André Carlos Ponce De Leon Ferreira De Carvalho

Dados pessoais Membro

Lattes
Grupos de Pesquisa
Genealogia Acadêmica

Nacionalidade: Brasileira
Grande área de atuação: Ciências Exatas e da Terra
Área de atuação: Ciência da Computação

Publicações

Total: 704

Área temática ASJC

Percentual das publicações classificadas

HS Ciências da Saúde
LS Ciências da Vida
MU Multidisciplinar
PS Ciências Físicas
SH Ciências Sociais e Humanidades

Categoria ASJC

Categorias ASJC mais frequentes

Nome	Vínculo	Grande área de atuação	Área de atuação
Nome	Vínculo	Grande área de atuação	Área de atuação
Antonio Nelson Rodrigues Da SILVA		Engenharias	Engenharia de Transportes
Cristiane Neri NOBRE		Ciências Exatas e da Terra	Ciência da Computação
Eduardo Soares OGASAWARA		Ciências Exatas e da Terra	Ciência da Computação
Ellen Polliana Ramos Souza PEREIRA		Ciências Sociais Aplicadas	Ciência da Informação
Guilherme Vanoni POLANCZYK	Membro	Ciências da Saúde	Medicina
Marcelo Knörich ZUFFO		Engenharias	Engenharia Elétrica
Marcos Dos SANTOS		Engenharias	Engenharia de Produção
Paulo Gabriel Gadelha QUEIROZ		Ciências Exatas e da Terra	Ciência da Computação
Paulo Mazzoncini De Azevedo MARQUES		Ciências da Saúde	Medicina
Sandra Maria ALUÍSIO		Ciências Exatas e da Terra	Ciência da Computação
Tiemi Christine SAKATA		Ciências Exatas e da Terra	Ciência da Computação

Figura 1

Número de publicações por ano e por tipo

Todas as publicações do perfil

Figura 2

Categorias ASJC mais frequentes por ano

A cor dos pontos identifica a categoria predominante

Figura 3

Mapa de calor das categorias ASJC por ano

Frequências absolutas; cores mais escuras indicam mais publicações. Todas as categorias ASJC e anos disponíveis, sem aplicar os filtros da página.

