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
2013	Trabalho em evento	Seleção de Atributos em Problemas de Classificação com uma Única Classe. Luiz Henrique Nogueira LORENA; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO X Encontro Nacional de Inteligência Artificial e Computacional	PS Computer Science (miscellaneous)
2013	Trabalho em evento	Algoritmos Imunológicos Adaptativos em Dinâmica da Digitação: um Contexto de Fluxo de Dados Paulo H PISANI; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO X Encontro Nacional de Inteligência Artificial e Computacional	PS Computer Science (miscellaneous)
2013	Trabalho em evento	Evaluation Methodology for Multiclass Novelty Detection Algorithms Elaine R F PAIVA; Isabel J C R GONÇALVES; João GAMA; André Carlos Ponce De Leon Ferreira De CARVALHO 2013 Brazilian Conference on Intelligent Systems (BRACIS 2013) ISBN 9780769550923	PS Computer Science (miscellaneous)
2013	Trabalho em evento	Neural Networks for Hierarchical Classification of G-Protein Coupled Receptors Ricardo CERRI; Rodrigo BARROS; André Carlos Ponce De Leon Ferreira De CARVALHO 2013 Brazilian Conference on Intelligent Systems (BRACIS 2013) ISBN 9780769550923	PS Computer Science (miscellaneous)
2013	Artigo em periódico	Cluster ensemble selection based on relative validity indexes Murilo Coelho NALDI; André Carlos Ponce De Leon Ferreira De CARVALHO; Ricardo J G B CAMPELLO Data Mining and Knowledge Discovery DOI 10.1007/s10618-012-0290-x ISSN 1384-5810	PS Computer Science (miscellaneous)
2013	Artigo em periódico	Predicting execution time of machine learning tasks for scheduling Rattan PRIYA; Bruno FERES; André ROSSI; André Carlos Ponce De Leon Ferreira De CARVALHO International Journal of Hybrid Intelligent Systems DOI 10.3233/HIS-130162 ISSN 1448-5869	PS Artificial Intelligence
2013	Artigo em periódico	Data stream clustering Jonathan De Andrade SILVA; Elaine RIBEIRO; Rodrigo BARROS; Eduardo HRUSCHKA; João GAMA et al ACM Computing Surveys DOI 10.1145/2522968.2522981 ISSN 0360-0300	PS Computer Vision and Pattern Recognition
2013	Artigo em periódico	Online behavior change detection in computer games Rosane Maffei VALLIM; José Augusto De Andrade JR; Rodrigo MELLO; André Carlos Ponce De Leon Ferreira De CARVALHO Expert Systems with Applications DOI 10.1016/j.eswa.2013.05.059 ISSN 0957-4174	PS Computer Science (miscellaneous)
2013	Artigo em periódico	Hierarchical Bottom-Up Safe Semi-Supervised Support Vector Machines for Multi-Class Transductive Learning Thiago Ferreira COVÕES; Rodrigo BARROS; Tiago Silva Da SILVA; Eduardo HRUSCHKA; André Carlos Ponce De Leon Ferreira De CARVALHO Journal of Information and Data Management - JIDM DOI 10.5753/jidm.2013.1503 ISSN 2178-7107	PS Computer Science (miscellaneous)
2013	Artigo em periódico	Automatic Design of Decision-Tree Algorithms with Evolutionary Algorithms Rodrigo Coelho BARROS; Márcio P BASGALUPP; André Carlos Ponce De Leon Ferreira De CARVALHO; Alex A FREITAS EVOLUTIONARY COMPUTATION DOI 10.1162/evco_a_00101 ISSN 1063-6560	PS Artificial Intelligence
2012	Capítulo de livro	A Beam Search Based Decision Tree Induction Algorithm Márcio BASGALUPP; Rodrigo BARROS; André Carlos Ponce De Leon Ferreira De CARVALHO; Alex FREITAS Machine Learning Algorithms for Problem Solving in Computational Applications ISBN 9781466618336	PS Computer Science (miscellaneous)
2012	Capítulo de livro	Algortimos Genéticos em Problemas de Classificação André ROSSI; Márcio BASGALUPP; A Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO Manual de Computação Evolutiva e Metaheurística ISBN 9729892601502	PS Artificial Intelligence
2012	Livro	Extração de Conhecimento de Dados ? Data Mining João GAMA; André Carlos Ponce De Leon Ferreira De CARVALHO; Katti FACELI; A Carolina LORENA; Márcia OLIVEIRA — ISBN 9789726186984	PS Artificial Intelligence
