leon Ferreira De CARVALHO; Alexandre Claudio Botazzo DELBEM. 2003. Hybrid approaches for case retrieval and adaptation. In: 26th german conference on artificial intelligence; ki 2003. Alemanha.
  218. Physical Sciences Artificial Intelligence
    Itamar De Paiva ROCHA; Rodrigo De CARVALHO; André Carlos Ponce De Leon Ferreira De CARVALHO; Thales Queiroz BEZERRA. 2003. Evaluation of shrimp farm outputs through neural networks. In: World aquaculture 2003. Brasil.
  219. Physical Sciences Computer Science (miscellaneous)
    Giampaolo Luiz LIBRALÃO; Rodrigo OSHIRO; Maria Cristina OLIVEIRA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2003. Técnicas de aprendizado de máquina para análise de imagens oftalmológicas. In: Iii workshop de informática médica (wim2003); ii simpósio de qualidade de software. Brasil.
  220. Physical Sciences Artificial Intelligence
    Ronaldo PRATI; M MONARD; André Carlos Ponce De Leon Ferreira De CARVALHO. 2003. A method for refining knowledge rules using exceptions. In: Argentine symposium on artificial intelligence; asai 2003; parte da argentine conference on computer science and operational research; 32 jaiio - 2003. Brasil.
  221. Physical Sciences Artificial Intelligence
    S Da SILVA; André Carlos Ponce De Leon Ferreira De CARVALHO; Luciana REGITANO; Daniella TALHARI. 2003. Combinação de redes neurais artificiais para análise de marcadores moleculares. In: Vi simpósio brasileiro de automação inteligente; sbai´2003. Brasil.
  222. Physical Sciences Computer Science (miscellaneous)
    Maria Cristina OLIVEIRA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2003. Interpretação e análise de imagens oftalmológicas para medição de vícios de refração ocular. In: Ii workshop de teses e dissertações em computação gráfica e processamento de imagens; wtdcgpi 2003. Brasil.
  223. Physical Sciences Computer Science (miscellaneous)
    Alfredo LANARI; André Carlos Ponce De Leon Ferreira De CARVALHO; Renata FORTES. 2003. Utilização de aprendizado de máquina para adaptação de ligações em hipermídia adaptativa. In: Ix simpósio brasileiro de sistemas multimídia e web; webmídia 2003. Brasil.
  224. Physical Sciences Computer Science (miscellaneous)
    Rodrigo BIANCHI; C MILARÉ; André Carlos Ponce De Leon Ferreira De CARVALHO. 2003. E. coli promoter gene sequence and human splice site identification with explanation by extracting rules from trained artificial neural networks. In: Ii brazilian workshop on bioinformatics. Brasil.
  225. Physical Sciences Chemistry (miscellaneous)
    Borato C; Antônio Riul JR; André Carlos Ponce De Leon Ferreira De CARVALHO; F J FONSECA; L H C MATTOSO. 2003. Electronic tongue: science mimicking nature. In: First world congress on synthetic receptors. Brasil.
  226. Physical Sciences Artificial Intelligence
    Cláudio POLICASTRO; André Carlos Ponce De Leon Ferreira De CARVALHO; Alexandre Cláudio Botazzo DELBEM. 2003. Hybrid approache for case adaptation. In: 3rd international conference on design and application of hybrid intelligence systems. Brasil.
  227. Life Sciences Food Science
    S Da SILVA; Humberto De SOUZA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2002. Redes neurais artificiais multicamadas aplicadas à adubação para a cultura da goiabeira. In: Iii congresso da sociedade brasileira de informática na agricultura (sbi-agro). Brasil.
  228. Life Sciences Agronomy and Crop Science
    A COSTA; R MENDES; André Carlos Ponce De Leon Ferreira De CARVALHO. 2002. Redes neurais artificiais para previsão de preços de hortaliças folhosas. In: Iii congresso da sociedade brasileira de informática na agricultura (sbi-agro). Brasil.
  229. Physical Sciences Artificial Intelligence
    C MILARÉ; André Carlos Ponce De Leon Ferreira De CARVALHO; M MONARD. 2002. Extracting knowledge from artificial neural networks: an empirical comparison of trepan and symbolic learning algorithms. In: Mexican international conference on artificial intelligence; micai'2002. México.
  230. Physical Sciences Electrical and Electronic Engineering
    A DELBEN; N BRETAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2002. Load flow using the graph chain representation. In: Ieee / pes t & d 2002 latin america. Brasil.
  231. Physical Sciences Materials Science (miscellaneous)
    Antônio Riul JR; Roger R MALMEGRIM; L H C MATTOSO; André Carlos Ponce De Leon Ferreira De CARVALHO; Humberto De SOUZA. 2002. Taste sensor based on conducting polymers. In: Encontro nacional de física de matéria condensada. Brasil.
  232. Physical Sciences Computer Science (miscellaneous)
    Humberto De SOUZA; Ernesto VARGAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2002. A practical implementation of a component-based framework for artificial neural networks. In: 2º workshop de desenvolvimento baseado em componentes; 2wdbc. Brasil.
  233. Physical Sciences Artificial Intelligence
    P LEITE; A CARNEIRO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2002. Aplicação de algoritmos genéticos na determinação da operação ótima de sistemas hidrotérmicos de potência. In: Xiv congresso brasileiro de automática; cba'02. Brasil.
  234. Physical Sciences Electrical and Electronic Engineering
    Renata MACÊDO; D COURY; André Carlos Ponce De Leon Ferreira De CARVALHO. 2002. Algoritmos genéticos aplicados a estimação de componentes harmônicos em sistemas elétricos de potência. In: Xiv congresso brasileiro de automática; cba'02. Brasil.
  235. Physical Sciences Computer Science Applications
    Liang ZHAO; Rogério FURUKAWA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2002. A network of globally coupled chaotic maps for adaptive multi-resolution image segmentation. In: Vii simpósio brasileiro de redes neurais. Brasil.
  236. Physical Sciences Computer Science Applications
    Renata MACÊDO; D COURY; André Carlos Ponce De Leon Ferreira De CARVALHO. 2002. A new technique based on genetic algorithms for tracking of power system harmonics. In: Vii simpósio brasileiro de redes neurais. Brasil.
  237. Physical Sciences Artificial Intelligence
    E LACERDA; T LUDERMIR; André Carlos Ponce De Leon Ferreira De CARVALHO. 2002. A study of crossvalidation and holdout as objective functions for genetic algorithms. In: Vii simpósio brasileiro de redes neurais. Brasil.
  238. Physical Sciences Computer Science Applications
    Ana Carolina LORENA; G BATISTA; André Carlos Ponce De Leon Ferreira De CARVALHO; M MONARD. 2002. The influence of noisy patterns in the performance of learning methods in the splice junction recognition. In: Vii simpósio brasileiro de redes neurais; sbrn'02. Brasil.
  239. Physical Sciences Computer Science Applications
    Humberto De SOUZA; A RIUL; André Carlos Ponce De Leon Ferreira De CARVALHO; L H C MATTOSO. 2002. Using mlp networks to classify red wines and water readings of an electronic tongue. In: Vii simpósio brasileiro de redes neurais; sbrn'02. Brasil.
  240. Physical Sciences Computer Science (miscellaneous)
    P LEITE; A CARNEIRO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2002. Genetic operation setting for the operation planning of hydrothermal systems. In: Vii simpósio brasileiro de redes neurais; sbrn'02. Brasil.
  241. Physical Sciences Computer Science Applications
    Katti FACELI; André Carlos Ponce De Leon Ferreira De CARVALHO; S REZENDE. 2002. Combining intelligent techniques for sensor fusion. In: 9th international conference on neural information processing; iconip 2002. Cingapura.