Escala: 0 → 19

Mapa de calor das categorias ASJC por ano
Categoria ASJC	1990	1991	1992	1993	1994	1995	1996	1997	1998	1999	2000	2001	2002	2003	2004	2005	2006	2007	2008	2009	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019	2020	2021	2022	2023	2024	2025	2026
1702 · Artificial Intelligence	1	2	5	1	3	6	4	7	19	10	4	14	7	13	14	10	8	17	12	13	8	10	14	7	7	12	10	6	8	10	6	2	6	1	2	2	2
1701 · Computer Science (miscellaneous)	0	0	1	0	0	0	0	6	2	3	1	3	4	12	3	2	7	4	7	10	14	8	5	8	11	9	6	7	11	12	5	10	3	1	0	0	0
1301 · Biochemistry; Genetics and Molecular Biology (miscellaneous)	0	0	0	0	0	0	0	0	1	0	0	0	2	1	1	2	0	3	2	3	2	2	1	1	2	2	1	0	1	1	1	4	2	2	4	0	0
1700 · General Computer Science	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	1	0	0	0	1	1	1	13	12	0	0
1706 · Computer Science Applications	0	0	0	0	0	0	0	2	1	0	0	1	6	1	1	0	0	2	1	0	1	1	1	0	1	0	1	1	2	1	0	1	0	0	3	1	1
2102 · Energy Engineering and Power Technology	0	0	0	0	0	0	1	3	5	0	2	0	0	1	2	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0
2201 · Engineering (miscellaneous)	0	0	0	0	0	0	0	0	1	1	0	0	2	1	2	4	2	1	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2208 · Electrical and Electronic Engineering	0	0	0	0	0	0	0	1	1	2	0	2	2	0	3	0	0	0	0	0	0	1	0	0	0	0	0	1	0	1	0	0	0	0	0	0	0
1707 · Computer Vision and Pattern Recognition	0	0	0	0	0	0	0	0	1	1	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	2	1
3304 · Education	0	0	0	0	0	0	0	0	2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	2	1	0	0	0	0	0	1	0	0
2204 · Biomedical Engineering	0	0	0	0	0	0	1	0	0	1	0	1	2	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2501 · Materials Science (miscellaneous)	0	0	0	0	0	0	0	0	0	0	0	0	3	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	0	0	0	0	0
2801 · Neuroscience (miscellaneous)	0	0	0	0	0	0	1	0	1	0	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
1705 · Computer Networks and Communications	0	0	0	0	0	0	0	1	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
1803 · Management Science and Operations Research	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1
2207 · Control and Systems Engineering	0	0	0	0	0	0	0	0	1	0	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2701 · Medicine (miscellaneous)	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	1	0	0	0
3101 · Physics and Astronomy (miscellaneous)	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0
1101 · Agricultural and Biological Sciences (miscellaneous)	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0
1213 · Visual Arts and Performing Arts	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0
1601 · Chemistry (miscellaneous)	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
1710 · Information Systems	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0
1802 · Information Systems and Management	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0
2100 · General Energy	0	0	0	0	0	0	0	0	2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2301 · Environmental Science (miscellaneous)	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0
1102 · Agronomy and Crop Science	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
1103 · Animal Science and Zoology	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0
1106 · Food Science	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
1110 · Plant Science	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0
1201 · Arts and Humanities (miscellaneous)	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0
1203 · Language and Linguistics	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0
1211 · Philosophy	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0
1312 · Molecular Biology	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0
1400 · General Business; Management and Accounting	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0
1401 · Business; Management and Accounting (miscellaneous)	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
1402 · Accounting	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0
1406 · Marketing	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0
1703 · Computational Theory and Mathematics	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0
1712 · Software	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0
1804 · Statistics; Probability and Uncertainty	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0
1904 · Earth-Surface Processes	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0
2000 · General Economics; Econometrics and Finance	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0
2002 · Economics and Econometrics	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2300 · General Environmental Science	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0
2308 · Management; Monitoring; Policy and Law	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0
2400 · General Immunology and Microbiology	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0
2404 · Microbiology	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0
2601 · Mathematics (miscellaneous)	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2712 · Endocrinology; Diabetes and Metabolism	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0
2718 · Health Informatics	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0
2734 · Pathology and Forensic Medicine	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1
2739 · Public Health; Environmental and Occupational Health	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0
2800 · General Neuroscience	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2916 · Nutrition and Dietetics	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0
3104 · Condensed Matter Physics	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
3201 · Psychology (miscellaneous)	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0
3204 · Developmental and Educational Psychology	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0
3300 · General Social Sciences	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0
3309 · Library and Information Sciences	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0
3500 · General Dentistry	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0
3504 · Oral Surgery	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0

