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
2020	Artigo em periódico	An intelligent and generic approach for detecting human emotions: a case study with facial expressions Mano Leandro Y; Faiçal Bruno S; Gonçalves Vinícius P; Pessin GUSTAVO; Gomes Pedro H et al SOFT COMPUTING DOI 10.1007/s00500-019-04411-7 ISSN 1432-7643	PS Artificial Intelligence
2020	Artigo em periódico	Ensemble of Classifiers Based on Multiobjective Genetic Sampling for Imbalanced Data Fernandes Everlandio R Q; André Carlos Ponce De Leon Ferreira De CARVALHO; Yao XIN IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING DOI 10.1109/tkde.2019.2898861 ISSN 1041-4347	PS Artificial Intelligence
2020	Artigo em periódico	CRISPRcasIdentifier: Machine learning for accurate identification and classification of CRISPR-Cas systems Padilha Victor A; Alkhnbashi Omer S; Shah Shiraz A; André Carlos Ponce De Leon Ferreira De CARVALHO; Backofen ROLF GigaScience DOI 10.1093/gigascience/giaa062 ISSN 2047-217X	LS Biochemistry; Genetics and Molecular Biology (miscellaneous)
2020	Artigo em periódico	An analysis of COVID-19 mortality underreporting based on data available from official Brazilian government internet portals (Preprint) 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 JOURNAL OF MEDICAL INTERNET RESEARCH DOI 10.2196/21413 ISSN 1438-8871	HS Public Health; Environmental and Occupational Health
2020	Artigo em periódico	MFE: towards reproducible meta-feature extraction Edésio ALCOBACA; Felipe SIQUEIRA; Rivolli ADRIANO; Garcia LUIS; Jefferson T OLIVA et al JOURNAL OF MACHINE LEARNING RESEARCH DOI 10.5555/3455716.3455827 ISSN 1532-4435	PS Artificial Intelligence
2020	Artigo em periódico	Boosting meta-learning with simulated data complexity measures Garcia Luís P F; Rivolli ADRIANO; Edesio Pinto De Souza Alcobaça NETO; Lorena Ana C; André Carlos Ponce De Leon Ferreira De CARVALHO Intelligent Data Analysis DOI 10.3233/ida-194803 ISSN 1088-467X	PS General Computer Science
2019	Capítulo de livro	Anomaly Detection in Sequential Data: Principles and Case Studies Andrade THIAGO; João GAMA; Ribeiro Rita P; Sousa WESLLEN; André Carlos Ponce De Leon Ferreira De CARVALHO Wiley Encyclopedia of Electrical and Electronics Engineering DOI 10.1002/047134608X.W8382 ISBN 9780471346081	PS Electrical and Electronic Engineering
2019	Capítulo de livro	Improving Portfolio Optimization Using Weighted Link Prediction in Dynamic Stock Networks Castilho DOUGLAS; João GAMA; Mundim Leandro R; André Carlos Ponce De Leon Ferreira De CARVALHO Lecture Notes in Computer Science DOI 10.1007/978-3-030-22744-9_27 ISBN 9783030227432	PS Computer Science (miscellaneous)
2019	Capítulo de livro	Ensemble Clustering for Novelty Detection in Data Streams Garcia Kemilly DEARO; De Faria Elaine RIBEIRO; De Sá Cláudio REBELO; Mendes Moreira JOÃO; Aggarwal Charu C et al Lecture Notes in Computer Science DOI 10.1007/978-3-030-33778-0_34 ISBN 9783030337773	PS Computer Science (miscellaneous)
2019	Capítulo de livro	Improving the AHT in Telecommunication Companies by Automatic Modeling of Call Center Service De Castro Neto HENRIQUE; Julia Rita Maria SILVA; Paiva Elaine Ribeiro FARIA; André Carlos Ponce De Leon Ferreira De CARVALHO; Junior Anisio Pereira SANTOS et al Lecture Notes in Computer Science DOI 10.1007/978-3-030-30244-3_9 ISBN 9783030302436	PS Computer Science (miscellaneous)
2019	Trabalho em evento	Unsupervised Meta-Learning for Clustering Algorithm Recommendation Pimentel Bruno ALMEIDA; André Carlos Ponce De Leon Ferreira De CARVALHO 2019 International Joint Conference on Neural Networks (IJCNN) DOI 10.1109/ijcnn.2019.8851989 ISBN 9781728119854	PS Artificial Intelligence
2019	Trabalho em evento	Qualitative data clustering: a new Integer Linear Programming model Nogueira Lorena Luiz HENRIQUE; Goncalves Quiles MARCOS; Nogueira Lorena Luiz ANTONIO; André Carlos Ponce De Leon Ferreira De CARVALHO; Cespedes Juliana GARCIA 2019 International Joint Conference on Neural Networks (IJCNN) DOI 10.1109/ijcnn.2019.8851969 ISBN 9781728119854	PS Computer Science (miscellaneous)
