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
2008	Trabalho em evento	Top-Down Hierarchical Ensembles of Classifiers for Predicting G-Protein-Coupled-Receptor Functions Eduardo De Paula COSTA; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO; Alex FREITAS; Nicholas HOLDEN Brazilian Brazilian Symposium on Bioinformatics; BSB´08 DOI 10.1007/978-3-540-85557-6_4 ISBN 9783540855569	LS Biochemistry; Genetics and Molecular Biology (miscellaneous)
2008	Trabalho em evento	Classificação Hierárquica de Proteínas Utilizando Abordagens Top-Down e Big-Bang Ricardo CERRI; André Carlos Ponce De Leon Ferreira De CARVALHO; Eduardo De Paula COSTA; Alex FREITAS IV Workshop em Algoritmos e Aplicações de Mineração de Dados; 2008 ISBN 978857669205	PS Computer Science (miscellaneous)
2008	Trabalho em evento	Classificação Hierárquica de Proteínas Utilizando Técnicas de Aprendizado de Máquina Ricardo CERRI; Eduardo De Paula COSTA; André Carlos Ponce De Leon Ferreira De CARVALHO II Workshop on Computational Intelligence	PS Computer Science (miscellaneous)
2008	Trabalho em evento	Seleção de Atributos para Classificação de Grãos Thiago Ferreira COVÕES; Eduardo HRUSCHKA; Leandro Nunes De Castro SILVA; André Carlos Ponce De Leon Ferreira De CARVALHO IV Workshop em Algoritmos e Aplicações de Mineração de Dados; WAAMD 2008 (parte do XXIII Simpósio Brasileiro de Banco de Dados - SBBD 2008)	PS Computer Science (miscellaneous)
2008	Artigo em periódico	A Hybrid Case Adaptation Approach for Case-Based Reasoning Cláudio POLICASTRO; André Carlos Ponce De Leon Ferreira De CARVALHO; Alexandre Claudio Botazzo DELBEM Applied Intelligence (Boston) DOI 10.1007/s10489-007-0044-4 ISSN 0924-669X	PS Computer Science Applications
2008	Artigo em periódico	THE DIMENSION OF ECOCs FOR MULTICLASS CLASSIFICATION PROBLEMS Pimenta EDGAR; João GAMA; André Carlos Ponce De Leon Ferreira De CARVALHO International Journal of Artificial Intelligence Tools DOI 10.1142/S0218213008003984 ISSN 0218-2130	PS Artificial Intelligence
2008	Artigo em periódico	Estratégias para a Combinação de Classificadores Binários em Soluções Multiclasses Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO Revista de Informática Teórica e Aplicada ISSN 0103-4308	PS Artificial Intelligence
2008	Artigo em periódico	Hierarchical Decomposition of Multiclass Problems Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO Neural Network World (Prague) ISSN 1210-0552	PS Artificial Intelligence
2008	Artigo em periódico	Hybrid classification algorithms based on boosting and support vector machines Thiago Turchetti MAIA; A BRAGA; André Carlos Ponce De Leon Ferreira De CARVALHO Kybernetes DOI 10.1108/03684920810907814 ISSN 0368-492X	PS Computer Science (miscellaneous)
2008	Artigo em periódico	Evolutionary tuning of SVM parameter values in multiclass problems A Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO Neurocomputing (Amsterdam) DOI 10.1016/j.neucom.2008.01.031 ISSN 0925-2312	PS Artificial Intelligence
2007	Capítulo de livro	A Tutorial on Hierarchical Classification with Applications in Bioinformatics Alex FREITAS; André Carlos Ponce De Leon Ferreira De CARVALHO Research and Trends in Data Mining Technologies and Applications: Advances in Data Warehousing and Mining ISBN 159904272X	PS Artificial Intelligence
2007	Capítulo de livro	Evolutionary Design of Code-matrices for Multiclass Problems Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO Soft Computing for Knowledge Discovery and Data Mining ISBN 9780387699349	PS Artificial Intelligence