Ano	Tipo	Registro	Área temática e categoria ASJC
	Tipo de Publicação	Registro	Área temática e categoria ASJC
2009	Trabalho em evento	Comparing Local and Global Hierarchical Multilabel Classification Methods Using Decision Trees Ricardo CERRI; André Carlos Ponce De Leon Ferreira De CARVALHO V Workshop em Algoritmos e Aplicações de Mineração de Dados	PS Computer Science (miscellaneous)
2009	Artigo em periódico	Novelty detection with application to data streams Eduardo Jaques SPINOSA; João GAMA; André Carlos Ponce De Leon Ferreira De CARVALHO Intelligent Data Analysis DOI 10.3233/IDA-2009-0373 ISSN 1088-467X	PS Computer Science (miscellaneous)
2009	Artigo em periódico	A Survey of Evolutionary Algorithms for Clustering Eduardo HRUSCHKA; Ricardo J G B CAMPELLO; Alex FREITAS; André Carlos Ponce De Leon Ferreira De CARVALHO IEEE Transactions on Systems; Man and Cybernetics. Part C; Applications and Reviews DOI 10.1109/TSMCC.2008.2007252 ISSN 1094-6977	PS Artificial Intelligence
2009	Artigo em periódico	Multi-objective Clustering Ensemble for Gene Expression Data Analysis Katti FACELI; Marcílio Carlos Pereira De SOUTO; Daniel ARAÚJO; André Carlos Ponce De Leon Ferreira De CARVALHO Neurocomputing (Amsterdam) DOI 10.1016/j.neucom.2008.09.025 ISSN 0925-2312	PS Artificial Intelligence
2009	Artigo em periódico	Quality indices for practical clustering evaluation Margarida CARDOSO; André Carlos Ponce De Leon Ferreira De CARVALHO Intelligent Data Analysis DOI 10.3233/IDA-2009-0390 ISSN 1088-467X	PS Artificial Intelligence
2009	Artigo em periódico	Lexicographic multi-objective evolutionary induction of decision trees Márcio BASGALUPP; André Carlos Ponce De Leon Ferreira De CARVALHO; Rodrigo BARROS; Duncan RUIZ; Alex FREITAS International Journal of Bio-Inspired Computation (Print) DOI 10.1504/IJBIC.2009.022779 ISSN 1758-0366	LS Biochemistry; Genetics and Molecular Biology (miscellaneous)
2009	Artigo em periódico	Meta-learning Approach to Gene Expression Data Classification Bruno Feres De SOUZA; Carlos SOARES; André Carlos Ponce De Leon Ferreira De CARVALHO International Journal of Intelligent Computing and Cybernetics (Print) DOI 10.1108/17563780910959901 ISSN 1756-378X	PS Artificial Intelligence
2009	Artigo em periódico	Pre-processing for noise detection in gene expression classification data Giampaolo LIBRALON; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO Journal of the Brazilian Computer Society DOI 10.1590/S0104-65002009000100002 ISSN 0104-6500	PS Computer Science (miscellaneous)
2009	Artigo em periódico	Evaluation Functions for the Evolutionary Design of Multiclass Support Vector Machines Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO International Journal of Computational Intelligence and Applications DOI 10.1142/S146902680900245X ISSN 1469-0268	PS Artificial Intelligence
2009	Artigo em periódico	A Review on the Combination of Binary Classifiers in Multiclass Problems Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO; João GAMA Artificial Intelligence Review DOI 10.1007/s10462-009-9114-9 ISSN 0269-2821	PS Artificial Intelligence
2009	Artigo em periódico	Uma Revisão Sobre Combinação de Agrupamentos Murilo Coelho NALDI; Katti FACELI; André Carlos Ponce De Leon Ferreira De CARVALHO Revista de Informática Teórica e Aplicada ISSN 0103-4308	PS Artificial Intelligence
2008	Capítulo de livro	Cluster Ensemble and Multi-objective Clustering Methods Katti FACELI; André Carlos Ponce De Leon Ferreira De CARVALHO; Marcílio Carlos Pereira De SOUTO Pattern Recognition Technologies and Applications: Recent Advances ISBN 9781599048079	PS Artificial Intelligence
2008	Capítulo de livro	Genetic Clustering for Data Mining Murilo Coelho NALDI; André Carlos Ponce De Leon Ferreira De CARVALHO; Campell Ricardo José Gabrielli BARRETO; Hruschka Eduardo RAUL Soft Computing for Knowledge Discovery and Data Mining DOI 10.1007/978-0-387-69935-6_5 ISBN 9780387699349	PS General Computer Science