2019	Trabalho em evento	Fraud Detection Using Explainable Machine Learning Algorithms Luciano ANDRADE; André Carlos Ponce De Leon Ferreira De CARVALHO 15th International Conference on Machine Learning and Data Mining ISBN 9783942952620	PS Computer Science (miscellaneous)
2019	Trabalho em evento	A Study on Hyperparameter Configuration for Human Activity Recognition Kemilly DEARO; Tiago CARVALHO; Moreira João MENDES; João CARDOSO; André Carlos Ponce De Leon Ferreira De CARVALHO 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO) 2019 DOI 10.1007/978-3-030-20055-8\_5 ISBN 9783030200541	PS Computer Science Applications
2019	Trabalho em evento	Online Clustering for Novelty Detection and Concept Drift in Data Streams Kemilly DEARO; Mannes POEL; Joost N KOK; André Carlos Ponce De Leon Ferreira De CARVALHO 19th EPIA Conference on Artificial Intelligence; (EPIA) 2019 DOI 10.1007/978-3-030-30244-3\_37	PS Computer Science (miscellaneous)
2019	Trabalho em evento	Feature-Based Time Series Classification for Service Request Opening Prediction in the Telecom Industry Fabiola PEREIRA; André Carlos Ponce De Leon Ferreira De CARVALHO; Rafael ASSIS; Maxley COSTA; Elaine FARIA et al 19th EPIA Conference on Artificial Intelligence; (EPIA) 2019 DOI 10.1007/978-3-030-30244-3\_11	PS Computer Science (miscellaneous)
2019	Trabalho em evento	Online Local Boosting: Improving Performance in Online Decision Trees Turrisi Da Costa Victor GUILHERME; Martiello Mastelini SAULO; André Carlos Ponce De Leon Ferreira De CARVALHO; Barbon SYLVIO 2019 8th Brazilian Conference on Intelligent Systems (BRACIS) DOI 10.1109/bracis.2019.00032 ISBN 9781728142531	PS Computer Science (miscellaneous)
2019	Trabalho em evento	The Influence of Sampling on Imbalanced Data Classification Barella VICTOR; Garcia LUIS; André Carlos Ponce De Leon Ferreira De CARVALHO 2019 8th Brazilian Conference on Intelligent Systems (BRACIS) DOI 10.1109/bracis.2019.00045 ISBN 9781728142531	PS Artificial Intelligence
2019	Trabalho em evento	Selecting the Most Relevant Features for the Identification of Long Non-Coding RNAs in Plants Parmezan Bonidia ROBSON; André Carlos Ponce De Leon Ferreira De CARVALHO; Rossi Paschoal ALEXANDRE; Sipoli Sanches DANILO 2019 8th Brazilian Conference on Intelligent Systems (BRACIS) DOI 10.1109/bracis.2019.00100 ISBN 9781728142531	LS Biochemistry; Genetics and Molecular Biology (miscellaneous)
2019	Trabalho em evento	Explainable Machine Learning for Breast Cancer Diagnosis Brito Sarracino TAMIRES; Rocha Dos Santos MOISES; Freire Antunes ERIC; Batista De Andrade Santos IURY; Coelho Kasmanas JONAS et al 2019 8th Brazilian Conference on Intelligent Systems (BRACIS) DOI 10.1109/BRACIS.2019.00124 ISBN 9781728142531	HS Medicine (miscellaneous)
2019	Trabalho em evento	A non-negative matrix factorization approach to update communities in temporal networks using node features Márquez RENNY; Weber RICHARD; André Carlos Ponce De Leon Ferreira De CARVALHO ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining DOI 10.1145/3341161.3343677 ISBN 9781450368681	PS Computer Science (miscellaneous)
2019	Artigo em periódico	Empirical Investigation of Active Learning Strategies D SANTOS; Ricardo PRUDÊNCIO; André Carlos Ponce De Leon Ferreira De CARVALHO NEUROCOMPUTING DOI 10.1016/j.neucom.2017.05.105 ISSN 0925-2312	PS Artificial Intelligence
2019	Artigo em periódico	The utiml Package: Multi-label Classification in R Adriano RIVOLLI; André Carlos Ponce De Leon Ferreira De CARVALHO R Journal DOI 10.32614/RJ-2018-041 ISSN 2073-4859	PS Computer Science (miscellaneous)
2019	Artigo em periódico	New label noise injection methods for the evaluation of noise filters Luís P GARCIA; Jens LEHMANN; André Carlos Ponce De Leon Ferreira De CARVALHO; A Carolina LORENA KNOWLEDGE-BASED SYSTEMS DOI 10.1016/j.knosys.2018.09.031 ISSN 0950-7051	PS Artificial Intelligence
2019	Artigo em periódico	A new data characterization for selecting clustering algorithms using meta-learning Bruno De Almeida PIMENTEL; André Carlos Ponce De Leon Ferreira De CARVALHO INFORMATION SCIENCES DOI 10.1016/j.ins.2018.10.043 ISSN 0020-0255	PS Artificial Intelligence