  242. Physical Sciences Artificial Intelligence
    C MILARÉ; André Carlos Ponce De Leon Ferreira De CARVALHO; M MONARD. 2002. Uma abordagem para explicação de redes neurais artificiais. In: Workshop de teses e dissertações em inteligência artificial; wtdia 2002. Brasil.
  243. Physical Sciences Biomedical Engineering
    M MONARD; G BATISTA; André Carlos Ponce De Leon Ferreira De CARVALHO; Ana Carolina LORENA. 2002. Splice junction recognition using machine learning. In: I workshop brasileiro de bioinformática; wob 2002. Brasil.
  244. Physical Sciences Biomedical Engineering
    Daniel PAVANO; André Carlos Ponce De Leon Ferreira De CARVALHO; Alberto CLIQUET. 2002. Um sistema de rede neural artificial associada à estimulação elétrica neuro muscular para o controle da marcha em pacientes lesados modulares. In: Xviii congresso brasileiro de engenharia biomédica. Brasil.
  245. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    S Da SILVA; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO; Danielle TAMBASCO; Luciana REGITANO. 2002. Aprendizado de máquina aplicado ao estudo de marcadores moleculares para produção de carne bovina. In: Anais do i workshop brasileiro de bioinformática; wob 2002. Brasil.
  246. Physical Sciences Computer Science (miscellaneous)
    Giampaolo LIBRALAO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2002. Investigação de redes neurais não supervisionadas para a fusão de sensores. In: Workshop de computação; workcomp'2002. Brasil.
  247. Physical Sciences Artificial Intelligence
    A DELBEN; André Carlos Ponce De Leon Ferreira De CARVALHO. 2002. New data structure and spanning forest operators for evolutionary algorithms - application to electrical distribution restauration. In: Xxviii latin-american conference on informatics (clei 2002). Brasil.
  248. Physical Sciences Computer Science Applications
    Luis Antonio De Santa EULALIA; Henrique ROZENFELD; E MOREIRA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2002. Using ontologies for intelligent information retrieval in an e-commerce application case study. In: Forth european conference on product and process modeling in the building and related industries. Eslovênia.
  249. Physical Sciences Materials Science (miscellaneous)
    Antônio Riul JR; Roger R MALMEGRIM; Humberto De SOUZA; André Carlos Ponce De Leon Ferreira De CARVALHO; F J FONSECA et al. 2002. Conducting polymer tongue. In: International conference on science and technology of synthetic metals-icsm'2002. Brasil.
  250. Physical Sciences Computer Science (miscellaneous)
    Katti FACELI; André Carlos Ponce De Leon Ferreira De CARVALHO; S REZENDE. 2001. Experimentos em aprendizado de máquina para fusão de sensores. In: Anais do v congresso brasileiro de redes neurais. Brasil.
  251. Physical Sciences Artificial Intelligence
    Ricardo SOVAT; André Carlos Ponce De Leon Ferreira De CARVALHO. 2001. Escolha e configuração de modelos de redes neurais artificiais utilizando raciocínio baseado em casos. In: Iii encontro nacional de inteligência artificial - sbc'2001. Brasil.
  252. Physical Sciences Artificial Intelligence
    Humberto De SOUZA; André Carlos Ponce De Leon Ferreira De CARVALHO; S REZENDE. 2001. Implementação de redes neurais artificiais e algoritmos construtivos como componentes com. In: Iii encontro nacional de inteligência artificial enia 2001; sbc'2001. Brasil.
  253. Physical Sciences Artificial Intelligence
    Katti FACELI; André Carlos Ponce De Leon Ferreira De CARVALHO; S REZENDE. 2001. Fusão de sensores utilizando combinação de estimadores. In: Iii encontro nacional de inteligência artificial enia 2001; sbc'2001. Brasil.
  254. Physical Sciences Artificial Intelligence
    C MILARÉ; André Carlos Ponce De Leon Ferreira De CARVALHO. 2001. Um estudo comparativo de extração de conhecimento simbólico de redes neurais. In: Iii encontro nacional de inteligência artificial enia 2001; sbc'2001. Brasil.
  255. Physical Sciences Artificial Intelligence
    P LEITE; A CARNEIRO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2001. Aplicação de algoritmos genéticos híbridos em sistemas hidrotérmicos de potência. In: Iii encontro nacional de inteligência artificial; enia 2001 - sbc 2001. Brasil.
  256. Physical Sciences Artificial Intelligence
    A DELBEN; N BRETAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2001. Estimating the number of forests created by two edge changes. In: Ieee power tech conference'2001. Portugal.
  257. Physical Sciences Electrical and Electronic Engineering
    A DELBEN; N BRETAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2001. A fast algorithm for generation of forest: apllied in distribution system reconfiguration. In: Ieee power tech conference'2001. Portugal.
  258. Physical Sciences Computer Science Applications
    Katti FACELI; André Carlos Ponce De Leon Ferreira De CARVALHO; S REZENDE. 2001. Experiments on machine learning techniques for sensor fusion. In: Iv international conference on computational intelligence and multimedia applications; iccima'01. Japão.
  259. Physical Sciences Artificial Intelligence
    C MILARÉ; André Carlos Ponce De Leon Ferreira De CARVALHO; M MONARD. 2001. Extracting rules from neural networks using symbolic algorithms: preliminary results. In: Iv international conference on computational intelligence and multimedia applications; iccima'01. Japão.
  260. Physical Sciences Artificial Intelligence
    Ricardo SOVAT; André Carlos Ponce De Leon Ferreira De CARVALHO. 2001. A case-based reasoning development environment. In: Iv international conference on computational intelligence and multimedia applications; iccima'01. Japão.
  261. Physical Sciences Artificial Intelligence
    Ricardo SOVAT; André Carlos Ponce De Leon Ferreira De CARVALHO. 2001. Retrieval and adaptation of cases using an artificial neural network. In: Workshop of soft computing in case-based reasoning da 4th international conference on case-based reasoning (iccbr-01). Canadá.
  262. Physical Sciences Artificial Intelligence
    Ricardo B SOVAT; Sandra Maria ALUÍSIO; André C P L F De CARVALHO. 2001. Rabeca: a hybrid case-based reasoning development environment. In: Thirteenth annual international conference on tools with artificial intelligence (ieee) ictai-2001). Estados Unidos.
  263. Physical Sciences Biomedical Engineering
    G COSTA; A Da SILVA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2001. Uma análise do consumo de energia com transportes em zonas urbanas utilizando redes neurais artificiais. In: Xv congresso de ensino e pesquisa em transportes; xv anpet. Brasil.
  264. Physical Sciences Condensed Matter Physics
    A RIUL; Roger R MALMEGRIM; André Carlos Ponce De Leon Ferreira De CARVALHO; F J FONSECA; L H C MATTOSO. 2001. Língua eletrônica utilizando polímeros condutores. In: Vi congresso da associação brasileira de polímeros. Brasil.
  265. Physical Sciences Energy Engineering and Power Technology
    A CARNEIRO; P LEITE; André Carlos Ponce De Leon Ferreira De CARVALHO. 2000. Scheduling of hydroeletric power systems using genetic algorithms. In: Vii symposium of specialists in electric operational and expantion planning - sepope'2000. Brasil.
  266. Physical Sciences Artificial Intelligence
    G BATISTA; André Carlos Ponce De Leon Ferreira De CARVALHO; M MONARD. 2000. Applying one-sided selection to unbalanced datasets. In: Mexican international conference on artificial intelligence; micai'2000. México.
  267. Physical Sciences Artificial Intelligence
    E LACERDA; André Carlos Ponce De Leon Ferreira De CARVALHO; T LUDERMIR. 2000. Evolutionary optimization of rbf networks. In: Vi simpósio brasileiro de redes neurais. Brasil.