2007	Capítulo de livro	Artificial Ants in the Real World: Solving On-line Problems Using Ant Colony Optimization Bruno Rodrigues NERY; Rodrigo MELLO; André Carlos Ponce De Leon Ferreira De CARVALHO; Laurence YAN Swarm Intelligence; Focus on Ant and Particle Swarm Optimization ISBN 9783902613097	PS Computer Science (miscellaneous)
2007	Livro	Redes Neurais Artificiais: Teoria e Aplicações A BRAGA; Teresa LUDERMIR; André Carlos Ponce De Leon Ferreira De CARVALHO — ISBN 9788521615644	PS Artificial Intelligence
2007	Livro	III Workshop de Algoritmos e Aplicações de Mineração de Dados; WAAMD´07 Alexandre PLASTINO; André Carlos Ponce De Leon Ferreira De CARVALHO; Ruy RAMOS; Wagner MEIRA — ISBN 8576691353	PS Artificial Intelligence
2007	Livro	Proceedings of the VII International Conference on Computational Intelligence and Multimedia Applications S ARIVAZHAGAN; Henry SELVARAJ; Brijesh VERMA; André Carlos Ponce De Leon Ferreira De CARVALHO — ISBN 0769530508	PS Computer Science Applications
2007	Trabalho em evento	OLINDDA: a cluster-based approach for detecting novelty and concept drift in data streams Eduardo Jaques SPINOSA; André Carlos Ponce De Leon Ferreira De CARVALHO; João GAMA The 22nd Annual ACM Symposium on Applied Computing DOI 10.1145/1244002.1244107 ISBN 1595934804	PS Computer Science (miscellaneous)
2007	Trabalho em evento	Pursuing the best ECOC dimension for multiclass problems Edgar PIMENTA; João GAMA; André Carlos Ponce De Leon Ferreira De CARVALHO FLAIRS-20; The 20th International FLAIRS Conference ISBN 9781577353195	PS Artificial Intelligence
2007	Trabalho em evento	Detecção de novidade com o algoritmo de agrupamento k-médias Eduardo Jaques SPINOSA; André Carlos Ponce De Leon Ferreira De CARVALHO; João GAMA XIV Jornadas de Classificação e Análise de Dados; JOCLAD´07	PS Artificial Intelligence
2007	Trabalho em evento	Clustering using genetic algorithm combining validation criteria Murilo Coelho NALDI; André Carlos Ponce De Leon Ferreira De CARVALHO 15th European Symposium on Artificial Neural Networks; ESANN 2007 ISBN 2930307072	PS Artificial Intelligence
2007	Trabalho em evento	Multi-objective Clustering Ensemble with Prior Knowledge Katti FACELI; André Carlos Ponce De Leon Ferreira De CARVALHO; Marcílio SOUTO Brazilian Symposium on Bioinformatics; BSB´07 DOI 10.1007/978-3-540-73731-5 ISBN 9783540737308	LS Biochemistry; Genetics and Molecular Biology (miscellaneous)
2007	Trabalho em evento	Comparing Several Approaches for Hierarchical Classification of Proteins with Decision Trees Eduardo De Paula COSTA; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO; Alex FREITAS; Nicholas HOLDEN Brazilian Symposium on Bioinformatics; BSB´07 DOI 10.1007/978-3-540-73731-5 ISBN 9783540737308	LS Biochemistry; Genetics and Molecular Biology (miscellaneous)
2007	Trabalho em evento	A Review of Performance Evaluation Measures for Hierarchical Classifiers. Eduardo De Paula COSTA; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO; Alex FREITAS; Nicholas HOLDEN Workshop on Evaluation Methods for Machine Learning II; part of the Twenty-Second Conference on Artificial Intelligence; AAAI´2007	PS Artificial Intelligence
2007	Trabalho em evento	A Hybrid Case Based Reasoning Approach for Wine Classification Cláudio POLICASTRO; André Carlos Ponce De Leon Ferreira De CARVALHO; Alexandre Cláudio Botazzo DELBEM; L H C MATTOSO; E MINATTI et al 7th International Conference onIntelligent Systems Design and Applications; ISDA´07 DOI 10.1109/ISDA.2007.64 ISBN 0769529763	PS Artificial Intelligence
2007	Trabalho em evento	Comparing Several Evaluation Functions in the Evolutionary Design of Multiclass Support Vector Machines Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO 7th International Conference on Hybrid Intelligent Systems DOI 10.1109/HIS.2007.59 ISBN 0769529461	PS Artificial Intelligence

