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
2015	Trabalho em evento	Hierarchical classification of Gene Ontology-based protein functions with neural networks Cerri RICARDO; Rodrigo C BARROS; André Carlos Ponce De Leon Ferreira De CARVALHO 2015 International Joint Conference on Neural Networks (IJCNN) DOI 10.1109/ijcnn.2015.7280474 ISBN 9781479919604	PS Computer Science (miscellaneous)
2015	Trabalho em evento	To tune or not to tune: Recommending when to adjust SVM hyper-parameters via meta-learning Mantovani Rafael G; Rossi Andre L D; Vanschoren JOAQUIN; Bischl BERND; André Carlos Ponce De Leon Ferreira De CARVALHO 2015 International Joint Conference on Neural Networks (IJCNN) DOI 10.1109/ijcnn.2015.7280644 ISBN 9781479919604	PS Computer Science (miscellaneous)
2015	Trabalho em evento	Effectiveness of Random Search in SVM hyper-parameter tuning Mantovani Rafael G; Rossi Andre L D; Vanschoren JOAQUIN; Bischl BERND; André Carlos Ponce De Leon Ferreira De CARVALHO 2015 International Joint Conference on Neural Networks (IJCNN) DOI 10.1109/ijcnn.2015.7280664 ISBN 9781479919604	PS Artificial Intelligence
2015	Trabalho em evento	Meta-learning Recommendation of Default Hyper-parameter Values for SVMs in Classification Tasks Rafael MANTOVANI; André ROSSI; Joaquin VANSCHOREN; André Carlos Ponce De Leon Ferreira De CARVALHO MetaSel 2015: Meta-Learning and Algorithm Selection ISBN 16130073	PS Computer Science (miscellaneous)
2015	Trabalho em evento	Transmission of Wireless Neural Signals through a 0.18um CMOS Low-Power Amplifier Mário GAZZIRO; Dilvan MOREIRA; J F Rodrigues JR; André Carlos Ponce De Leon Ferreira De CARVALHO; S E SADDOW 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Societ; 2015 ISBN 9781424492701	HS Medicine (miscellaneous)
2015	Trabalho em evento	Using Multi-Objective Artificial Immune Systems to Find Core Collections Based on Molecular Markers Schlottfeldt SHANA; Walter Maria Emilia M T; Timmis JON; André Carlos Ponce De Leon Ferreira De CARVALHO; Telles Mariana P C et al the 2015 DOI 10.1145/2739480.2754653 ISBN 9781450334723	LS Biochemistry; Genetics and Molecular Biology (miscellaneous)
2015	Trabalho em evento	Tratando dados desbalanceados em classificação hierárquica Victor Hugo BARELLA; Eduardo De Paula COSTA; André Carlos Ponce De Leon Ferreira De CARVALHO XII Encontro Nacional de Inteligência Artificial e Computacional (ENIAC)	PS Artificial Intelligence
2015	Trabalho em evento	O uso seletivo de classificadores binários na solução de problemas multirrótulos Adriano RIVOLLI; André Carlos Ponce De Leon Ferreira De CARVALHO XII Encontro Nacional de Inteligência Artificial e Computacional (ENIAC)	PS Artificial Intelligence
2015	Trabalho em evento	Selectively Inhibiting Learning Bias for Active Sampling Santos Davi P DOS; André Carlos Ponce De Leon Ferreira De CARVALHO 2015 Brazilian Conference on Intelligent Systems (BRACIS) DOI 10.1109/BRACIS.2015.17 ISBN 9781509000166	PS Artificial Intelligence
2015	Trabalho em evento	Adapting Noise Filters for Ranking Ana Carolina LORENA; Garcia Luis Paulo FAINA; André Carlos Ponce De Leon Ferreira De CARVALHO 2015 Brazilian Conference on Intelligent Systems (BRACIS) DOI 10.1109/BRACIS.2015.58 ISBN 9781509000166	PS Artificial Intelligence
2015	Trabalho em evento	Challenges in Computational Sustainability: a New Multi-Objective Artificial Immune System Approach to Deal with Biodiversity Conservation Schlottfeldt SHANA; Walter Maria Emilia M T; André Carlos Ponce De Leon Ferreira De CARVALHO; Telles Mariana P C; Diniz Filho José ALEXANDRE Workshop on Evolutionary Multi-Objective Optimization at the IEEE 2015 InternationalCongress on Evolutionary Computation; CEC?2015	PS Computer Science (miscellaneous)
2015	Artigo em periódico	Filter Feature Selection for One-Class Classification Luiz Henrique Nogueira LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO; Ana Carolina LORENA Journal of Intelligent & Robotic Systems DOI 10.1007/s10846-014-0101-2 ISSN 0921-0296	PS Artificial Intelligence
2015	Artigo em periódico	Adaptive Positive Selection for Keystroke Dynamics Paulo H PISANI; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO Journal of Intelligent & Robotic Systems DOI 10.1007/s10846-014-0148-0 ISSN 0921-0296	PS Computer Science (miscellaneous)
