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
2014	Trabalho em evento	Comparison of Active Learning Strategies and Proposal of a Multiclass Hypothesis Space Search David S Dos Santos JR; André Carlos Ponce De Leon Ferreira De CARVALHO 9th International Conference of Hybrid Artificial Intelligence Systems; HAIS 2014	PS Computer Science (miscellaneous)
2014	Trabalho em evento	A flocking-like technique to perform semi-supervised learning Gueleri Roberto A; Cupertino Thiago H; André Carlos Ponce De Leon Ferreira De CARVALHO; Liang ZHAO 2014 International Joint Conference on Neural Networks (IJCNN) DOI 10.1109/IJCNN.2014.6889434 ISBN 9781479914845	PS Computer Science (miscellaneous)
2014	Trabalho em evento	PVis ? Partitions' visualizer: Extracting knowledge by visualizing a collection of partitions Katti FACELI; Sakata Tiemi C; André Carlos Ponce De Leon Ferreira De CARVALHO; De Souto Marcilio C P 2014 International Joint Conference on Neural Networks (IJCNN) DOI 10.1109/ijcnn.2014.6889672 ISBN 9781479966271	PS Computer Science (miscellaneous)
2014	Trabalho em evento	Clustering Search Applied to Rank Aggregation Lorena Luiz Henrique NOGUEIRA; Ana Carolina LORENA; Lorena Luiz Antonio NOGUEIRA; André Carlos Ponce De Leon Ferreira De CARVALHO 2014 Brazilian Conference on Intelligent Systems (BRACIS) DOI 10.1109/BRACIS.2014.44	PS Computer Science (miscellaneous)
2014	Trabalho em evento	Adaptive Algorithms in Accelerometer Biometrics Pisani Paulo HENRIQUE; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO 2014 Brazilian Conference on Intelligent Systems (BRACIS) DOI 10.1109/BRACIS.2014.67	PS Computer Science (miscellaneous)
2014	Trabalho em evento	Fine-Tuning of UAV Control Rules for Spraying Pesticides on Crop Fields Faical Bruno S; Pessin GUSTAVO; Filho Geraldo P R; André Carlos Ponce De Leon Ferreira De CARVALHO; Furquim GUSTAVO et al 2014 IEEE 26th International Conference on Tools with Artificial Intelligence (ICTAI) DOI 10.1109/ictai.2014.85 ISBN 9781479965724	PS Computer Science (miscellaneous)
2014	Trabalho em evento	ClusterOSS: a new undersampling method for imbalanced learning Victor Hugo BARELLA; Eduardo De Paula COSTA; André Carlos Ponce De Leon Ferreira De CARVALHO XI Encontro Nacional de Inteligência Artificial e Computacional (ENIAC)	PS Artificial Intelligence
2014	Trabalho em evento	Viabilidade do Aprendizado Ativo em Máquinas Extremas Davi P Dos SANTOS; André Carlos Ponce De Leon Ferreira De CARVALHO XI Encontro Nacional de Inteligência Artificial e Computacional (ENIAC)	SH Education
2014	Artigo em periódico	Unsupervised density-based behavior change detection in data streams Rosane Maffei VALLIM; José Augusto De Andrade JR; Rodrigo MELLO; André Carlos Ponce De Leon Ferreira De CARVALHO; João GAMA Intelligent Data Analysis (Print) DOI 10.3233/IDA-140636 ISSN 1088-467X	PS Computer Science (miscellaneous)
2014	Artigo em periódico	A framework for bottom-up induction of oblique decision trees Rodrigo BARROS; Pablo A JASKOWIAK; Ricardo CERRI; André Carlos Ponce De Leon Ferreira De CARVALHO Neurocomputing (Amsterdam) DOI 10.1016/j.neucom.2013.01.067 ISSN 0925-2312	PS Artificial Intelligence
2014	Artigo em periódico	MetaStream: a meta-learning based method for periodic algorithm selection in time-changing data André ROSSI; André Carlos Ponce De Leon Ferreira De CARVALHO; Carlos M SOARES; Bruno FERES Neurocomputing (Amsterdam) DOI 10.1016/j.neucom.2013.05.048 ISSN 0925-2312	PS Artificial Intelligence
2014	Artigo em periódico	Evolving decision trees with beam search-based initialization and lexicographic multi-objective evaluation Márcio BASGALUPP; Rodrigo BARROS; André Carlos Ponce De Leon Ferreira De CARVALHO; Alex FREITAS Information Sciences DOI 10.1016/j.ins.2013.07.025 ISSN 0020-0255	PS Computer Science (miscellaneous)