  268. Physical Sciences Artificial Intelligence
    M BRIZOTTI; André Carlos Ponce De Leon Ferreira De CARVALHO. 2000. Comparing different clustering techniques rbf networks training. In: Vi simpósio brasileiro de redes neurais. Brasil.
  269. Physical Sciences Computer Science (miscellaneous)
    André Carlos Ponce De Leon Ferreira De CARVALHO; Brijesh VERMA; Kuldeep KUMAR. 2000. An algorithm for analysis and validation of segmentation points in oversegmented cursive handwriting. In: International conference on knowledge based computer systems (kbcs'2000). Índia.
  270. Social Sciences & Humanities Accounting
    Alexandre Cláudio Botazzo DELBEM; Bretas N G; De Carvalho A. 2000. Distribution system reconfiguration using graph chain representation. In: International conference on power system technology (powercon 2000). Austrália.
  271. Physical Sciences Artificial Intelligence
    Costa De Sousa H; André Carlos Ponce De Leon Ferreira De CARVALHO. 1999. Pattern recognition using constructive algorithms. In: International conference on neural networks. Estados Unidos.
  272. Physical Sciences Artificial Intelligence
    C CAULKINS; R OLIVEIRA; S REZENDE; André Carlos Ponce De Leon Ferreira De CARVALHO; M MONARD. 1999. Applying neural networks to determine vibration parameters in a turbine. In: International joint conference on neural networks; ijcnn'99. Estados Unidos.
  273. Physical Sciences Electrical and Electronic Engineering
    P PRAMPERO; André Carlos Ponce De Leon Ferreira De CARVALHO. 1999. Classifier combination for vehicle silhouettes recognition. In: Seventh international conference on image processing and its applications; ipa'99. Grã-Bretanha.
  274. Physical Sciences Computer Science (miscellaneous)
    R FERRARI; André Carlos Ponce De Leon Ferreira De CARVALHO; P MARQUES; A FRERE. 1999. Computerized classification of breast lesions: shape and texture analysis using an artificial neural network. In: Seventh international conference on image processing and its applications; ipa'99. Grã-Bretanha.
  275. Physical Sciences Artificial Intelligence
    M BRIZOTTI; André Carlos Ponce De Leon Ferreira De CARVALHO. 1999. The influence of clustering techniques in the rbf networks generalization. In: Seventh international conference on image processing and its applications; ipa'99. Grã-Bretanha.
  276. Physical Sciences Electrical and Electronic Engineering
    D JORGE; D COURY; André Carlos Ponce De Leon Ferreira De CARVALHO. 1999. Localização de faltas em linhas de transmissão de energia elétrica utilizando reconhecimento de padrões. In: Iv congresso btasileiro de redes neurais; cbrn'99. Brasil.
  277. Physical Sciences Artificial Intelligence
    Katti FACELI; André Carlos Ponce De Leon Ferreira De CARVALHO; S REZENDE; Fábio MELFI. 1999. Sistemas inteligentes para fusao de sensores. In: Ii encontro nacional de inteligencia artificial. Brasil.
  278. Physical Sciences Artificial Intelligence
    G BATISTA; André Carlos Ponce De Leon Ferreira De CARVALHO; M MONARD. 1999. Aplicando seleção unilateral em conjuntos de exemplos desbalanceados: resultados iniciais. In: Ii encontro nacional de inteligencia artificial. Brasil.
  279. Physical Sciences Computer Science (miscellaneous)
    Ricardo SOVAT; André Carlos Ponce De Leon Ferreira De CARVALHO. 1999. Um ambiente para desenvolvimento de sistemas de raciocionio baseado em casos. In: Ii encontro nacional de inteligencia artificial. Brasil.
  280. Physical Sciences Biomedical Engineering
    M ROSA; J PEREIRA; M GRELLET; André Carlos Ponce De Leon Ferreira De CARVALHO. 1999. Signal processing and statistical procedures to identify laryngeal pathologie. In: 6th ieee international conference on electronics; circuits and systems. Chipre.
  281. Physical Sciences Artificial Intelligence
    E LACERDA; André Carlos Ponce De Leon Ferreira De CARVALHO. 1999. Credit analysis using radial basis function networks. In: 3rd international conference on computational intelligence and multimedia applications; iccima'99. Índia.
  282. Social Sciences & Humanities Business, Management and Accounting (miscellaneous)
    Humberto De SOUZA; André Carlos Ponce De Leon Ferreira De CARVALHO. 1999. Credit assessment using constructive neural networks. In: 3rd international conference on computational intelligence and multimedia applications; iccima'99. Índia.
  283. Physical Sciences Computer Science (miscellaneous)
    H DINIZ; L ANDRADE; André Carlos Ponce De Leon Ferreira De CARVALHO; M ANDRADE. 1999. Architecture design of artificial neural networks based on box & jenkins models for time series prediction. In: 3rd international conference on computational intelligence and multimedia applications; iccima'99. Índia.
  284. Physical Sciences Engineering (miscellaneous)
    P LEITE; A CARNEIRO; André Carlos Ponce De Leon Ferreira De CARVALHO. 1999. Aplicação de computação evolucionária np planejamento de sistemas hidrotérmicos. In: 20th iberian latin-american conference on computational methods on engineering; xx cilamce. Brasil.
  285. Physical Sciences Artificial Intelligence
    De O Rosa M; Pereira J C; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Evaluation of neural classifiers using statistic methods for identification of laryngeal pathologies. In: 5th brazilian symposium on neural networks. Brasil.
  286. Physical Sciences Artificial Intelligence
    Carneiro A A F M; Leite P T; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. A genetic algorithm approach to optimize the operation planning of hydrothermal system scheduling. In: 5th brazilian symposium on neural networks. Brasil.
  287. Physical Sciences Computer Science (miscellaneous)
    J Bonifácio JR; A CANSIAN; André Carlos Ponce De Leon Ferreira De CARVALHO; E MOREIRA. 1998. An adaptive intrusion detection system using neural networks. In: Ifip world computer congress - security in information systems. Austria.
  288. Physical Sciences Artificial Intelligence
    P HORST; T PADILHA; C ROCHA; S REZENDE; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Knowledge acquisition using symbolic and connectionist algorithms for credit evaluation. In: Ieee world congress on computational intelligence. Estados Unidos.
  289. Physical Sciences Artificial Intelligence
    A CARNEIRO; P LEITE; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Genetic algorithms applied to hydrothermal system scheduling. In: The international conference on power system technology; powercon'98. China.
  290. Physical Sciences Artificial Intelligence
    Ernesto VARGAS; Marco Alvarez VEGA; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Multi-thread object oriented simulator of ontogenic neural networks. In: Ii international conference on computational intelligence and multimedia applications; iccima'98. Austrália.
  291. Physical Sciences Artificial Intelligence
    C MILARÉ; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Using a neural network in a case based reasoning system. In: Ii international conference on computational intelligence and multimedia applications; iccima'98. Austrália.
  292. Physical Sciences Artificial Intelligence
    Edmar MARTINELI; H DINIZ; André Carlos Ponce De Leon Ferreira De CARVALHO; S REZENDE. 1998. Bankruptcy prediction using connectionist and symbolic learning algorithms. In: Ieee world congress on computational intelligence; wcci'98. Estados Unidos.
  293. Physical Sciences Computer Science Applications
    N FURTADO; E KAWAMOTO; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Evaluation and ranking of transportation projects using neural network. In: 8th world conference on transport research. Holanda.