2015	Artigo em periódico	Effect of label noise in the complexity of classification problems Luis Paulo GARCIA; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO Neurocomputing (Amsterdam) DOI 10.1016/j.neucom.2014.10.085 ISSN 0925-2312	PS Artificial Intelligence
2015	Artigo em periódico	Multi-objective optimization for plant germplasm collection conservation of genetic resources based on molecular variability Schlottfeldt SHANA; Walter Maria Emília M T; André Carlos Ponce De Leon Ferreira De CARVALHO; Soares Thannya N; Telles Mariana P C et al Tree Genetics & Genomes (Print) DOI 10.1007/s11295-015-0836-3 ISSN 1614-2942	LS Plant Science
2015	Artigo em periódico	Evaluation of Multiclass Novelty Detection Algorithms for Data Streams Elaine FARIA; Isabel J C R GONÇALVES; João GAMA; André Carlos Ponce De Leon Ferreira De CARVALHO IEEE Transactions on Knowledge and Data Engineering (Print) DOI 10.1109/TKDE.2015.2441713 ISSN 1041-4347	PS Computer Science (miscellaneous)
2015	Artigo em periódico	Multi-objective optimization in systematic conservation planning and the representation of genetic variability among populations Schlottfeldt SHANA; Walter Maria Emília M T; André Carlos Ponce De Leon Ferreira De CARVALHO; Soares Thannya N; Telles Mariana P C et al Genetics and Molecular Research DOI 10.4238/2015.june.18.18 ISSN 1676-5680	LS Biochemistry; Genetics and Molecular Biology (miscellaneous)
2015	Artigo em periódico	Using the One-vs-One decomposition to improve the performance of class noise filters via an aggregation strategy in multi-class classification problems Garcia Luis Paulo F; Jose A SÁEZ; Julian LUENGO; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO et al Knowledge-Based Systems DOI 10.1016/j.knosys.2015.09.023 ISSN 0950-7051	PS Artificial Intelligence
2015	Artigo em periódico	An Extensive Evaluation of Decision Tree-Based Hierarchical Multilabel Classification Methods and Performance Measures Cerri RICARDO; Pappa Gisele L; André Carlos Ponce De Leon Ferreira De CARVALHO; Freitas Alex A Computational Intelligence DOI 10.1111/coin.12011 ISSN 0824-7935	PS Artificial Intelligence
2015	Artigo em periódico	A Projection Pursuit framework for supervised dimension reduction of high dimensional small sample datasets Espezua SOLEDAD; Villanueva EDWIN; Maciel Carlos D; André Carlos Ponce De Leon Ferreira De CARVALHO Neurocomputing (Amsterdam) DOI 10.1016/j.neucom.2014.07.057 ISSN 0925-2312	PS Computer Science (miscellaneous)
2014	Livro	Proceedings of the International Joint Conference SOCO'13-CISIS'13-ICEUTE'13 Álvaro HERRERO; Bruno BARUQUE; Fanny KLETT; Ajith ABRAHAM; Vaclav SNASEL et al — DOI 10.1007/978-3-319-01854-6 ISBN 9783319018539	PS Artificial Intelligence
2014	Livro	Proceedins of the Hybrid Artificial Intelligence Systems - 9th International Conference; HAIS 2014 Marios M POLYCARPOU; Jeng Shyang PAN; Michal WOZNIAK; Héctor QUINTIÁN; Emilio CORCHADO et al — DOI 10.1007/978-3-319-07617-1 ISBN 9783319076164	PS Artificial Intelligence
2014	Trabalho em evento	Ensembles de Classificadores para Bases de Dados Desbalanceadas: Uma Abordagem Baseada em Amostragem Evolucionária. Everlândio FERNANDES; André Luis COELHO; André Carlos Ponce De Leon Ferreira De CARVALHO II Symposium on Knowledge Discovery; Mining and Learning (KDMiLe). ISBN 9788587837271	PS Computer Science (miscellaneous)
2014	Trabalho em evento	Multi-objective optimization applied to systematic conservation planning and spatial conservation priorities under climate change Schlottfeldt SHANA; Timmis JON; Walter Maria Emilia M T; André Carlos Ponce De Leon Ferreira De CARVALHO; Diniz Filho Jose Alexandre F et al the 2014 conference companion DOI 10.1145/2598394.2598404 ISBN 9781450328814	PS Computer Science Applications
2014	Trabalho em evento	Evolving relational hierarchical classification rules for predicting gene ontology-based protein functions Cerri RICARDO; Rodrigo C BARROS; Freitas Alex A; André Carlos Ponce De Leon Ferreira De CARVALHO the 2014 conference companion DOI 10.1145/2598394.2611384 ISBN 9781450328814	LS Biochemistry; Genetics and Molecular Biology (miscellaneous)