2014	Artigo em periódico	Evolutionary Design of Decision-Tree Algorithms Tailored to Microarray Gene Expression Data Sets Rodrigo BARROS; Márcio BASGALUPP; Alex FREITAS; André Carlos Ponce De Leon Ferreira De CARVALHO IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION DOI 10.1109/TEVC.2013.2291813 ISSN 1089-778X	PS Artificial Intelligence
2014	Artigo em periódico	Hierarchical multi-label classification using local neural networks Cerri RICARDO; Rodrigo C BARROS; André Carlos Ponce De Leon Ferreira De CARVALHO Journal of Computer and System Sciences (Print) DOI 10.1016/j.jcss.2013.03.007 ISSN 0022-0000	PS Computer Science (miscellaneous)
2014	Artigo em periódico	The discriminant power of RNA features for pre-miRNA recognition Ivani De Oliveira Negrão LOPES; Alexander SCHLIEP; André Carlos Ponce De Leon Ferreira De CARVALHO BMC Bioinformatics DOI 10.1186/1471-2105-15-124 ISSN 1471-2105	LS Biochemistry; Genetics and Molecular Biology (miscellaneous)
2014	Artigo em periódico	A hybrid meta-learning architecture for multi-objective optimization of SVM parameters Péricles B C De MIRANDA; Ricardo PRUDÊNCIO; Carlos M SOARES; André Carlos Ponce De Leon Ferreira De CARVALHO NEUROCOMPUTING DOI 10.1016/j.neucom.2014.06.026 ISSN 0925-2312	PS Artificial Intelligence
2014	Artigo em periódico	Investigating fitness functions for a hyper-heuristic evolutionary algorithm in the context of balanced and imbalanced data classification Rodrigo C BARROS; Basgalupp Márcio P; André Carlos Ponce De Leon Ferreira De CARVALHO Genetic Programming and Evolvable Machines (Print) DOI 10.1007/s10710-014-9235-z ISSN 1389-2576	PS Computer Science (miscellaneous)
2013	Capítulo de livro	Mineração de Dados Carlos SOARES; André Carlos Ponce De Leon Ferreira De CARVALHO Novas Tendências em Marketing Intelligence ISBN 9789896940355	SH Marketing
2013	Livro	Hybrid Artificial Intelligent Systems Jeng Shyang PAN; Marios M POLYCARPOU; Micha Wo NIAK; André Carlos Ponce De Leon Ferreira De CARVALHO; Héctor QUINTIÁN et al — ISBN 9783642408458	PS Artificial Intelligence
2013	Trabalho em evento	A grammatical evolution algorithm for generation of Hierarchical Multi-Label Classification rules Ricardo CERRI; Rodrigo C BARROS; André Carlos Ponce De Leon Ferreira De CARVALHO; Freitas Alex A 2013 IEEE Congress on Evolutionary Computation (CEC) DOI 10.1109/CEC.2013.6557604 ISBN 9781479904549	PS Artificial Intelligence
2013	Trabalho em evento	A grammatical evolution approach for software effort estimation Rodrigo C BARROS; Basgalupp Márcio P; Ricardo CERRI; Da Silva Tiago S; André Carlos Ponce De Leon Ferreira De CARVALHO Proceeding of the fifteenth annual conference DOI 10.1145/2463372.2463546 ISBN 9781450319638	PS Artificial Intelligence
2013	Trabalho em evento	Noisy Data Set Identification Luis Paulo GARCIA; André Carlos Ponce De Leon Ferreira De CARVALHO; A Carolina LORENA Hybrid Artificial Intelligent Systems - 8th International Conference; HAIS 2013 ISBN 9783642408465	PS Artificial Intelligence
2013	Trabalho em evento	Probabilistic Clustering for Hierarchical Multi-Label Classification of Protein Functions Rodrigo BARROS; Ricardo CERRI; Alex FREITAS; André Carlos Ponce De Leon Ferreira De CARVALHO Machine Learning and Knowledge Discovery in Databases - European Conference; ECML PKDD 2013 ISBN 9783642409912	LS Biochemistry; Genetics and Molecular Biology (miscellaneous)
2013	Trabalho em evento	Novelty detection algorithm for data streams multi-class problems Faria Elaine R; João GAMA; André Carlos Ponce De Leon Ferreira De CARVALHO the 28th Annual ACM Symposium DOI 10.1145/2480362.2480515 ISBN 9781450316569	PS Computer Science (miscellaneous)
2013	Trabalho em evento	Software effort prediction Basgalupp Márcio P; Rodrigo C BARROS; Da Silva Tiago S; André Carlos Ponce De Leon Ferreira De CARVALHO the 28th Annual ACM Symposium DOI 10.1145/2480362.2480571 ISBN 9781450316569	PS Artificial Intelligence