  294. Physical Sciences Energy Engineering and Power Technology
    A CARNEIRO; André Carlos Ponce De Leon Ferreira De CARVALHO; P LEITE; M Silva FILHO; M KADOWAKI. 1998. Optimal energy operation of hydrothermal systems using artificial intelligence techniques. In: Vi symposium of specialists in electric operational and expantion planning - vi sepope. Brasil.
  295. Physical Sciences Artificial Intelligence
    P PRAMPERO; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Recognition of vehicles using combination of classifiers. In: Ieee world congress on computational intelligence; wcci'98. Estados Unidos.
  296. Physical Sciences Computer Science (miscellaneous)
    J Bonifácio JR; A CANSIAN; André Carlos Ponce De Leon Ferreira De CARVALHO; E MOREIRA. 1998. Neural networks applied in intrusion detection systems. In: Ieee world congress on computational intelligence; wcci'98. Estados Unidos.
  297. Physical Sciences Energy Engineering and Power Technology
    A DELBEN; N BRETAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Optimal energy restoration for general distribution systems by genetical algorithms. In: International conference on power system technology; powercon'98. China.
  298. Physical Sciences Chemistry (miscellaneous)
    A SOUZA; F LANÇAS; J VILEGAS; R ROMERO; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Chemical classification of monoterpenes by their mass spectra using artificial neural networks of the multilayer perceptron model. In: 20th international symposium on capillary chromatography. Itália.
  299. Physical Sciences Computer Networks and Communications
    J Bonifácio JR; A CANSIAN; André Carlos Ponce De Leon Ferreira De CARVALHO; E MOREIRA. 1998. Um ambiente de segurança distribuído para a integração de firewalls com sistemas de detecção de intrusão. In: Xvi simpósio brasileiro de redes de computadores; sbrc'98. Brasil.
  300. Physical Sciences Energy Engineering and Power Technology
    A DELBEN; N BRETAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. A ga approach for optimal energy restoration in radial distributed systems. In: Third portuguese conference on automatic control. Portugal.
  301. Physical Sciences Environmental Science (miscellaneous)
    W HANISH; André Carlos Ponce De Leon Ferreira De CARVALHO; E PIRES. 1998. A neural network model to predict parameters of a wastewater treatment plant. In: Third international conference on hydroinformatics. Brasil.
  302. Physical Sciences Artificial Intelligence
    N FURTADO; E KAWAMOTO; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Neural network to transportaion decision maker. In: Fourth international conference on decision science. Austrália.
  303. Physical Sciences Energy Engineering and Power Technology
    A CARNEIRO; P LEITE; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Planejamento ótimo da operação energética utilizando algoritmos genéticos. In: Xii congresso brazileiro de automática. Brasil.
  304. Physical Sciences Electrical and Electronic Engineering
    A DELBEN; N BRETAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Algoritmos genéticos associados a cadeias de grafos para restabelecimento de energia. In: Xii congresso brazileiro de automática. Brasil.
  305. Physical Sciences Energy Engineering and Power Technology
    A DELBEN; N BRETAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Um algoritmo de inteligência artificial com heurísticas fuzzy para restabelecimento de energia em sistemas de distribuição radial. In: Xii congresso brazileiro de automática. Brasil.
  306. Physical Sciences Artificial Intelligence
    M OLESKOVICZ; D COURY; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Artificial neural networks applied to power system protection. In: V simpósio brasileiro de redes neurais. Brasil.
  307. Physical Sciences Artificial Intelligence
    Filho E F M; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Target recognition using evolutionary neural networks. In: 5th brazilian symposium on neural networks. Brasil.
  308. Physical Sciences Artificial Intelligence
    M ROSA; J PEREIRA; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Validation of neural classifiers using statistical methods for identification of laryngeal pathologies. In: V simpósio brasileiro de redes neurais. Brasil.
  309. Social Sciences & Humanities Education
    C NOBRE; A BRAGA; André Carlos Ponce De Leon Ferreira De CARVALHO; T LUDERMIR; J BRAGA. 1998. Extração de conhecimento: uma comparação entre os métodos clássico e conexionista. In: V simpósio brasileiro de redes neurais. Brasil.
  310. Physical Sciences Artificial Intelligence
    D JORGE; D COURY; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Redes neurais artificiais aplicadas à localização de faltas em linhas de transmissão de energia elétrica. In: V simpósio brasileiro de redes neurais. Brasil.
  311. Physical Sciences Artificial Intelligence
    P PRAMPERO; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Combinação de classificadores neurais para o reconhecimento de imagens de navios. In: V simpósio brasileiro de redes neurais. Brasil.
  312. Physical Sciences Engineering (miscellaneous)
    E LACERDA; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Redes de funções base radial para avaliação de risco de crédito. In: V simpósio brasileiro de redes neurais. Brasil.
  313. Physical Sciences Artificial Intelligence
    H DINIZ; André Carlos Ponce De Leon Ferreira De CARVALHO; M ANDRADE. 1998. Previsão de séries temporais utilizando redes neurais artificiais e modelos de box & jenkins. In: V simpósio brasileiro de redes neurais. Brasil.
  314. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    A SOUZA; F LANÇAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Artificial neural network classification of milk using chromatograms of its lipidic portion obtained by hrgc. In: 7th latin-american congress on chromatography and related techniques ? colacro vii. Brasil.
  315. Life Sciences Neuroscience (miscellaneous)
    Fábio MELFI; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Human performance in maze navigation problems. In: Proceedings of the ii international conference on cognitive and neural systems. Estados Unidos.
  316. Physical Sciences Artificial Intelligence
    Vargas E C; De Sousa H C; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Automatic target recognition using a constructive approach. In: 5th brazilian symposium on neural networks. Brasil.
  317. Physical Sciences Artificial Intelligence
    T LUDERMIR; A BRAGA; C NOBRE; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Extracting rules from neural networks: a datamining approach. In: I international conference on data mining. Brasil.
  318. Physical Sciences General Energy
    Alexandre Cláudio Botazzo DELBEM; Newton Geraldo BRETAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Restabelecimento de energia ótimo em sistemas de distribuição radiais por algoritmos genéticos. In: Iii congresso latino americano de distribuição de energia elétrica. Brasil.
  319. Physical Sciences General Energy
    Alexandre Cláudio Botazzo DELBEM; Newton Geraldo BRETAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Restabelecimento de energia em sistemas de distribuição radiais usando busca com heurísticas fuzzy. In: Iii congresso latino americano de distribuição de energia elétrica. Brasil.
  320. Physical Sciences Computer Science (miscellaneous)
    J Bonifácio JR; A CANSIAN; André Carlos Ponce De Leon Ferreira De CARVALHO; E MOREIRA. 1997. Network intrusion detection using neural networks. In: International conference on computational intelligence and multimedia applications. Austrália.
  321. Physical Sciences Computer Networks and Communications
    J Bonifácio JR; A CANSIAN; André Carlos Ponce De Leon Ferreira De CARVALHO; E MOREIRA. 1997. Modelo adaptativo para detecção de comportamento suspeito em redes de computadores. In: Xv simpósio brasileiro de redes de computadores; sbrc'97. Brasil.
  322. Physical Sciences Computer Science (miscellaneous)
    A CANSIAN; E MOREIRA; F MORISHITA; J Bonifácio JR; André Carlos Ponce De Leon Ferreira De CARVALHO. 1997. An adaptative system for detecting intrusion in networks. In: Iii international congress on information engineering. Argentina.
  323. Physical Sciences Computer Science Applications
    A DELBEN; A BRETAS; L ALBERTO; André Carlos Ponce De Leon Ferreira De CARVALHO; D COURY. 1997. Implementation and test of a distance relay using artificial neural networks. In: International conference on engineering applications of neural networks; eann'97. Suécia.