2008 Trabalho em evento

LS Biochemistry; Genetics and Molecular Biology (miscellaneous)

Top-Down Hierarchical Ensembles of Classifiers for Predicting G-Protein-Coupled-Receptor Functions

Brazilian Brazilian Symposium on Bioinformatics; BSB´08

Eduardo De Paula COSTA; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO; Alex FREITAS; Nicholas HOLDEN

DOI ISBN 9783540855569

2008 Trabalho em evento

PS Computer Science (miscellaneous)

Classificação Hierárquica de Proteínas Utilizando Abordagens Top-Down e Big-Bang

IV Workshop em Algoritmos e Aplicações de Mineração de Dados; 2008

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

ISBN 978857669205

2008 Trabalho em evento

PS Computer Science (miscellaneous)

Classificação Hierárquica de Proteínas Utilizando Técnicas de Aprendizado de Máquina

II Workshop on Computational Intelligence

Ricardo CERRI; Eduardo De Paula COSTA; André Carlos Ponce De Leon Ferreira De CARVALHO

2008 Trabalho em evento

PS Computer Science (miscellaneous)

Seleção de Atributos para Classificação de Grãos

IV Workshop em Algoritmos e Aplicações de Mineração de Dados; WAAMD 2008 (parte do XXIII Simpósio Brasileiro de Banco de Dados - SBBD 2008)

Thiago Ferreira COVÕES; Eduardo HRUSCHKA; Leandro Nunes De Castro SILVA; André Carlos Ponce De Leon Ferreira De CARVALHO

2008 Artigo em periódico

PS Computer Science Applications

A Hybrid Case Adaptation Approach for Case-Based Reasoning

Applied Intelligence (Boston)

Cláudio POLICASTRO; André Carlos Ponce De Leon Ferreira De CARVALHO; Alexandre Claudio Botazzo DELBEM

DOI ISSN 0924-669X

2008 Artigo em periódico

PS Artificial Intelligence

THE DIMENSION OF ECOCs FOR MULTICLASS CLASSIFICATION PROBLEMS

International Journal of Artificial Intelligence Tools

Pimenta EDGAR; João GAMA; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 0218-2130

2008 Artigo em periódico

PS Artificial Intelligence

Estratégias para a Combinação de Classificadores Binários em Soluções Multiclasses

Revista de Informática Teórica e Aplicada

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

ISSN 0103-4308

2008 Artigo em periódico

PS Artificial Intelligence

Hierarchical Decomposition of Multiclass Problems

Neural Network World (Prague)

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

ISSN 1210-0552

2008 Artigo em periódico

PS Computer Science (miscellaneous)

Hybrid classification algorithms based on boosting and support vector machines

Kybernetes

Thiago Turchetti MAIA; A BRAGA; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 0368-492X

2008 Artigo em periódico

PS Artificial Intelligence

Evolutionary tuning of SVM parameter values in multiclass problems A

Neurocomputing (Amsterdam)

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

DOI ISSN 0925-2312

2007 Capítulo de livro

PS Artificial Intelligence

A Tutorial on Hierarchical Classification with Applications in Bioinformatics

Research and Trends in Data Mining Technologies and Applications: Advances in Data Warehousing and Mining

Alex FREITAS; André Carlos Ponce De Leon Ferreira De CARVALHO

ISBN 159904272X

2007 Capítulo de livro

PS Artificial Intelligence

Evolutionary Design of Code-matrices for Multiclass Problems

Soft Computing for Knowledge Discovery and Data Mining

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

ISBN 9780387699349

2007 Capítulo de livro

PS Computer Science (miscellaneous)

