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
2011	Trabalho em evento	Machine Learning Approaches for miRNA Prediction Ivani De Oliveira Negrão LOPES; André Carlos Ponce De Leon Ferreira De CARVALHO; Eliseu BINNECK Brasilian Symposium on Bioinformatics; BSB 2011 ISBN 2178-5120	PS Physics and Astronomy (miscellaneous)
2011	Artigo em periódico	Efficiency Issues of Evolutionary k-Means Murilo Coelho NALDI; Ricardo J G B CAMPELLO; Eduardo HRUSCHKA; André Carlos Ponce De Leon Ferreira De CARVALHO Applied Soft Computing (Print) DOI 10.1016/j.asoc.2010.06.010 ISSN 1568-4946	PS Computer Science (miscellaneous)
2011	Artigo em periódico	A hybrid approach to learn with unbalanced classes using evolutionary algorithms Claudia Regina MILARÉ; G BATISTA; André Carlos Ponce De Leon Ferreira De CARVALHO Logic Journal of the IGPL (Print) DOI 10.1093/jigpal/jzq027 ISSN 1367-0751	PS Artificial Intelligence
2011	Artigo em periódico	Spectral methods for graph clustering - a survey Mariá Cristina NASCIMENTO; André Carlos Ponce De Leon Ferreira De CARVALHO European Journal of Operational Research DOI 10.1016/j.ejor.2010.08.012 ISSN 0377-2217	PS Electrical and Electronic Engineering
2011	Artigo em periódico	Adapting Non-Hierarchical Multilabel Classification Methods for Hierarchical Multilabel Classification Ricardo CERRI; André Carlos Ponce De Leon Ferreira De CARVALHO; Alex FREITAS Intelligent Data Analysis (Print) DOI 10.3233/IDA-2011-0500 ISSN 1088-467X	PS Computer Science (miscellaneous)
2011	Artigo em periódico	Comparing Machine Learning Classifiers in Potential Distribution Modelling Ana Carolina LORENA; Luis JACINTHO; M F SIQUEIRA; R GIOVANNI; Lucia LOHMANN et al Expert Systems with Applications DOI 10.1016/j.eswa.2010.10.031 ISSN 0957-4174	PS Artificial Intelligence
2011	Artigo em periódico	A graph clustering algorithm based on a clustering coefficient for weighted graphs Mariá Cristina NASCIMENTO; André Carlos Ponce De Leon Ferreira De CARVALHO Journal of the Brazilian Computer Society (Impresso) DOI 10.1007/s13173-010-0027-x ISSN 0104-6500	PS Computer Science (miscellaneous)
2011	Artigo em periódico	Selection of algorithms to solve traveling salesman problems using meta-learning Jorge KANDA; André Carlos Ponce De Leon Ferreira De CARVALHO; Eduardo HRUSCHKA; Carlos SOARES International Journal of Hybrid Intelligent Systems DOI 10.3233/HIS-2011-0133 ISSN 1448-5869	PS General Computer Science
2010	Capítulo de livro	Knowledge Discovery from Data Streams André Carlos Ponce De Leon Ferreira De CARVALHO; Pedro Pereira RODRIGUES; Eduardo Jaques SPINOSA; Carvalho ANDRE NATO Science for Peace and Security Series - D: Information and Communication Security DOI 10.3233/978-1-60750-611-9-125 ISBN 9781607506102	PS Computer Science Applications
2010	Livro	Jornadas de Atualizações em informática 2010 Wagner MEIRA; André Carlos Ponce De Leon Ferreira De CARVALHO — ISBN 9788580060119	PS Computer Science (miscellaneous)
2010	Livro	7th International Symnposium on Distributed Computing and Artificial Intelligence André Carlos Ponce De Leon Ferreira De CARVALHO; Sara Rodriguez GONZALEZ; Juan F De PAZ; Juan R CORCHADO — ISBN 9783642148828	PS Computer Science (miscellaneous)
2010	Livro	Proceedings of the 10th International Conference on Hybrid Intelligent Systems Ashraf SAAD; Ajith ABRAHAM; Mario KOEPPEN; André Carlos Ponce De Leon Ferreira De CARVALHO — ISBN 9781424473656	PS Computer Science (miscellaneous)
2010	Livro	Proceedings of the Second World Congress on Nature and Biologically Inspired Computing; NABIC´2010 Hideyuki TAKAGI; Ajith ABRAHAM; Mario KOEPPEN; Kaori YOSHIDA; André Carlos Ponce De Leon Ferreira De CARVALHO — ISBN 9781424473762	PS Artificial Intelligence