2014 Trabalho em evento

PS Computer Science (miscellaneous)

Comparison of Active Learning Strategies and Proposal of a Multiclass Hypothesis Space Search

9th International Conference of Hybrid Artificial Intelligence Systems; HAIS 2014

David S Dos Santos JR; André Carlos Ponce De Leon Ferreira De CARVALHO

2014 Trabalho em evento

PS Computer Science (miscellaneous)

A flocking-like technique to perform semi-supervised learning

2014 International Joint Conference on Neural Networks (IJCNN)

Gueleri Roberto A; Cupertino Thiago H; André Carlos Ponce De Leon Ferreira De CARVALHO; Liang ZHAO

DOI ISBN 9781479914845

2014 Trabalho em evento

PS Computer Science (miscellaneous)

PVis ? Partitions' visualizer: Extracting knowledge by visualizing a collection of partitions

2014 International Joint Conference on Neural Networks (IJCNN)

Katti FACELI; Sakata Tiemi C; André Carlos Ponce De Leon Ferreira De CARVALHO; De Souto Marcilio C P

DOI ISBN 9781479966271

2014 Trabalho em evento

PS Computer Science (miscellaneous)

Clustering Search Applied to Rank Aggregation

2014 Brazilian Conference on Intelligent Systems (BRACIS)

Lorena Luiz Henrique NOGUEIRA; Ana Carolina LORENA; Lorena Luiz Antonio NOGUEIRA; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI

2014 Trabalho em evento

PS Computer Science (miscellaneous)

Adaptive Algorithms in Accelerometer Biometrics

2014 Brazilian Conference on Intelligent Systems (BRACIS)

Pisani Paulo HENRIQUE; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI

2014 Trabalho em evento

PS Computer Science (miscellaneous)

Fine-Tuning of UAV Control Rules for Spraying Pesticides on Crop Fields

2014 IEEE 26th International Conference on Tools with Artificial Intelligence (ICTAI)

Faical Bruno S; Pessin GUSTAVO; Filho Geraldo P R; André Carlos Ponce De Leon Ferreira De CARVALHO; Furquim GUSTAVO et al

DOI ISBN 9781479965724

2014 Trabalho em evento

PS Artificial Intelligence

ClusterOSS: a new undersampling method for imbalanced learning

XI Encontro Nacional de Inteligência Artificial e Computacional (ENIAC)

Victor Hugo BARELLA; Eduardo De Paula COSTA; André Carlos Ponce De Leon Ferreira De CARVALHO

2014 Trabalho em evento

SH Education

Viabilidade do Aprendizado Ativo em Máquinas Extremas

XI Encontro Nacional de Inteligência Artificial e Computacional (ENIAC)

Davi P Dos SANTOS; André Carlos Ponce De Leon Ferreira De CARVALHO

2014 Artigo em periódico

PS Computer Science (miscellaneous)

Unsupervised density-based behavior change detection in data streams

Intelligent Data Analysis (Print)