2008	Capítulo de livro	Computational Intelligence applied to the Automatic Monitoring of Dressing Operations in an Industrial CNC Machine Arthur Plínio De Souza BRAGA; André Carlos Ponce De Leon Ferreira De CARVALHO; João Fernando OLIVEIRA Advances of Computational Intelligence in Industrial Systems ISBN 9783540782964	PS Engineering (miscellaneous)
2008	Capítulo de livro	Investigation of Strategies for the Generation of Multiclass Support Vector Machines Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO New Challenges in Applied Intelligence Technologies ISBN 978-3-540-793	PS Computer Science (miscellaneous)
2008	Trabalho em evento	Cluster-based novel concept detection in data streams applied to intrusion detection in computer networks Eduardo Jaques SPINOSA; André Carlos Ponce De Leon Ferreira De CARVALHO; João GAMA 23rd Annual ACM Symposium on Applied Computing DOI 10.1145/1363686.1363912 ISBN 1595937537	PS Computer Science (miscellaneous)
2008	Trabalho em evento	A New Approach for Multi-label Classification Based on Default Hierarchies and Organizational Learning Rosane Maffei VALLIM; David GOLDBERG; Xavier LLORÀ; Thyago DUQUE; André Carlos Ponce De Leon Ferreira De CARVALHO IWLCS; 11th International Workshop on Learning Classifier Systems; part of the Genetic and Evolutionary Computation Conference (GECCO-2008) DOI 10.1145/1388969.1389015 ISBN 9781605581316	PS Artificial Intelligence
2008	Trabalho em evento	Potential Distribution Modelling Using Machine Learning Ana Carolina LORENA; M F SIQUEIRA; R GIOVANNI; André Carlos Ponce De Leon Ferreira De CARVALHO; Ronaldo PRATI 21st International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems; IEA/AIE DOI 10.1007/978-3-540-69052-8_27 ISBN 9783540690450	PS Artificial Intelligence
2008	Trabalho em evento	Tree Decomposition of Multiclass Problems Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO X Simpósio Brasileiro de Redes Neurais DOI 10.1109/SBRN.2008.43 ISBN 9781424432196	PS Artificial Intelligence
2008	Trabalho em evento	A Strategy for the Selection of Solutions of the Pareto Front Approximation in Multi-objective Clustering Approaches Katti FACELI; Marcílio Carlos Pereira De SOUTO; André Carlos Ponce De Leon Ferreira De CARVALHO X Simpósio Brasileiro de Redes Neurais DOI 10.1109/SBRN.2008.34 ISBN 9781424432196	PS Artificial Intelligence
2008	Trabalho em evento	Bio-inspired Optimization Techniques for SVM Parameter Tuning André ROSSI; André Carlos Ponce De Leon Ferreira De CARVALHO X Simpósio Brasileiro de Redes Neurais DOI 10.1109/SBRN.2008.28 ISBN 9781424432196	PS Artificial Intelligence
2008	Trabalho em evento	Data clustering based on complex networks community detection Tatyana B S De OLIVEIRA; Liang ZHAO; Katti FACELI; André Carlos Ponce De Leon Ferreira De CARVALHO IEEE Congress of Evolutionary Computation - CEC 2008 DOI 10.1109/CEC.2008.4631080 ISBN 9781424418237	PS Computer Science (miscellaneous)
2008	Trabalho em evento	Bio-inspired parameter tunning of MLP networks for gene expression analysis André ROSSI; André Carlos Ponce De Leon Ferreira De CARVALHO; Carlos SOARES 8th International Conference on Hybrid Intelligent Systems DOI 10.1109/HIS.2008.152 ISBN 9780769533261	PS Artificial Intelligence
2008	Trabalho em evento	Metalearning for gene expression data classification Bruno Feres De SOUZA; André Carlos Ponce De Leon Ferreira De CARVALHO; Carlos Manuel SOARES 8th International Conference on Hybrid Intelligent Systems DOI 10.1109/HIS.2008.157 ISBN 9780769533261	PS Artificial Intelligence
2008	Trabalho em evento	An application of a clustering lagrangian heuristic to identify cancer subtypes Mariá Cristina NASCIMENTO; Franklina TOLEDO; André Carlos Ponce De Leon Ferreira De CARVALHO XXXIX Annual Conference of the Italian Operational Research Society	LS Biochemistry; Genetics and Molecular Biology (miscellaneous)