2015 Trabalho em evento

PS Computer Science (miscellaneous)

Hierarchical classification of Gene Ontology-based protein functions with neural networks

2015 International Joint Conference on Neural Networks (IJCNN)

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

DOI ISBN 9781479919604

2015 Trabalho em evento

PS Computer Science (miscellaneous)

To tune or not to tune: Recommending when to adjust SVM hyper-parameters via meta-learning

2015 International Joint Conference on Neural Networks (IJCNN)

Mantovani Rafael G; Rossi Andre L D; Vanschoren JOAQUIN; Bischl BERND; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9781479919604

2015 Trabalho em evento

PS Artificial Intelligence

Effectiveness of Random Search in SVM hyper-parameter tuning

2015 International Joint Conference on Neural Networks (IJCNN)

Mantovani Rafael G; Rossi Andre L D; Vanschoren JOAQUIN; Bischl BERND; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9781479919604

2015 Trabalho em evento

PS Computer Science (miscellaneous)

Meta-learning Recommendation of Default Hyper-parameter Values for SVMs in Classification Tasks

MetaSel 2015: Meta-Learning and Algorithm Selection

Rafael MANTOVANI; André ROSSI; Joaquin VANSCHOREN; André Carlos Ponce De Leon Ferreira De CARVALHO

ISBN 16130073

2015 Trabalho em evento

HS Medicine (miscellaneous)

Transmission of Wireless Neural Signals through a 0.18um CMOS Low-Power Amplifier

37th Annual International Conference of the IEEE Engineering in Medicine and Biology Societ; 2015

Mário GAZZIRO; Dilvan MOREIRA; J F Rodrigues JR; André Carlos Ponce De Leon Ferreira De CARVALHO; S E SADDOW

ISBN 9781424492701

2015 Trabalho em evento

LS Biochemistry; Genetics and Molecular Biology (miscellaneous)

Using Multi-Objective Artificial Immune Systems to Find Core Collections Based on Molecular Markers

the 2015

Schlottfeldt SHANA; Walter Maria Emilia M T; Timmis JON; André Carlos Ponce De Leon Ferreira De CARVALHO; Telles Mariana P C et al

DOI ISBN 9781450334723

2015 Trabalho em evento

PS Artificial Intelligence

Tratando dados desbalanceados em classificação hierárquica

XII Encontro Nacional de Inteligência Artificial e Computacional (ENIAC)

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

2015 Trabalho em evento

PS Artificial Intelligence

O uso seletivo de classificadores binários na solução de problemas multirrótulos

XII Encontro Nacional de Inteligência Artificial e Computacional (ENIAC)

Adriano RIVOLLI; André Carlos Ponce De Leon Ferreira De CARVALHO

2015 Trabalho em evento

PS Artificial Intelligence

Selectively Inhibiting Learning Bias for Active Sampling

2015 Brazilian Conference on Intelligent Systems (BRACIS)

Santos Davi P DOS; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9781509000166

2015 Trabalho em evento

PS Artificial Intelligence

Adapting Noise Filters for Ranking

2015 Brazilian Conference on Intelligent Systems (BRACIS)

Ana Carolina LORENA; Garcia Luis Paulo FAINA; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9781509000166

2015 Trabalho em evento

PS Computer Science (miscellaneous)

Challenges in Computational Sustainability: a New Multi-Objective Artificial Immune System Approach to Deal with Biodiversity Conservation

Workshop on Evolutionary Multi-Objective Optimization at the IEEE 2015 InternationalCongress on Evolutionary Computation; CEC?2015