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

DOI ISSN 1088-467X

2014 Artigo em periódico

PS Artificial Intelligence

A framework for bottom-up induction of oblique decision trees

Neurocomputing (Amsterdam)

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

DOI ISSN 0925-2312

2014 Artigo em periódico

PS Artificial Intelligence

MetaStream: a meta-learning based method for periodic algorithm selection in time-changing data

Neurocomputing (Amsterdam)

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

DOI ISSN 0925-2312

2014 Artigo em periódico

PS Computer Science (miscellaneous)

Evolving decision trees with beam search-based initialization and lexicographic multi-objective evaluation

Information Sciences

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

DOI ISSN 0020-0255

2014 Artigo em periódico

PS Artificial Intelligence

Evolutionary Design of Decision-Tree Algorithms Tailored to Microarray Gene Expression Data Sets

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

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

DOI ISSN 1089-778X

2014 Artigo em periódico

PS Computer Science (miscellaneous)

Hierarchical multi-label classification using local neural networks

Journal of Computer and System Sciences (Print)

Cerri RICARDO; Rodrigo C BARROS; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 0022-0000

2014 Artigo em periódico

LS Biochemistry; Genetics and Molecular Biology (miscellaneous)

The discriminant power of RNA features for pre-miRNA recognition

BMC Bioinformatics

Ivani De Oliveira Negrão LOPES; Alexander SCHLIEP; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 1471-2105

2014 Artigo em periódico

PS Artificial Intelligence

A hybrid meta-learning architecture for multi-objective optimization of SVM parameters

NEUROCOMPUTING

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

DOI ISSN 0925-2312

2014 Artigo em periódico

PS Computer Science (miscellaneous)

Investigating fitness functions for a hyper-heuristic evolutionary algorithm in the context of balanced and imbalanced data classification

Genetic Programming and Evolvable Machines (Print)

Rodrigo C BARROS; Basgalupp Márcio P; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 1389-2576

2013 Capítulo de livro

SH Marketing

Mineração de Dados

Novas Tendências em Marketing Intelligence

Carlos SOARES; André Carlos Ponce De Leon Ferreira De CARVALHO

ISBN 9789896940355

2013 Livro

PS Artificial Intelligence

Hybrid Artificial Intelligent Systems

—

Jeng Shyang PAN; Marios M POLYCARPOU; Micha Wo NIAK; André Carlos Ponce De Leon Ferreira De CARVALHO; Héctor QUINTIÁN et al

ISBN 9783642408458

2013 Trabalho em evento

PS Artificial Intelligence

A grammatical evolution algorithm for generation of Hierarchical Multi-Label Classification rules

2013 IEEE Congress on Evolutionary Computation (CEC)

Ricardo CERRI; Rodrigo C BARROS; André Carlos Ponce De Leon Ferreira De CARVALHO; Freitas Alex A

DOI ISBN 9781479904549

2013 Trabalho em evento

PS Artificial Intelligence

A grammatical evolution approach for software effort estimation

Proceeding of the fifteenth annual conference

Rodrigo C BARROS; Basgalupp Márcio P; Ricardo CERRI; Da Silva Tiago S; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9781450319638

2013 Trabalho em evento

PS Artificial Intelligence

Noisy Data Set Identification

Hybrid Artificial Intelligent Systems - 8th International Conference; HAIS 2013

Luis Paulo GARCIA; André Carlos Ponce De Leon Ferreira De CARVALHO; A Carolina LORENA

ISBN 9783642408465

2013 Trabalho em evento

LS Biochemistry; Genetics and Molecular Biology (miscellaneous)

Probabilistic Clustering for Hierarchical Multi-Label Classification of Protein Functions

Machine Learning and Knowledge Discovery in Databases - European Conference; ECML PKDD 2013

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

ISBN 9783642409912

2013 Trabalho em evento

PS Computer Science (miscellaneous)

Novelty detection algorithm for data streams multi-class problems

the 28th Annual ACM Symposium

Faria Elaine R; João GAMA; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9781450316569

2013 Trabalho em evento

PS Artificial Intelligence

Software effort prediction

the 28th Annual ACM Symposium

Basgalupp Márcio P; Rodrigo C BARROS; Da Silva Tiago S; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9781450316569