2009 Trabalho em evento

PS Computer Science (miscellaneous)

Comparing Local and Global Hierarchical Multilabel Classification Methods Using Decision Trees

V Workshop em Algoritmos e Aplicações de Mineração de Dados

Ricardo CERRI; André Carlos Ponce De Leon Ferreira De CARVALHO

2009 Artigo em periódico

PS Computer Science (miscellaneous)

Novelty detection with application to data streams

Intelligent Data Analysis

Eduardo Jaques SPINOSA; João GAMA; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 1088-467X

2009 Artigo em periódico

PS Artificial Intelligence

A Survey of Evolutionary Algorithms for Clustering

IEEE Transactions on Systems; Man and Cybernetics. Part C; Applications and Reviews

Eduardo HRUSCHKA; Ricardo J G B CAMPELLO; Alex FREITAS; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 1094-6977

2009 Artigo em periódico

PS Artificial Intelligence

Multi-objective Clustering Ensemble for Gene Expression Data Analysis

Neurocomputing (Amsterdam)

Katti FACELI; Marcílio Carlos Pereira De SOUTO; Daniel ARAÚJO; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 0925-2312

2009 Artigo em periódico

PS Artificial Intelligence

Quality indices for practical clustering evaluation

Intelligent Data Analysis

Margarida CARDOSO; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 1088-467X

2009 Artigo em periódico

LS Biochemistry; Genetics and Molecular Biology (miscellaneous)

Lexicographic multi-objective evolutionary induction of decision trees

International Journal of Bio-Inspired Computation (Print)

Márcio BASGALUPP; André Carlos Ponce De Leon Ferreira De CARVALHO; Rodrigo BARROS; Duncan RUIZ; Alex FREITAS

DOI ISSN 1758-0366

2009 Artigo em periódico

PS Artificial Intelligence

Meta-learning Approach to Gene Expression Data Classification

International Journal of Intelligent Computing and Cybernetics (Print)

Bruno Feres De SOUZA; Carlos SOARES; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 1756-378X

2009 Artigo em periódico

PS Computer Science (miscellaneous)

Pre-processing for noise detection in gene expression classification data

Journal of the Brazilian Computer Society

Giampaolo LIBRALON; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 0104-6500

2009 Artigo em periódico

PS Artificial Intelligence

Evaluation Functions for the Evolutionary Design of Multiclass Support Vector Machines

International Journal of Computational Intelligence and Applications

Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 1469-0268

2009 Artigo em periódico

PS Artificial Intelligence

A Review on the Combination of Binary Classifiers in Multiclass Problems

Artificial Intelligence Review

Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO; João GAMA

DOI ISSN 0269-2821

2009 Artigo em periódico

PS Artificial Intelligence

Uma Revisão Sobre Combinação de Agrupamentos

Revista de Informática Teórica e Aplicada

Murilo Coelho NALDI; Katti FACELI; André Carlos Ponce De Leon Ferreira De CARVALHO

ISSN 0103-4308

2008 Capítulo de livro

PS Artificial Intelligence

Cluster Ensemble and Multi-objective Clustering Methods

Pattern Recognition Technologies and Applications: Recent Advances

Katti FACELI; André Carlos Ponce De Leon Ferreira De CARVALHO; Marcílio Carlos Pereira De SOUTO

ISBN 9781599048079

2008 Capítulo de livro

PS General Computer Science

Genetic Clustering for Data Mining

Soft Computing for Knowledge Discovery and Data Mining

Murilo Coelho NALDI; André Carlos Ponce De Leon Ferreira De CARVALHO; Campell Ricardo José Gabrielli BARRETO; Hruschka Eduardo RAUL