Schlottfeldt SHANA; Walter Maria Emilia M T; André Carlos Ponce De Leon Ferreira De CARVALHO; Telles Mariana P C; Diniz Filho José ALEXANDRE

2015 Artigo em periódico

PS Artificial Intelligence

Filter Feature Selection for One-Class Classification

Journal of Intelligent & Robotic Systems

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

DOI ISSN 0921-0296

2015 Artigo em periódico

PS Computer Science (miscellaneous)

Adaptive Positive Selection for Keystroke Dynamics

Journal of Intelligent & Robotic Systems

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

DOI ISSN 0921-0296

2015 Artigo em periódico

PS Artificial Intelligence

Effect of label noise in the complexity of classification problems

Neurocomputing (Amsterdam)

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

DOI ISSN 0925-2312

2015 Artigo em periódico

LS Plant Science

Multi-objective optimization for plant germplasm collection conservation of genetic resources based on molecular variability

Tree Genetics & Genomes (Print)

Schlottfeldt SHANA; Walter Maria Emília M T; André Carlos Ponce De Leon Ferreira De CARVALHO; Soares Thannya N; Telles Mariana P C et al

DOI ISSN 1614-2942

2015 Artigo em periódico

PS Computer Science (miscellaneous)

Evaluation of Multiclass Novelty Detection Algorithms for Data Streams

IEEE Transactions on Knowledge and Data Engineering (Print)

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

DOI ISSN 1041-4347

2015 Artigo em periódico

LS Biochemistry; Genetics and Molecular Biology (miscellaneous)

Multi-objective optimization in systematic conservation planning and the representation of genetic variability among populations

Genetics and Molecular Research

Schlottfeldt SHANA; Walter Maria Emília M T; André Carlos Ponce De Leon Ferreira De CARVALHO; Soares Thannya N; Telles Mariana P C et al

DOI ISSN 1676-5680

2015 Artigo em periódico

PS Artificial Intelligence

Using the One-vs-One decomposition to improve the performance of class noise filters via an aggregation strategy in multi-class classification problems

Knowledge-Based Systems

Garcia Luis Paulo F; Jose A SÁEZ; Julian LUENGO; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO et al

DOI ISSN 0950-7051

2015 Artigo em periódico

PS Artificial Intelligence

An Extensive Evaluation of Decision Tree-Based Hierarchical Multilabel Classification Methods and Performance Measures

Computational Intelligence

Cerri RICARDO; Pappa Gisele L; André Carlos Ponce De Leon Ferreira De CARVALHO; Freitas Alex A

DOI ISSN 0824-7935

2015 Artigo em periódico

PS Computer Science (miscellaneous)

A Projection Pursuit framework for supervised dimension reduction of high dimensional small sample datasets

Neurocomputing (Amsterdam)

Espezua SOLEDAD; Villanueva EDWIN; Maciel Carlos D; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 0925-2312

2014 Livro

PS Artificial Intelligence

Proceedings of the International Joint Conference SOCO'13-CISIS'13-ICEUTE'13

—

Álvaro HERRERO; Bruno BARUQUE; Fanny KLETT; Ajith ABRAHAM; Vaclav SNASEL et al

DOI ISBN 9783319018539

2014 Livro

PS Artificial Intelligence

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

—

Marios M POLYCARPOU; Jeng Shyang PAN; Michal WOZNIAK; Héctor QUINTIÁN; Emilio CORCHADO et al

DOI ISBN 9783319076164

2014 Trabalho em evento

PS Computer Science (miscellaneous)

Ensembles de Classificadores para Bases de Dados Desbalanceadas: Uma Abordagem Baseada em Amostragem Evolucionária.

II Symposium on Knowledge Discovery; Mining and Learning (KDMiLe).

Everlândio FERNANDES; André Luis COELHO; André Carlos Ponce De Leon Ferreira De CARVALHO

ISBN 9788587837271

2014 Trabalho em evento

PS Computer Science Applications

Multi-objective optimization applied to systematic conservation planning and spatial conservation priorities under climate change

the 2014 conference companion

Schlottfeldt SHANA; Timmis JON; Walter Maria Emilia M T; André Carlos Ponce De Leon Ferreira De CARVALHO; Diniz Filho Jose Alexandre F et al

DOI ISBN 9781450328814

2014 Trabalho em evento

LS Biochemistry; Genetics and Molecular Biology (miscellaneous)

Evolving relational hierarchical classification rules for predicting gene ontology-based protein functions

the 2014 conference companion

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

DOI ISBN 9781450328814