2010	Trabalho em evento	Evolutionary Model Tree Induction Rodrigo BARROS; Márcio BASGALUPP; Duncan RUIZ; André Carlos Ponce De Leon Ferreira De CARVALHO; Alex FREITAS ACM SAC 2010 DOI 10.1145/1774088.1774327 ISBN 9781605586380	PS Artificial Intelligence
2010	Trabalho em evento	New Top-Down Methods Using SVMs for Hierarchical Multilabel Classification Problems Ricardo CERRI; André Carlos Ponce De Leon Ferreira De CARVALHO 2010 International Joint Conference on Neural Networks ISBN 9781424469178	PS Computer Science (miscellaneous)
2010	Trabalho em evento	A comprehensive comparison of ML algorithms for gene expression data classification Bruno FERES; André Carlos Ponce De Leon Ferreira De CARVALHO; Carlos SOARES 2010 International Joint Conference on Neural Networks ISBN 9781424469178	PS Artificial Intelligence
2010	Trabalho em evento	Evaluation of Clustering Results: The Trade-off Bias-Variability Margarida CARDOSO; Katti FACELI; André Carlos Ponce De Leon Ferreira De CARVALHO International Federation of Classification Societies (IFCS-09) ISBN 9783642107443	PS Computer Science (miscellaneous)
2010	Trabalho em evento	Determinação Automática do Número Ótimo de Iterações do Filtro de Difusão Anisotrópica para Redução de Ruídos de Imagens 3D de Ressonância Magnética do Cérebro Yuri SAITO; Jefferson TEIXEIRA; André Carlos Ponce De Leon Ferreira De CARVALHO; Antonio Carlos Dos SANTOS; P MARQUES et al WIM X Workshop de Informática Médica ISBN 21752761	PS Computer Science (miscellaneous)
2010	Trabalho em evento	Using Meta-learning to Classify Traveling Salesman Problems Jorge KANDA; André Carlos Ponce De Leon Ferreira De CARVALHO; Eduardo HRUSCHKA; Carlos SOARES XI Simpósio Brasileiro de Redes Neurais (SBRN´2010)	PS Artificial Intelligence
2010	Trabalho em evento	Combining Meta-Learning and Search Techniques to SVM Parameter Selection Ricardo PRUDÊNCIO; André ROSSI; André Carlos Ponce De Leon Ferreira De CARVALHO; Carlos Manuel SOARES; Taciana GOMES XI Simpósio Brasileiro de Redes Neurais (SBRN´2010)	PS Computer Science (miscellaneous)
2010	Trabalho em evento	Hierarchical Multilabel Classification Using Top-Down Label Combination and Artificial Neural Networks Ricardo CERRI; André Carlos Ponce De Leon Ferreira De CARVALHO XI Simpósio Brasileiro de Redes Neurais (SBRN´2010) DOI 10.1109/SBRN.2010.51	PS Computer Science (miscellaneous)
2010	Trabalho em evento	Improvements on the Partitions Selection Strategy for Set of Clustering Solutions Katti FACELI; Tiemi SAKATA; Marcílio SOUTO; André Carlos Ponce De Leon Ferreira De CARVALHO XI Simpósio Brasileiro de Redes Neurais (SBRN´2010) DOI 10.1109/SBRN.2010.17	PS Computer Science (miscellaneous)
2010	Trabalho em evento	Novel optimization-based algorithms for graph clustering Mariá Cristina NASCIMENTO; Franklina TOLEDO; André Carlos Ponce De Leon Ferreira De CARVALHO Concurso de Teses e Dissertações em Inteligência Artificial (CTDIA 2010)	PS Artificial Intelligence
2010	Trabalho em evento	Empirical Evaluation of Ranking Prediction Methods for Gene Expression Data Classification Bruno Feres De SOUZA; André Carlos Ponce De Leon Ferreira De CARVALHO; Carlos Manuel SOARES Advances in Artificial Intelligence - IBERAMIA 2010; 12th Ibero-American Conference on AI DOI 10.1007/978-3-642-16952-6_20 ISBN 9783642169519	LS Biochemistry; Genetics and Molecular Biology (miscellaneous)
2010	Trabalho em evento	Data Stream Mining Algorithms for Building Decision Models in a Computer RolePlaying Game Simulation Rosane Maffei VALLIM; André Carlos Ponce De Leon Ferreira De CARVALHO; João GAMA IX Simpósio Brasileiro de Jogos e Entretenimento Digital; SBGames 2010 ISBN 21792259	PS Computer Science (miscellaneous)