DOI ISBN 9780387699349

2008 Capítulo de livro

PS Engineering (miscellaneous)

Computational Intelligence applied to the Automatic Monitoring of Dressing Operations in an Industrial CNC Machine

Advances of Computational Intelligence in Industrial Systems

Arthur Plínio De Souza BRAGA; André Carlos Ponce De Leon Ferreira De CARVALHO; João Fernando OLIVEIRA

ISBN 9783540782964

2008 Capítulo de livro

PS Computer Science (miscellaneous)

Investigation of Strategies for the Generation of Multiclass Support Vector Machines

New Challenges in Applied Intelligence Technologies

Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO

ISBN 978-3-540-793

2008 Trabalho em evento

PS Computer Science (miscellaneous)

Cluster-based novel concept detection in data streams applied to intrusion detection in computer networks

23rd Annual ACM Symposium on Applied Computing

Eduardo Jaques SPINOSA; André Carlos Ponce De Leon Ferreira De CARVALHO; João GAMA

DOI ISBN 1595937537

2008 Trabalho em evento

PS Artificial Intelligence

A New Approach for Multi-label Classification Based on Default Hierarchies and Organizational Learning

IWLCS; 11th International Workshop on Learning Classifier Systems; part of the Genetic and Evolutionary Computation Conference (GECCO-2008)

Rosane Maffei VALLIM; David GOLDBERG; Xavier LLORÀ; Thyago DUQUE; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9781605581316

2008 Trabalho em evento

PS Artificial Intelligence

Potential Distribution Modelling Using Machine Learning

21st International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems; IEA/AIE

Ana Carolina LORENA; M F SIQUEIRA; R GIOVANNI; André Carlos Ponce De Leon Ferreira De CARVALHO; Ronaldo PRATI

DOI ISBN 9783540690450

2008 Trabalho em evento

PS Artificial Intelligence

Tree Decomposition of Multiclass Problems

X Simpósio Brasileiro de Redes Neurais

Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9781424432196

2008 Trabalho em evento

PS Artificial Intelligence

A Strategy for the Selection of Solutions of the Pareto Front Approximation in Multi-objective Clustering Approaches

X Simpósio Brasileiro de Redes Neurais

Katti FACELI; Marcílio Carlos Pereira De SOUTO; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9781424432196

2008 Trabalho em evento

PS Artificial Intelligence

Bio-inspired Optimization Techniques for SVM Parameter Tuning

X Simpósio Brasileiro de Redes Neurais

André ROSSI; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9781424432196

2008 Trabalho em evento

PS Computer Science (miscellaneous)

Data clustering based on complex networks community detection

IEEE Congress of Evolutionary Computation - CEC 2008

Tatyana B S De OLIVEIRA; Liang ZHAO; Katti FACELI; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9781424418237

2008 Trabalho em evento

PS Artificial Intelligence

Bio-inspired parameter tunning of MLP networks for gene expression analysis

8th International Conference on Hybrid Intelligent Systems

André ROSSI; André Carlos Ponce De Leon Ferreira De CARVALHO; Carlos SOARES

DOI ISBN 9780769533261

2008 Trabalho em evento

PS Artificial Intelligence

Metalearning for gene expression data classification

8th International Conference on Hybrid Intelligent Systems

Bruno Feres De SOUZA; André Carlos Ponce De Leon Ferreira De CARVALHO; Carlos Manuel SOARES

DOI ISBN 9780769533261

2008 Trabalho em evento

LS Biochemistry; Genetics and Molecular Biology (miscellaneous)

An application of a clustering lagrangian heuristic to identify cancer subtypes

XXXIX Annual Conference of the Italian Operational Research Society

Mariá Cristina NASCIMENTO; Franklina TOLEDO; André Carlos Ponce De Leon Ferreira De CARVALHO