  324. Physical Sciences Artificial Intelligence
    C MILARÉ; André Carlos Ponce De Leon Ferreira De CARVALHO. 1997. Case based reasoning using neural networks. In: I encontro nacional de inteligência artificial; enia'97. Brasil.
  325. Physical Sciences Energy Engineering and Power Technology
    S RODGHER; G FABBRI; André Carlos Ponce De Leon Ferreira De CARVALHO. 1997. A utilização de redes neurais artificiais para classificação de solos tropicais. In: Xi congresso de ensino e pesquisa em transportes; xi anpet. Brasil.
  326. Physical Sciences Electrical and Electronic Engineering
    A DELBEN; N BRETAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 1997. Restauração ótima de energia em sistemas de distribuição. In: Xiv snptee seminário nacional de produção e transmissão de energia elétrica. Brasil.
  327. Life Sciences General Neuroscience
    W HANISH; C MILARÉ; André Carlos Ponce De Leon Ferreira De CARVALHO; E PIRES. 1997. Modelagem de uma estação de tratamento de esgoto utilizando redes neurais: conceituação e modelagem preliminar. In: Xix conferência brasileira de engenharia ambiental. Brasil.
  328. Physical Sciences Computer Science (miscellaneous)
    Fábio MELFI; Rodrigo BARROS; André Carlos Ponce De Leon Ferreira De CARVALHO. 1997. Comportamento de evitar obstáculo para sistema de navegação. In: Iv simpósio brasileiro de redes neurais. Brasil.
  329. Physical Sciences Computer Science (miscellaneous)
    Ernesto VARGAS; Marco Alvarez VEGA; André Carlos Ponce De Leon Ferreira De CARVALHO. 1997. Simulador multi-threads de redes neurais ontogênicas orientado a objetos. In: Iv simpósio brasileiro de redes neurais. Brasil.
  330. Physical Sciences Computer Science Applications
    P PRAMPERO; André Carlos Ponce De Leon Ferreira De CARVALHO. 1997. Reconhecimento de silhuetas de veículos usando combinação de estimadores. In: Iv simpósio brasileiro de redes neurais. Brasil.
  331. Physical Sciences Artificial Intelligence
    Filho E F M; André Carlos Ponce De Leon Ferreira De CARVALHO. 1997. Evolutionary design of mlp neural network architectures. In: 4th brazilian symposium on neural networks. Brasil.
  332. Physical Sciences Artificial Intelligence
    H DINIZ; André Carlos Ponce De Leon Ferreira De CARVALHO; M ANDRADE. 1997. Previsão de series temporais atraves de redes neurais artificiais e metodos estocasticos. In: Iv simpósio brasileiro de redes neurais. Brasil.
  333. Physical Sciences Artificial Intelligence
    J ALVES; André Carlos Ponce De Leon Ferreira De CARVALHO. 1997. Utilização de redes neurais artificiais para previsão de séries temporais. In: Iv simpósio brasileiro de redes neurais. Brasil.
  334. Physical Sciences Computer Science (miscellaneous)
    P HORST; C ROCHA; T PADILHA; S REZENDE; André Carlos Ponce De Leon Ferreira De CARVALHO. 1997. Usando algoritmos simbólicos e conexionistas para avaliação de crédito. In: Iv simpósio brasileiro de redes neurais. Brasil.
  335. Physical Sciences Artificial Intelligence
    E LACERDA; André Carlos Ponce De Leon Ferreira De CARVALHO. 1997. Combinando algoritmos genéticos com o algoritmo k-médias para configuração de redes de funções base radial. In: Iv simpósio brasileiro de redes neurais. Brasil.
  336. Physical Sciences Artificial Intelligence
    Edmar MARTINELI; H DINIZ; André Carlos Ponce De Leon Ferreira De CARVALHO; S REZENDE. 1997. O problema de falência de bancos usando cn2; c4.5 e redes neurais artificiais. In: Iv simpósio brasileiro de redes neurais. Brasil.
  337. Physical Sciences Computer Science (miscellaneous)
    E FILHO; André Carlos Ponce De Leon Ferreira De CARVALHO; A MATIAS. 1997. Credit assessment using evolutionary mlp networks. In: Fifth international comference computational finance; cf'97. Grã-Bretanha.
  338. Social Sciences & Humanities Accounting
    Alexandre Cláudio Botazzo DELBEM; Newton Geraldo BRETAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 1997. Optimal energy restoration in distribution systems using genetics algorithms. In: International conference on computational intelligence and multimedia applications. Austrália.
  339. Physical Sciences General Energy
    Alexandre Cláudio Botazzo DELBEM; Newton Geraldo BRETAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 1997. Restabelecimento ótimo de energia em sistemas de distribuição utilizando algoritmos genéticos. In: Xiv snptee seminário nacional de produção e transmissão de energia elétrica. Brasil.
  340. Social Sciences & Humanities Accounting
    Alexandre Cláudio Botazzo DELBEM; Newton Geraldo BRETAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 1997. Energy restoration in distribution systems using search with fuzzy heuristics. In: The 29th north american power symposium (ieee sponsored). Estados Unidos.
  341. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; M FAIRHURST; D BISSET. 1996. Implementation of boolean neural networks on parallel computers. In: Ii argentinian computer science. Argentina.
  342. Life Sciences Neuroscience (miscellaneous)
    E FILHO; André Carlos Ponce De Leon Ferreira De CARVALHO. 1996. Neuraval - sistema neural para avaliação de crédito. In: Xxix conferência brasileira e xvi congresso internacional de informática e telecomunicações; sucesu'96. Brasil.
  343. Physical Sciences Artificial Intelligence
    E FILHO; André Carlos Ponce De Leon Ferreira De CARVALHO; A MATIAS. 1996. Utilização de redes neurais na análise de risco de crédito a pessoal física. In: Iii simpósio brasileiro de redes neurais. Brasil.
  344. Physical Sciences Biomedical Engineering
    W HANISH; C MILARÉ; André Carlos Ponce De Leon Ferreira De CARVALHO; E PIRES. 1996. Modelagem preliminar de uma estação de tratamento de esgoto utilizando redes neurais. In: Iii simpósio brasileiro de redes neurais. Brasil.
  345. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; M FAIRHURST; D BISSET. 1996. Training algorithms for gsnf neural networks. In: Ii workshop de visão cibernética. Brasil.
  346. Physical Sciences Artificial Intelligence
    Arturo Suman BRETAS; Alexandre Cláudio Botazzo DELBEM; Luís Fernado Costa ALBERTO; Andr Carlos Ponce De Leon Ferreira De CARVALHO; Aluizio Fausto Ribeiro ARAÚJO et al. 1996. Esquema de proteção à distância para linhas de transmissão utilizando redes neurais artificiais. In: Iii simpósio brasileiro de redes neurais. Brasil.
  347. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; M FAIRHURST; D BISSET. 1995. Learning strategies to train gsnf neural networks. In: Weightless neural network workshop'95. Grã-Bretanha.
  348. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; M FAIRHURST; D BISSET. 1995. Image classification using an integrated neural architecture based on boolean nodes. In: Weightless neural network workshop'95. Grã-Bretanha.
  349. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO. 1995. A modular neural network architecture for pattern recognition. In: Ii simpósio brasileiro de redes neurais. Brasil.
  350. Physical Sciences Artificial Intelligence
    M TRONCO; A PORTO; André Carlos Ponce De Leon Ferreira De CARVALHO. 1995. Sistema de reconhecimento de peças mecânicas para robô de montagem - abordagem utilizando rede neural com arquitetura baseada no modelo gsn. In: Ii simpósio brasileiro de redes neurais. Brasil.