2011 Trabalho em evento

PS Physics and Astronomy (miscellaneous)

Machine Learning Approaches for miRNA Prediction

Brasilian Symposium on Bioinformatics; BSB 2011

Ivani De Oliveira Negrão LOPES; André Carlos Ponce De Leon Ferreira De CARVALHO; Eliseu BINNECK

ISBN 2178-5120

2011 Artigo em periódico

PS Computer Science (miscellaneous)

Efficiency Issues of Evolutionary k-Means

Applied Soft Computing (Print)

Murilo Coelho NALDI; Ricardo J G B CAMPELLO; Eduardo HRUSCHKA; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 1568-4946

2011 Artigo em periódico

PS Artificial Intelligence

A hybrid approach to learn with unbalanced classes using evolutionary algorithms

Logic Journal of the IGPL (Print)

Claudia Regina MILARÉ; G BATISTA; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 1367-0751

2011 Artigo em periódico

PS Electrical and Electronic Engineering

Spectral methods for graph clustering - a survey

European Journal of Operational Research

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

DOI ISSN 0377-2217

2011 Artigo em periódico

PS Computer Science (miscellaneous)

Adapting Non-Hierarchical Multilabel Classification Methods for Hierarchical Multilabel Classification

Intelligent Data Analysis (Print)

Ricardo CERRI; André Carlos Ponce De Leon Ferreira De CARVALHO; Alex FREITAS

DOI ISSN 1088-467X

2011 Artigo em periódico

PS Artificial Intelligence

Comparing Machine Learning Classifiers in Potential Distribution Modelling

Expert Systems with Applications

Ana Carolina LORENA; Luis JACINTHO; M F SIQUEIRA; R GIOVANNI; Lucia LOHMANN et al

DOI ISSN 0957-4174

2011 Artigo em periódico

PS Computer Science (miscellaneous)

A graph clustering algorithm based on a clustering coefficient for weighted graphs

Journal of the Brazilian Computer Society (Impresso)

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

DOI ISSN 0104-6500

2011 Artigo em periódico

PS General Computer Science

Selection of algorithms to solve traveling salesman problems using meta-learning

International Journal of Hybrid Intelligent Systems

Jorge KANDA; André Carlos Ponce De Leon Ferreira De CARVALHO; Eduardo HRUSCHKA; Carlos SOARES

DOI ISSN 1448-5869

2010 Capítulo de livro

PS Computer Science Applications

Knowledge Discovery from Data Streams

NATO Science for Peace and Security Series - D: Information and Communication Security

André Carlos Ponce De Leon Ferreira De CARVALHO; Pedro Pereira RODRIGUES; Eduardo Jaques SPINOSA; Carvalho ANDRE

DOI ISBN 9781607506102

2010 Livro

PS Computer Science (miscellaneous)

Jornadas de Atualizações em informática 2010

—

Wagner MEIRA; André Carlos Ponce De Leon Ferreira De CARVALHO

ISBN 9788580060119

2010 Livro

PS Computer Science (miscellaneous)

7th International Symnposium on Distributed Computing and Artificial Intelligence

—

André Carlos Ponce De Leon Ferreira De CARVALHO; Sara Rodriguez GONZALEZ; Juan F De PAZ; Juan R CORCHADO

ISBN 9783642148828

2010 Livro

PS Computer Science (miscellaneous)

Proceedings of the 10th International Conference on Hybrid Intelligent Systems

—

Ashraf SAAD; Ajith ABRAHAM; Mario KOEPPEN; André Carlos Ponce De Leon Ferreira De CARVALHO