2020 Artigo em periódico

PS Artificial Intelligence

An intelligent and generic approach for detecting human emotions: a case study with facial expressions

SOFT COMPUTING

Mano Leandro Y; Faiçal Bruno S; Gonçalves Vinícius P; Pessin GUSTAVO; Gomes Pedro H et al

DOI ISSN 1432-7643

2020 Artigo em periódico

PS Artificial Intelligence

Ensemble of Classifiers Based on Multiobjective Genetic Sampling for Imbalanced Data

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Fernandes Everlandio R Q; André Carlos Ponce De Leon Ferreira De CARVALHO; Yao XIN

DOI ISSN 1041-4347

2020 Artigo em periódico

LS Biochemistry; Genetics and Molecular Biology (miscellaneous)

CRISPRcasIdentifier: Machine learning for accurate identification and classification of CRISPR-Cas systems

GigaScience

Padilha Victor A; Alkhnbashi Omer S; Shah Shiraz A; André Carlos Ponce De Leon Ferreira De CARVALHO; Backofen ROLF

DOI ISSN 2047-217X

2020 Artigo em periódico

HS Public Health; Environmental and Occupational Health

An analysis of COVID-19 mortality underreporting based on data available from official Brazilian government internet portals (Preprint)

JOURNAL OF MEDICAL INTERNET RESEARCH

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

DOI ISSN 1438-8871

2020 Artigo em periódico

PS Artificial Intelligence

MFE: towards reproducible meta-feature extraction

JOURNAL OF MACHINE LEARNING RESEARCH

Edésio ALCOBACA; Felipe SIQUEIRA; Rivolli ADRIANO; Garcia LUIS; Jefferson T OLIVA et al

DOI ISSN 1532-4435

2020 Artigo em periódico

PS General Computer Science

Boosting meta-learning with simulated data complexity measures

Intelligent Data Analysis

Garcia Luís P F; Rivolli ADRIANO; Edesio Pinto De Souza Alcobaça NETO; Lorena Ana C; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 1088-467X

2019 Capítulo de livro

PS Electrical and Electronic Engineering

Anomaly Detection in Sequential Data: Principles and Case Studies

Wiley Encyclopedia of Electrical and Electronics Engineering

Andrade THIAGO; João GAMA; Ribeiro Rita P; Sousa WESLLEN; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9780471346081

2019 Capítulo de livro

PS Computer Science (miscellaneous)

Improving Portfolio Optimization Using Weighted Link Prediction in Dynamic Stock Networks

Lecture Notes in Computer Science

Castilho DOUGLAS; João GAMA; Mundim Leandro R; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9783030227432

2019 Capítulo de livro

PS Computer Science (miscellaneous)

Ensemble Clustering for Novelty Detection in Data Streams

Lecture Notes in Computer Science

Garcia Kemilly DEARO; De Faria Elaine RIBEIRO; De Sá Cláudio REBELO; Mendes Moreira JOÃO; Aggarwal Charu C et al

DOI ISBN 9783030337773

2019 Capítulo de livro

PS Computer Science (miscellaneous)

Improving the AHT in Telecommunication Companies by Automatic Modeling of Call Center Service

Lecture Notes in Computer Science

De Castro Neto HENRIQUE; Julia Rita Maria SILVA; Paiva Elaine Ribeiro FARIA; André Carlos Ponce De Leon Ferreira De CARVALHO; Junior Anisio Pereira SANTOS et al

DOI ISBN 9783030302436

2019 Trabalho em evento

PS Artificial Intelligence

Unsupervised Meta-Learning for Clustering Algorithm Recommendation

2019 International Joint Conference on Neural Networks (IJCNN)

Pimentel Bruno ALMEIDA; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9781728119854