  351. Physical Sciences Artificial Intelligence
    M TRONCO; A PORTO; André Carlos Ponce De Leon Ferreira De CARVALHO. 1995. Desenvolvimento de um sistema de visão artificial de robô baseado em redes neurais. In: Xiii congresso brasileiro and ii congresso ibero americano de engenharia mecânica - xiii cobem-cidim/95. Brasil.
  352. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; M FAIRHURST; D BISSET. 1994. A modular boolean architecture for pattern recognition. In: Ieee world congress on computational intelligence. Estados Unidos.
  353. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; M FAIRHURST; D BISSET. 1994. Feature extraction using the soft boolean architecture. In: I simpósio brasileiro de redes neurais. Brasil.
  354. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; M FAIRHURST; D BISSET. 1993. A self-organising feature extraction architecture for boolean networks. In: Weightless neural network workshop'93. Grã-Bretanha.
  355. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; M FARHURST; D BISSET. 1992. Goal seeking neuron network architectures for image classification applications. In: Iv iee international conference on image processing and its applications. Holanda.
  356. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; M FAIRHURST; D BISSET. 1992. Soft - a boolean self organising feature extractor. In: Icann 92. Grã-Bretanha.
  357. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; M FAIRHURST; D BISSET. 1992. A lazy learning approach to the training of gsn neural networks. In: Icann 92. Grã-Bretanha.
  358. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; M FAIRHURST; D BISSET. 1992. Self-organising neural networks for two-dimensional image classification: a boolean network approach. In: International symposium on signals; systems and electronics - issse 92. França.
  359. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; M FAIRHURST; D BISSET. 1992. Integrated boolean neural networks for feature extraction and image classification. In: Iee colloquium on neural networks for image applications. Grã-Bretanha.
  360. Physical Sciences Artificial Intelligence
    M FARHURST; André Carlos Ponce De Leon Ferreira De CARVALHO; K COWLEY; D BISSET. 1991. A parallel approach to the real-time classification of handprinted characters. In: Iwfhr-2 international workshop. França.
  361. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; M FARHURST; D BISSET; E FILHO. 1991. An analysis of self-organising networks based on goal seeking neurons. In: Ii iee international conference on artificial neural networks. Grã-Bretanha.
  362. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; Clylton FERNANDES. 1990. Um novo modelo de neurônio para o reconhecimento de sequências. In: Iv simpósio brasileiro de inteligência artificial; sbia'90. Brasil.
  1. Health Sciences Public Health, Environmental and Occupational Health
    Naspolini Nathalia FERRAZZO; Vanzele Pedro A R; Tótolo PEDRO; Schüroff Paulo ALFONSO; Fatori DANIEL et al. 2024. Lead contamination in human milk affects infants? language trajectory: results from a prospective cohort study. Frontiers in public health. 12, 1450570-.
  2. Social Sciences & Humanities Information Systems and Management
    Mastelini Saulo MARTIELLO; Veloso BRUNO; Halford MAX; André Carlos Ponce De Leon Ferreira De CARVALHO; João GAMA. 2024. Swinn: efficient nearest neighbor search in sliding windows using graphs. Information fusion. 101, 101979-.
  3. Physical Sciences General Computer Science
    Marana Fernanda TOSTES; Da Silva Fernandes RENATO; Guzmán Jorge Luis BAZÁN; André Carlos Ponce De Leon Ferreira De CARVALHO; Cúri MARIANA. 2024. What rating they will probably give: a cognitive diagnosis approach for recommending items based on polytomous responses and latent attributes. Expert systems with applications. 245, 122981-.
  4. Physical Sciences General Computer Science
    Gomes Mantovani RAFAEL; Horváth TOMÁ; Rossi André L D; Cerri RICARDO; Barbon Junior SYLVIO et al. 2024. Better trees: an empirical study on hyperparameter tuning of classification decision tree induction algorithms. Data mining and knowledge discovery. 1, 1-1416.
  5. Physical Sciences Information Systems
    Pio Pedro B; Rivolli ADRIANO; André Carlos Ponce De Leon Ferreira De CARVALHO; Garcia Luís P F. 2024. A review on preprocessing algorithm selection with meta-learning. Knowledge and information systems. 66, 1-28.
  6. Social Sciences & Humanities Accounting
    De Castilho Braz Douglas DONIZETI; Dos Santos Moisés ROCHA; De Paula Marcos Basile SAVIANO; Da Silva Filho DONATO; Guarnier EWERTON et al. 2024. Multi-source data ensemble for energy price trend forecasting. Engineering applications of artificial intelligence. 133, 108125-.
  7. Social Sciences & Humanities General Business, Management and Accounting
    Alvaro Valentim Pereira De Menezes BANDEIRA; Gabriel Monteiro FERRACIOLI; Santos Moises R; André Carlos Ponce De Leon Ferreira De CARVALHO. 2024. How to balance financial returns with metalearning for trend prediction. Journal of information and data management - jidm. 15, 142-151.
  8. Physical Sciences General Computer Science
    Icaro M MIRANDA; Claus ARANHA; André Carlos Ponce De Leon Ferreira De CARVALHO; Luís P F GARCIA. 2024. Empirical comparison of eeg signal classification techniques through genetic programming-based automl: an extended study. Journal of information and data management - jidm. 15, 175-185.
  9. Physical Sciences General Computer Science
    Pio Pedro B; Adriano RIVOLLI; André Carlos Ponce De Leon Ferreira De CARVALHO; Garcia Luis Paulo F. 2024. Two meta-learning approaches for noise filter algorithm recommendation. Journal of information and data management - jidm. 15, 132-141.
  10. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Avila Santos Anderson P; De Almeida Breno L S; Bonidia Robson P; Stadler Peter F; Stefanic POLONCA et al. 2024. Biodeepfuse: a hybrid deep learning approach with integrated feature extraction techniques for enhanced non-coding rna classification. Rna biology. 21, 1-12.
  11. Physical Sciences Computer Science Applications
    Castilho DOUGLAS; Souza Thársis T P; Kang Soong MOON; João GAMA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2024. Forecasting financial market structure from network features using machine learning. Knowledge and information systems. 1, 1-29.
  12. Health Sciences General Dentistry
    Daniela Giraldo ROLDAN; Matheus Henrique De Cerqueira PINTO; André Carlos Ponce De Leon Ferreira De CARVALHO; Santos Silva Alan ROGER; Marcio LOPES et al. 2024. Artificial intelligence and radiomics in the diagnosis of intraosseous lesions of the gnathic bones: <scp>a</scp> systematic review. Journal of oral pathology & medicine. 53, 415-433.
  13. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Florentino Bruno RAFAEL; Parmezan Bonidia ROBSON; Sanches Natan HENRIQUE; Da Rocha Ulisses N; André Carlos Ponce De Leon Ferreira De CARVALHO. 2024. Bioprediction-rpi: democratizing the prediction of interaction between non-coding rna and protein with end-to-end machine learning. Computational and structural biotechnology journal. 23, 2267-2276.
  14. Social Sciences & Humanities General Social Sciences
    Márcia Regina Martins Martinez CORSO; Luísa PASETO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2024. Inteligência artificial; urbanização e cidades. Revista usp. 141, 81-90.
  15. Health Sciences Oral Surgery
    Araujo Anna Luiza DAMACENO; De Souza Eduardo Santos CARLOS; Saldivia Siracusa CRISTINA; Lopes Marcio AJUDARTE; André Carlos Ponce De Leon Ferreira De CARVALHO et al. 2024. Convnext for the classification of oral potentially malignant disorders and squamous cell carcinoma. Oral surgery oral medicine oral pathology oral radiology. 137, e296-e297.
  16. Physical Sciences General Environmental Science
    Jorge Yoshio KANDA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2023. Previsão do preço do carbono por modelos de aprendizado de máquina. Revista amazônia; organizações e sustentabilidade. 12, 158-176.