2012	Livro	Proceedings of the Fourth International Conference on Computational Aspects of Social Networks (CASoN) Ajith ABRAHAM; André Carlos Ponce De Leon Ferreira De CARVALHO — ISBN 9781467347921	PS Mathematics (miscellaneous)
2012	Trabalho em evento	Using Genetic Algorithms to Improve Prediction of Execution Times of ML Tasks Rattan PRIYA; Bruno Feres De SOUZA; André ROSSI; André Carlos Ponce De Leon Ferreira De CARVALHO 7th International Conference on Hybrid Artificial Intelligent System (HAIS) DOI 10.1007/978-3-642-28942-2_18 ISBN 9783642289415	PS Artificial Intelligence
2012	Trabalho em evento	A hybrid heuristic for the k-medoids clustering problem Mariá Cristina NASCIMENTO; Franklina TOLEDO; André Carlos Ponce De Leon Ferreira De CARVALHO Fourteenth international conference on Genetic and evolutionary computation conference (GECCO '12) DOI 10.1145/2330163.2330223 ISBN 9781450311779	PS Computer Science (miscellaneous)
2012	Trabalho em evento	A hyper-heuristic evolutionary algorithm for automatically designing decision-tree algorithms Rodrigo BARROS; Márcio BASGALUPP; André Carlos Ponce De Leon Ferreira De CARVALHO; Alex FREITAS Fourteenth international conference on Genetic and evolutionary computation conference (GECCO '12) DOI 10.1145/2330163.2330335 ISBN 9781450311779	PS Computer Science (miscellaneous)
2012	Trabalho em evento	An Experimental Study of the Combination of Meta-Learning with Particle Swarm Algorithms for SVM Parameter Selection Péricles B C De MIRANDA; Ricardo PRUDÊNCIO; André Carlos Ponce De Leon Ferreira De CARVALHO; Carlos SOARES Computational Science and Its Applications´ ICCSA 2012 DOI 10.1007/978-3-642-31137-6_43	PS Artificial Intelligence
2012	Trabalho em evento	A Genetic Algorithm for Hierarchical Multi-Label Classification Ricardo CERRI; Rodrigo BARROS; André Carlos Ponce De Leon Ferreira De CARVALHO Proceedings of the 27th Annual ACM Symposium on Applied Computing (SAC´2012) DOI 10.1145/2245276.2245325 ISBN 9781450308571	PS Computer Science (miscellaneous)
2012	Trabalho em evento	Improving the offline clustering stage of data stream algorithms in scenarios with variable number of clusters Elaine RIBEIRO; André Carlos Ponce De Leon Ferreira De CARVALHO; João GAMA 27th Annual ACM Symposium on Applied Computing (SAC´2012) DOI 10.1145/2245276.2245437 ISBN 9781450308571	PS Computer Science Applications
2012	Trabalho em evento	Multi-objective optimization and Meta-learning for SVM parameter selection Péricles B C De MIRANDA; Ricardo PRUDÊNCIO; André Carlos Ponce De Leon Ferreira De CARVALHO; Carlos M SOARES International Joint Conference on Neural Networks IJCNN 2012 DOI 10.1109/IJCNN.2012.6252378 ISBN 9781467314886	PS Artificial Intelligence
2012	Trabalho em evento	Combining a Multi-Objective Optimization Approach with Meta-Learning for SVM Parameter Selection Péricles B C De MIRANDA; Ricardo PRUDÊNCIO; André Carlos Ponce De Leon Ferreira De CARVALHO; Carlos SOARES IEEE International Conference on Systems; Man; and Cybernetics; IEEE SMC'12	PS Artificial Intelligence
2012	Trabalho em evento	A Meta-Learning Approach to Select Meta-Heuristics for the Traveling Salesman Problem Using MLP-Based Label Ranking Jorge KANDA; Carlos Manuel SOARES; Eduardo HRUSCHKA; André Carlos Ponce De Leon Ferreira De CARVALHO Neural Information Processing - 19th International Conference; ICONIP 2012 ISBN 9783642344862	PS Artificial Intelligence
2012	Trabalho em evento	Meta-Learning for Periodic Algorithm Selection in Time-Changing Data Rossi Andre Luis DEBIASO; André Carlos Ponce De Leon Ferreira De CARVALHO; Soares CARLOS 2012 Brazilian Symposium on Neural Networks (SBRN) DOI 10.1109/SBRN.2012.50 ISBN 9781467326414	PS Artificial Intelligence
2012	Trabalho em evento	A Density-Based Clustering Approach for Behavior Change Detection in Data Streams Vallim Rosane M M; Filho Jose A ANDRADE; André Carlos Ponce De Leon Ferreira De CARVALHO; Gama JOAO 2012 Brazilian Symposium on Neural Networks (SBRN) DOI 10.1109/SBRN.2012.22 ISBN 9781467326414	PS Artificial Intelligence