2019 Trabalho em evento

PS Computer Science (miscellaneous)

Qualitative data clustering: a new Integer Linear Programming model

2019 International Joint Conference on Neural Networks (IJCNN)

Nogueira Lorena Luiz HENRIQUE; Goncalves Quiles MARCOS; Nogueira Lorena Luiz ANTONIO; André Carlos Ponce De Leon Ferreira De CARVALHO; Cespedes Juliana GARCIA

DOI ISBN 9781728119854

2019 Trabalho em evento

PS Computer Science (miscellaneous)

Fraud Detection Using Explainable Machine Learning Algorithms

15th International Conference on Machine Learning and Data Mining

Luciano ANDRADE; André Carlos Ponce De Leon Ferreira De CARVALHO

ISBN 9783942952620

2019 Trabalho em evento

PS Computer Science Applications

A Study on Hyperparameter Configuration for Human Activity Recognition

14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO) 2019

Kemilly DEARO; Tiago CARVALHO; Moreira João MENDES; João CARDOSO; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9783030200541

2019 Trabalho em evento

PS Computer Science (miscellaneous)

Online Clustering for Novelty Detection and Concept Drift in Data Streams

19th EPIA Conference on Artificial Intelligence; (EPIA) 2019

Kemilly DEARO; Mannes POEL; Joost N KOK; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI

2019 Trabalho em evento

PS Computer Science (miscellaneous)

Feature-Based Time Series Classification for Service Request Opening Prediction in the Telecom Industry

19th EPIA Conference on Artificial Intelligence; (EPIA) 2019

Fabiola PEREIRA; André Carlos Ponce De Leon Ferreira De CARVALHO; Rafael ASSIS; Maxley COSTA; Elaine FARIA et al

DOI

2019 Trabalho em evento

PS Computer Science (miscellaneous)

Online Local Boosting: Improving Performance in Online Decision Trees

2019 8th Brazilian Conference on Intelligent Systems (BRACIS)

Turrisi Da Costa Victor GUILHERME; Martiello Mastelini SAULO; André Carlos Ponce De Leon Ferreira De CARVALHO; Barbon SYLVIO

DOI ISBN 9781728142531

2019 Trabalho em evento

PS Artificial Intelligence

The Influence of Sampling on Imbalanced Data Classification

2019 8th Brazilian Conference on Intelligent Systems (BRACIS)

Barella VICTOR; Garcia LUIS; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9781728142531

2019 Trabalho em evento

LS Biochemistry; Genetics and Molecular Biology (miscellaneous)

Selecting the Most Relevant Features for the Identification of Long Non-Coding RNAs in Plants

2019 8th Brazilian Conference on Intelligent Systems (BRACIS)

Parmezan Bonidia ROBSON; André Carlos Ponce De Leon Ferreira De CARVALHO; Rossi Paschoal ALEXANDRE; Sipoli Sanches DANILO

DOI ISBN 9781728142531

2019 Trabalho em evento

HS Medicine (miscellaneous)

Explainable Machine Learning for Breast Cancer Diagnosis

2019 8th Brazilian Conference on Intelligent Systems (BRACIS)

Brito Sarracino TAMIRES; Rocha Dos Santos MOISES; Freire Antunes ERIC; Batista De Andrade Santos IURY; Coelho Kasmanas JONAS et al

DOI ISBN 9781728142531

2019 Trabalho em evento

PS Computer Science (miscellaneous)

A non-negative matrix factorization approach to update communities in temporal networks using node features

ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining

Márquez RENNY; Weber RICHARD; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9781450368681

2019 Artigo em periódico

PS Artificial Intelligence

Empirical Investigation of Active Learning Strategies

NEUROCOMPUTING

D SANTOS; Ricardo PRUDÊNCIO; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 0925-2312

2019 Artigo em periódico

PS Computer Science (miscellaneous)

The utiml Package: Multi-label Classification in R

R Journal

Adriano RIVOLLI; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 2073-4859

2019 Artigo em periódico

PS Artificial Intelligence

New label noise injection methods for the evaluation of noise filters

KNOWLEDGE-BASED SYSTEMS

Luís P GARCIA; Jens LEHMANN; André Carlos Ponce De Leon Ferreira De CARVALHO; A Carolina LORENA

DOI ISSN 0950-7051

2019 Artigo em periódico

PS Artificial Intelligence

A new data characterization for selecting clustering algorithms using meta-learning

INFORMATION SCIENCES

Bruno De Almeida PIMENTEL; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 0020-0255