ISBN 9781424473656

2010 Livro

PS Artificial Intelligence

Proceedings of the Second World Congress on Nature and Biologically Inspired Computing; NABIC´2010

—

Hideyuki TAKAGI; Ajith ABRAHAM; Mario KOEPPEN; Kaori YOSHIDA; André Carlos Ponce De Leon Ferreira De CARVALHO

ISBN 9781424473762

2010 Trabalho em evento

PS Artificial Intelligence

Evolutionary Model Tree Induction

ACM SAC 2010

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

DOI ISBN 9781605586380

2010 Trabalho em evento

PS Computer Science (miscellaneous)

New Top-Down Methods Using SVMs for Hierarchical Multilabel Classification Problems

2010 International Joint Conference on Neural Networks

Ricardo CERRI; André Carlos Ponce De Leon Ferreira De CARVALHO

ISBN 9781424469178

2010 Trabalho em evento

PS Artificial Intelligence

A comprehensive comparison of ML algorithms for gene expression data classification

2010 International Joint Conference on Neural Networks

Bruno FERES; André Carlos Ponce De Leon Ferreira De CARVALHO; Carlos SOARES

ISBN 9781424469178

2010 Trabalho em evento

PS Computer Science (miscellaneous)

Evaluation of Clustering Results: The Trade-off Bias-Variability

International Federation of Classification Societies (IFCS-09)

Margarida CARDOSO; Katti FACELI; André Carlos Ponce De Leon Ferreira De CARVALHO

ISBN 9783642107443

2010 Trabalho em evento

PS Computer Science (miscellaneous)

Determinação Automática do Número Ótimo de Iterações do Filtro de Difusão Anisotrópica para Redução de Ruídos de Imagens 3D de Ressonância Magnética do Cérebro

WIM X Workshop de Informática Médica

Yuri SAITO; Jefferson TEIXEIRA; André Carlos Ponce De Leon Ferreira De CARVALHO; Antonio Carlos Dos SANTOS; P MARQUES et al

ISBN 21752761

2010 Trabalho em evento

PS Artificial Intelligence

Using Meta-learning to Classify Traveling Salesman Problems

XI Simpósio Brasileiro de Redes Neurais (SBRN´2010)

Jorge KANDA; André Carlos Ponce De Leon Ferreira De CARVALHO; Eduardo HRUSCHKA; Carlos SOARES

2010 Trabalho em evento

PS Computer Science (miscellaneous)

Combining Meta-Learning and Search Techniques to SVM Parameter Selection

XI Simpósio Brasileiro de Redes Neurais (SBRN´2010)

Ricardo PRUDÊNCIO; André ROSSI; André Carlos Ponce De Leon Ferreira De CARVALHO; Carlos Manuel SOARES; Taciana GOMES

2010 Trabalho em evento

PS Computer Science (miscellaneous)

Hierarchical Multilabel Classification Using Top-Down Label Combination and Artificial Neural Networks

XI Simpósio Brasileiro de Redes Neurais (SBRN´2010)

Ricardo CERRI; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI

2010 Trabalho em evento

PS Computer Science (miscellaneous)

Improvements on the Partitions Selection Strategy for Set of Clustering Solutions

XI Simpósio Brasileiro de Redes Neurais (SBRN´2010)

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

DOI

2010 Trabalho em evento

PS Artificial Intelligence

Novel optimization-based algorithms for graph clustering

Concurso de Teses e Dissertações em Inteligência Artificial (CTDIA 2010)

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

2010 Trabalho em evento

LS Biochemistry; Genetics and Molecular Biology (miscellaneous)

Empirical Evaluation of Ranking Prediction Methods for Gene Expression Data Classification

Advances in Artificial Intelligence - IBERAMIA 2010; 12th Ibero-American Conference on AI

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

DOI ISBN 9783642169519

2010 Trabalho em evento

PS Computer Science (miscellaneous)

Data Stream Mining Algorithms for Building Decision Models in a Computer RolePlaying Game Simulation

IX Simpósio Brasileiro de Jogos e Entretenimento Digital; SBGames 2010

Rosane Maffei VALLIM; André Carlos Ponce De Leon Ferreira De CARVALHO; João GAMA

ISBN 21792259