2013 Trabalho em evento

PS Computer Science (miscellaneous)

Seleção de Atributos em Problemas de Classificação com uma Única Classe.

X Encontro Nacional de Inteligência Artificial e Computacional

Luiz Henrique Nogueira LORENA; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO

2013 Trabalho em evento

PS Computer Science (miscellaneous)

Algoritmos Imunológicos Adaptativos em Dinâmica da Digitação: um Contexto de Fluxo de Dados

X Encontro Nacional de Inteligência Artificial e Computacional

Paulo H PISANI; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO

2013 Trabalho em evento

PS Computer Science (miscellaneous)

Evaluation Methodology for Multiclass Novelty Detection Algorithms

2013 Brazilian Conference on Intelligent Systems (BRACIS 2013)

Elaine R F PAIVA; Isabel J C R GONÇALVES; João GAMA; André Carlos Ponce De Leon Ferreira De CARVALHO

ISBN 9780769550923

2013 Trabalho em evento

PS Computer Science (miscellaneous)

Neural Networks for Hierarchical Classification of G-Protein Coupled Receptors

2013 Brazilian Conference on Intelligent Systems (BRACIS 2013)

Ricardo CERRI; Rodrigo BARROS; André Carlos Ponce De Leon Ferreira De CARVALHO

ISBN 9780769550923

2013 Artigo em periódico

PS Computer Science (miscellaneous)

Cluster ensemble selection based on relative validity indexes

Data Mining and Knowledge Discovery

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

DOI ISSN 1384-5810

2013 Artigo em periódico

PS Artificial Intelligence

Predicting execution time of machine learning tasks for scheduling

International Journal of Hybrid Intelligent Systems

Rattan PRIYA; Bruno FERES; André ROSSI; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 1448-5869

2013 Artigo em periódico

PS Computer Vision and Pattern Recognition

Data stream clustering

ACM Computing Surveys

Jonathan De Andrade SILVA; Elaine RIBEIRO; Rodrigo BARROS; Eduardo HRUSCHKA; João GAMA et al

DOI ISSN 0360-0300

2013 Artigo em periódico

PS Computer Science (miscellaneous)

Online behavior change detection in computer games

Expert Systems with Applications

Rosane Maffei VALLIM; José Augusto De Andrade JR; Rodrigo MELLO; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 0957-4174

2013 Artigo em periódico

PS Computer Science (miscellaneous)

Hierarchical Bottom-Up Safe Semi-Supervised Support Vector Machines for Multi-Class Transductive Learning

Journal of Information and Data Management - JIDM

Thiago Ferreira COVÕES; Rodrigo BARROS; Tiago Silva Da SILVA; Eduardo HRUSCHKA; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 2178-7107

2013 Artigo em periódico

PS Artificial Intelligence

Automatic Design of Decision-Tree Algorithms with Evolutionary Algorithms

EVOLUTIONARY COMPUTATION

Rodrigo Coelho BARROS; Márcio P BASGALUPP; André Carlos Ponce De Leon Ferreira De CARVALHO; Alex A FREITAS

DOI ISSN 1063-6560

2012 Capítulo de livro

PS Computer Science (miscellaneous)

A Beam Search Based Decision Tree Induction Algorithm

Machine Learning Algorithms for Problem Solving in Computational Applications

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

ISBN 9781466618336

2012 Capítulo de livro

PS Artificial Intelligence

Algortimos Genéticos em Problemas de Classificação

Manual de Computação Evolutiva e Metaheurística

André ROSSI; Márcio BASGALUPP; A Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO

ISBN 9729892601502

2012 Livro

PS Artificial Intelligence

Extração de Conhecimento de Dados ? Data Mining

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João GAMA; André Carlos Ponce De Leon Ferreira De CARVALHO; Katti FACELI; A Carolina LORENA; Márcia OLIVEIRA

ISBN 9789726186984

2012 Livro

PS Mathematics (miscellaneous)

Proceedings of the Fourth International Conference on Computational Aspects of Social Networks (CASoN)

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Ajith ABRAHAM; André Carlos Ponce De Leon Ferreira De CARVALHO

ISBN 9781467347921

2012 Trabalho em evento

PS Artificial Intelligence

Using Genetic Algorithms to Improve Prediction of Execution Times of ML Tasks

7th International Conference on Hybrid Artificial Intelligent System (HAIS)

Rattan PRIYA; Bruno Feres De SOUZA; André ROSSI; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9783642289415

2012 Trabalho em evento

PS Computer Science (miscellaneous)

A hybrid heuristic for the k-medoids clustering problem

Fourteenth international conference on Genetic and evolutionary computation conference (GECCO '12)

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

DOI ISBN 9781450311779

2012 Trabalho em evento

PS Computer Science (miscellaneous)

A hyper-heuristic evolutionary algorithm for automatically designing decision-tree algorithms

Fourteenth international conference on Genetic and evolutionary computation conference (GECCO '12)

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

DOI ISBN 9781450311779

2012 Trabalho em evento

PS Artificial Intelligence

An Experimental Study of the Combination of Meta-Learning with Particle Swarm Algorithms for SVM Parameter Selection

Computational Science and Its Applications´ ICCSA 2012

Péricles B C De MIRANDA; Ricardo PRUDÊNCIO; André Carlos Ponce De Leon Ferreira De CARVALHO; Carlos SOARES

DOI

2012 Trabalho em evento

PS Computer Science (miscellaneous)

A Genetic Algorithm for Hierarchical Multi-Label Classification

Proceedings of the 27th Annual ACM Symposium on Applied Computing (SAC´2012)

Ricardo CERRI; Rodrigo BARROS; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9781450308571

2012 Trabalho em evento

PS Computer Science Applications

Improving the offline clustering stage of data stream algorithms in scenarios with variable number of clusters

27th Annual ACM Symposium on Applied Computing (SAC´2012)

Elaine RIBEIRO; André Carlos Ponce De Leon Ferreira De CARVALHO; João GAMA

DOI ISBN 9781450308571

2012 Trabalho em evento

PS Artificial Intelligence

Multi-objective optimization and Meta-learning for SVM parameter selection

International Joint Conference on Neural Networks IJCNN 2012

Péricles B C De MIRANDA; Ricardo PRUDÊNCIO; André Carlos Ponce De Leon Ferreira De CARVALHO; Carlos M SOARES

DOI ISBN 9781467314886

2012 Trabalho em evento

PS Artificial Intelligence

Combining a Multi-Objective Optimization Approach with Meta-Learning for SVM Parameter Selection

IEEE International Conference on Systems; Man; and Cybernetics; IEEE SMC'12

Péricles B C De MIRANDA; Ricardo PRUDÊNCIO; André Carlos Ponce De Leon Ferreira De CARVALHO; Carlos SOARES

2012 Trabalho em evento

PS Artificial Intelligence

A Meta-Learning Approach to Select Meta-Heuristics for the Traveling Salesman Problem Using MLP-Based Label Ranking

Neural Information Processing - 19th International Conference; ICONIP 2012

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

ISBN 9783642344862

2012 Trabalho em evento

PS Artificial Intelligence

Meta-Learning for Periodic Algorithm Selection in Time-Changing Data

2012 Brazilian Symposium on Neural Networks (SBRN)

Rossi Andre Luis DEBIASO; André Carlos Ponce De Leon Ferreira De CARVALHO; Soares CARLOS

DOI ISBN 9781467326414

2012 Trabalho em evento

PS Artificial Intelligence

A Density-Based Clustering Approach for Behavior Change Detection in Data Streams

2012 Brazilian Symposium on Neural Networks (SBRN)

Vallim Rosane M M; Filho Jose A ANDRADE; André Carlos Ponce De Leon Ferreira De CARVALHO; Gama JOAO

DOI ISBN 9781467326414