  17. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Araújo Anna Luíza DAMACENO; Da Silva Viviane MARIANO; Kudo Maíra SUZUKA; De Souza Eduardo Santos CARLOS; Saldivia Siracusa CRISTINA et al. 2023. Machine learning concepts applied to oral pathology and oral medicine: a convolutional neural networks' approach. Journal of oral pathology & medicine. 1, 1-.
  18. Physical Sciences Computer Science (miscellaneous)
    Horváth TOMÁ; Mantovani Rafael G; André Carlos Ponce De Leon Ferreira De CARVALHO. 2023. Hyper-parameter initialization of classification algorithms using dynamic time warping: a perspective on pca meta-features. Applied soft computing. 134, 109969-.
  19. Physical Sciences Artificial Intelligence
    Menezes Angelo G; De Moura GUSTAVO; Alves CÉZANNE; André Carlos Ponce De Leon Ferreira De CARVALHO. 2023. Continual object detection: a review of definitions; strategies; and challenges. Neural networks. 161, 476-493.
  20. Health Sciences Medicine (miscellaneous)
    Araújo Anna Luíza DAMACENO; De Souza Eduardo Santos CARLOS; Faustino Isabel Schausltz PEREIRA; Saldivia Siracusa CRISTINA; Brito Sarracino TAMIRES et al. 2023. Clinicians? perceptions of oral leukoplakia: a pitfall for image annotation in supervised learning. Oral surgery oral medicine oral pathology oral radiology. 1, 1-.
  21. Social Sciences & Humanities Management Science and Operations Research
    Silva Lorrany Cristina DA; Ueno Fernanda YUKA; Santos Maristela Oliveira DOS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2023. A new modelling for the aircraft landing problem and matheuristic approach to solve the problem with a large number of aircraft. Pesquisa operacional (online). 43, 1-30.
  22. Health Sciences Oral Surgery
    Araujo Anna Luiza DAMACENO; Souza Eduardo Santos Carlos DE; Faustino Isabel Schausltz PEREIRA; Siracusa Cristina SALDIVIA; Lopes Marcio AJUDARTE et al. 2023. Deep learning for automatic segmentation of clinical photographs of oral premalignant and malignant lesions. Oral surgery oral medicine oral pathology oral radiology. 136, e31-e32.
  23. Physical Sciences General Computer Science
    Pereira Gean T; Santos Iury B A; Garcia Luís P F; Urruty THIERRY; Visani MURIEL et al. 2023. Neural architecture search with interpretable meta-features and fast predictors. Information sciences. 649, 119642-.
  24. Life Sciences Animal Science and Zoology
    Avila Santos Anderson PAULO; Kabiru Nata Ala MUHAMMAD; Kasmanas Jonas COELHO; Bartholomäus ALEXANDER; Keller Costa TINA et al. 2023. The animalassociatedmetagenomedb reveals a bias towards livestock and developed countries and blind spots in functional-potential studies of animal-associated microbiomes. Animal microbiome. 5, 1-.
  25. Physical Sciences General Computer Science
    Hidelberg O ALBUQUERQUE; Ellen SOUZA; Carlos GOMES; Matheus Henrique De Cerqueira PINTO; Ricardo P S FILHO et al. 2023. Named entity recognition: a survey for the portuguese language. Procesamiento del lenguaje natural. 70, 171-185.
  26. Physical Sciences General Computer Science
    Martiello Mastelini SAULO; Nakano Felipe KENJI; Vens CELINE; André Carlos Ponce De Leon Ferreira De CARVALHO. 2023. Online extra trees regressor. Ieee transactions on neural networks and learning systems. 34, 6755-6767.
  27. Physical Sciences Artificial Intelligence
    Rivolli ADRIANO; Garcia Luís P F; Soares CARLOS; Vanschoren JOAQUIN; André Carlos Ponce De Leon Ferreira De CARVALHO. 2022. Meta-features for meta-learning. Knowledge-based systems. 240, 108101-108122.
  28. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Bonidia Robson P; Domingues Douglas S; Sanches Danilo S; André Carlos Ponce De Leon Ferreira De CARVALHO. 2022. Mathfeature: feature extraction package for dna; rna and protein sequences based on mathematical descriptors. Briefings in bioinformatics. 23, 1-10.
  29. Physical Sciences Artificial Intelligence
    Aguiar Gabriel J; Santana Everton J; André Carlos Ponce De Leon Ferreira De CARVALHO; Barbon Junior SYLVIO. 2022. Using meta-learning for multi-target regression. Information sciences. 584, 665-684.
  30. Physical Sciences Physics and Astronomy (miscellaneous)
    Mastelini Saulo MARTIELLO; Cassar Daniel R; Alcobaça EDESIO; Tiago BOTARI; André Carlos Ponce De Leon Ferreira De CARVALHO et al. 2022. Machine learning unveils composition-property relationships in chalcogenide glasses. Acta materialia. 240, 118302-.
  31. Physical Sciences Mathematics (miscellaneous)
    Bonidia Robson P; Avila Santos Anderson P; De Almeida Breno L S; Stadler Peter F; Nunes Da Rocha ULISSES et al. 2022. Information theory for biological sequence classification: a novel feature extraction technique based on tsallis entropy. Entropy. 24, 1398-.
  32. Life Sciences General Immunology and Microbiology
    Nata Ala Muhammad KABIRU; Avila Santos Anderson P; Coelho Kasmanas JONAS; Bartholomäus ALEXANDER; Saraiva João PEDRO et al. 2022. Marinemetagenomedb: a public repository for curated and standardized metadata for marine metagenomes. Environmental microbiome. 17, 1-10.
  33. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Robson Parmezan BONIDIA; Santos Anderson P AVILA; De Almeida Breno L S; Stadler Peter F; Da Rocha Ulisses N et al. 2022. Bioautoml: automated feature engineering and metalearning to predict noncoding rnas in bacteria. Briefings in bioinformatics. 1, 1-13.
  34. Physical Sciences Computer Science (miscellaneous)
    Barella Victor H; Garcia Luís P F; De Souto Marcilio C P; Lorena Ana C; André Carlos Ponce De Leon Ferreira De CARVALHO. 2021. Assessing the data complexity of imbalanced datasets. Information sciences. 553, 83-109.
  35. Life Sciences Agricultural and Biological Sciences (miscellaneous)
    Brandoli BRUNO; Spadon GABRIEL; Esau TRAVIS; Hennessy PATRICK; André Carlos Ponce De Leon Ferreira De CARVALHO et al. 2021. Dropleaf: a precision farming smartphone tool for real-time quantification of pesticide application coverage. Computers and electronics in agriculture. 180, 105906-.
  36. Physical Sciences Computer Science (miscellaneous)
    Meneses MICHEL; Matos LEONARDO; Prado BRUNO; André Carlos Ponce De Leon Ferreira De CARVALHO; Macedo HENDRIK. 2021. Smartsort: an mlp-based method for tracking multiple objects in real-time. Journal of real-time image processing. 1, 1-9.
  37. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Bonidia Robson P; Sampaio Lucas D H; Domingues Douglas S; Paschoal Alexandre R; Lopes Fabrício M et al. 2021. Feature extraction approaches for biological sequences: a comparative study of mathematical features. Briefings in bioinformatics. 1, 1-20.
  38. Physical Sciences Artificial Intelligence
    Mastelini Saulo MARTIELLO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2021. Using dynamical quantization to perform split attempts in online tree regressors. Pattern recognition letters. 145, 37-42.
  39. Physical Sciences Computer Science (miscellaneous)
    Rossi Andre L D; Carlos SOARES; Bruno Feres De SOUZA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2021. Micro-metastream: algorithm selection for time-changing data. Information sciences. 565, 262-277.