Artificial Ants in the Real World: Solving On-line Problems Using Ant Colony Optimization

Swarm Intelligence; Focus on Ant and Particle Swarm Optimization

Bruno Rodrigues NERY; Rodrigo MELLO; André Carlos Ponce De Leon Ferreira De CARVALHO; Laurence YAN

ISBN 9783902613097

2007 Livro

PS Artificial Intelligence

Redes Neurais Artificiais: Teoria e Aplicações

—

A BRAGA; Teresa LUDERMIR; André Carlos Ponce De Leon Ferreira De CARVALHO

ISBN 9788521615644

2007 Livro

PS Artificial Intelligence

III Workshop de Algoritmos e Aplicações de Mineração de Dados; WAAMD´07

—

Alexandre PLASTINO; André Carlos Ponce De Leon Ferreira De CARVALHO; Ruy RAMOS; Wagner MEIRA

ISBN 8576691353

2007 Livro

PS Computer Science Applications

Proceedings of the VII International Conference on Computational Intelligence and Multimedia Applications

—

S ARIVAZHAGAN; Henry SELVARAJ; Brijesh VERMA; André Carlos Ponce De Leon Ferreira De CARVALHO

ISBN 0769530508

2007 Trabalho em evento

PS Computer Science (miscellaneous)

OLINDDA: a cluster-based approach for detecting novelty and concept drift in data streams

The 22nd Annual ACM Symposium on Applied Computing

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

DOI ISBN 1595934804

2007 Trabalho em evento

PS Artificial Intelligence

Pursuing the best ECOC dimension for multiclass problems

FLAIRS-20; The 20th International FLAIRS Conference

Edgar PIMENTA; João GAMA; André Carlos Ponce De Leon Ferreira De CARVALHO

ISBN 9781577353195

2007 Trabalho em evento

PS Artificial Intelligence

Detecção de novidade com o algoritmo de agrupamento k-médias

XIV Jornadas de Classificação e Análise de Dados; JOCLAD´07

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

2007 Trabalho em evento

PS Artificial Intelligence

Clustering using genetic algorithm combining validation criteria

15th European Symposium on Artificial Neural Networks; ESANN 2007

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

ISBN 2930307072

2007 Trabalho em evento

LS Biochemistry; Genetics and Molecular Biology (miscellaneous)

Multi-objective Clustering Ensemble with Prior Knowledge

Brazilian Symposium on Bioinformatics; BSB´07

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

DOI ISBN 9783540737308

2007 Trabalho em evento

LS Biochemistry; Genetics and Molecular Biology (miscellaneous)

Comparing Several Approaches for Hierarchical Classification of Proteins with Decision Trees

Brazilian Symposium on Bioinformatics; BSB´07

Eduardo De Paula COSTA; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO; Alex FREITAS; Nicholas HOLDEN

DOI ISBN 9783540737308

2007 Trabalho em evento

PS Artificial Intelligence

A Review of Performance Evaluation Measures for Hierarchical Classifiers.

Workshop on Evaluation Methods for Machine Learning II; part of the Twenty-Second Conference on Artificial Intelligence; AAAI´2007

Eduardo De Paula COSTA; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO; Alex FREITAS; Nicholas HOLDEN

2007 Trabalho em evento

PS Artificial Intelligence

A Hybrid Case Based Reasoning Approach for Wine Classification

7th International Conference onIntelligent Systems Design and Applications; ISDA´07

Cláudio POLICASTRO; André Carlos Ponce De Leon Ferreira De CARVALHO; Alexandre Cláudio Botazzo DELBEM; L H C MATTOSO; E MINATTI et al

DOI ISBN 0769529763

2007 Trabalho em evento

PS Artificial Intelligence

Comparing Several Evaluation Functions in the Evolutionary Design of Multiclass Support Vector Machines

7th International Conference on Hybrid Intelligent Systems

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

DOI ISBN 0769529461