  40. Social Sciences & Humanities Philosophy
    André Carlos Ponce De Leon Ferreira De CARVALHO. 2021. Inteligência artificial: riscos; benefícios e uso responsável. Estudos avançados (online). 35, 21-36.
  41. Physical Sciences Computer Science Applications
    Cassar Daniel R; Mastelini Saulo MARTIELLO; Tiago BOTARI; Alcobaça EDESIO; André Carlos Ponce De Leon Ferreira De CARVALHO et al. 2021. Predicting and interpreting oxide glass properties by machine learning using large datasets. Ceramics international. 47, 23958-23972.
  42. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Alkhnbashi Omer S; Mitrofanov ALEXANDER; Robson Parmezan BONIDIA; Raden MARTIN; Tran Van DINH et al. 2021. Crisprloci:comprehensive and accurate annotation of crispr-cas systems. Nucleic acids research. 1, gkab456-.
  43. Physical Sciences Computer Science (miscellaneous)
    Kelly Cristina Ramos Da SILVA; Oliveira Helder L Costa DE; André Carlos Ponce De Leon Ferreira De CARVALHO. 2021. Performance evaluation of outlier rules for labelling outliers in multidimensional dataset. International journal of business intelligence and data mining. 19, 135-152.
  44. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Padilha Victor A; Alkhnbashi Omer S; Tran Van DINH; Shah Shiraz A; André Carlos Ponce De Leon Ferreira De CARVALHO et al. 2021. Casboundary: automated definition of integral cas cassettes. Bioinformatics. 37, 1352-1359.
  45. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Kasmanas Jonas COELHO; Bartholomäus ALEXANDER; Corrêa Felipe BORIM; Tal TAMARA; Jehmlich NICO et al. 2021. Humanmetagenomedb: a public repository of curated and standardized metadata for human metagenomes. Nucleic acids research. 49, D743-D750.
  46. Physical Sciences Materials Science (miscellaneous)
    Soares Juliana COATRINI; Soares Andrey COATRINI; Rodrigues Valquiria CRUZ; Oiticica Pedro Ramon ALMEIDA; Raymundo Pereira Paulo AUGUSTO et al. 2021. Detection of a sars-cov-2 sequence with genosensors using data analysis based on information visualization and machine learning techniques. Materials chemistry frontiers. 5, 5658-5670.
  47. Physical Sciences General Computer Science
    Márcio P BASGALUPP; Rodrigo C BARROS; De Sá A G C; Pappa G L; Mantovani R G et al. 2021. An extensive experimental evaluation of automated machine learning methods for recommending classification algorithms. Evolutionary intelligence (print). 14, 1895-1914.
  48. Physical Sciences Computer Science (miscellaneous)
    Garcia Kemilly DEARO; De Sá Cláudio REBELO; Poel MANNES; Carvalho TIAGO; Mendes Moreira JOÃO et al. 2021. An ensemble of autonomous auto-encoders for human activity recognition. Neurocomputing. 439, 271-280.
  49. Physical Sciences Engineering (miscellaneous)
    Cardoso Evelin Helena SILVA; Silva Marcelino Silva DA; De Albuquerque Felix Junior Francisco EGUINALDO; De Carvalho Solon VENANCIO; De Carvalho Andre Carlos Ponce De Leon FERREIRA et al. 2020. Characterizing the impact of social inequality on covid-19 propagation in developing countries. Ieee access. 8, 172563-172580.
  50. Physical Sciences Materials Science (miscellaneous)
    Alcobaca EDESIO; Mastelini Saulo M; Tiago BOTARI; Bruno De Almeida PIMENTEL; Daniel R CASSAR et al. 2020. Explainable machine learning algorithms to predict glass transition temperature. Acta materialia. 188, 92-100.
  51. Physical Sciences Artificial Intelligence
    Rivolli ADRIANO; Jesse READ; Carlos M SOARES; Bernhard PFAHRINGER; André Carlos Ponce De Leon Ferreira De CARVALHO. 2020. An empirical analysis of binary transformation strategies and base algorithms for multi-label learning. Machine learning. 109, 1509-1563.
  52. Physical Sciences Artificial Intelligence
    Pimentel Bruno ALMEIDA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2020. A meta-learning approach for recommending the number of clusters for clustering algorithms. Knowledge-based systems. 195, 105682-105696.
  53. Physical Sciences Artificial Intelligence
    Mano Leandro Y; Faiçal Bruno S; Gonçalves Vinícius P; Pessin GUSTAVO; Gomes Pedro H et al. 2020. An intelligent and generic approach for detecting human emotions: a case study with facial expressions. Soft computing. 24, 8467-8479.
  54. Physical Sciences Artificial Intelligence
    Fernandes Everlandio R Q; André Carlos Ponce De Leon Ferreira De CARVALHO; Yao XIN. 2020. Ensemble of classifiers based on multiobjective genetic sampling for imbalanced data. Ieee transactions on knowledge and data engineering. 32, 1104-1115.
  55. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Padilha Victor A; Alkhnbashi Omer S; Shah Shiraz A; André Carlos Ponce De Leon Ferreira De CARVALHO; Backofen ROLF. 2020. Crisprcasidentifier: machine learning for accurate identification and classification of crispr-cas systems. Gigascience. 9, 1-.
  56. Health Sciences Health Informatics
    Veiga E Silva LENA; De Andrade Abi Harb Maria Da PENHA; Teixeira Barbosa Dos Santos Aurea MILENE; De Mattos Teixeira Carlos ANDRÉ; Macedo Gomes Vitor HUGO et al. 2020. An analysis of covid-19 mortality underreporting based on data available from official brazilian government internet portals (preprint). Journal of medical internet research. 22, e21413-.
  57. Physical Sciences Computer Science (miscellaneous)
    Bonidia Robson P; Machida Jaqueline SAYURI; Negri Tatianne C; Alves Wonder A L; Kashiwabara Andre Y et al. 2020. A novel decomposing model with evolutionary algorithms for feature selection in long non-coding rnas. Ieee access. 8, 181683-181697.
  58. Physical Sciences Artificial Intelligence
    Edésio ALCOBACA; Felipe SIQUEIRA; Rivolli ADRIANO; Garcia LUIS; Jefferson T OLIVA et al. 2020. Mfe: towards reproducible meta-feature extraction. Journal of machine learning research. 21, 4503-4507.
  59. Physical Sciences General Computer Science
    Garcia Luís P F; Rivolli ADRIANO; Edesio Pinto De Souza Alcobaça NETO; Lorena Ana C; André Carlos Ponce De Leon Ferreira De CARVALHO. 2020. Boosting meta-learning with simulated data complexity measures. Intelligent data analysis. 24, 1011-1028.
  60. Physical Sciences Artificial Intelligence
    Pereira Santos DAVI; Ricardo Bastos Cavalcante PRUDENCIO; De Carvalho André C P L F. 2019. Empirical investigation of active learning strategies. Neurocomputing. 326-327, 15-27.
  61. Physical Sciences Computer Science (miscellaneous)
    Adriano RIVOLLI; André Carlos Ponce De Leon Ferreira De CARVALHO. 2019. The utiml package: multi-label classification in r. R journal. 10, 24-.
  62. Physical Sciences Artificial Intelligence
    Luís P GARCIA; Jens LEHMANN; André Carlos Ponce De Leon Ferreira De CARVALHO; A Carolina LORENA. 2019. New label noise injection methods for the evaluation of noise filters. Knowledge-based systems. 163, 693-704.
  63. Physical Sciences Artificial Intelligence
    Bruno De Almeida PIMENTEL; André Carlos Ponce De Leon Ferreira De CARVALHO. 2019.