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
2017	Artigo em periódico	Aprendizado de máquina: breve introdução e aplicações Ricardo CERRI; André Carlos Ponce De Leon Ferreira De CARVALHO CADERNOS DE CIÊNCIA & TECNOLOGIA ISSN 0104-1096	SH Education
2016	Capítulo de livro	Selecting Collaborative Filtering Algorithms Using Metalearning Cunha TIAGO; Soares CARLOS; André Carlos Ponce De Leon Ferreira De CARVALHO Lecture Notes in Computer Science DOI 10.1007/978-3-319-46227-1_25 ISBN 9783319462264	PS Computer Science (miscellaneous)
2016	Livro	Introdução à Computação - Hardware; Software e Dados André Carlos Ponce De Leon Ferreira De CARVALHO; A Carolina LORENA — ISBN 9788521633150	PS Computer Science (miscellaneous)
2016	Trabalho em evento	Fast adaptive stacking of ensembles Frías Blanco ISVANI; Verdecia Cabrera ALBERTO; Ortiz Díaz AGUSTÍN; André Carlos Ponce De Leon Ferreira De CARVALHO the 31st Annual ACM Symposium DOI 10.1145/2851613.2851655 ISBN 9781450337397	PS Artificial Intelligence
2016	Trabalho em evento	Hyper-Parameter Tuning of a Decision Tree Induction Algorithm Mantovani Rafael G; Horvath TOMAS; Cerri RICARDO; Vanschoren JOAQUIN; André Carlos Ponce De Leon Ferreira De CARVALHO 2016 5th Brazilian Conference on Intelligent Systems (BRACIS) DOI 10.1109/BRACIS.2016.018 ISBN 9781509035663	PS Artificial Intelligence
2016	Trabalho em evento	Automatic Selection of Learning Bias for Active Sampling Santos Davi P DOS; André Carlos Ponce De Leon Ferreira De CARVALHO 2016 5th Brazilian Conference on Intelligent Systems (BRACIS) DOI 10.1109/BRACIS.2016.021 ISBN 9781509035663	PS Artificial Intelligence
2016	Trabalho em evento	DualRadviz: Preserving Context between Classification Evaluation and Data Exploration with RadViz Correa Igor BUENO; André Carlos Ponce De Leon Ferreira De CARVALHO 2016 5th Brazilian Conference on Intelligent Systems (BRACIS) DOI 10.1109/BRACIS.2016.052 ISBN 9781509035663	PS Artificial Intelligence
2016	Trabalho em evento	Improving the Predictive Performance of Online Decision Trees Isvani Frías BLANCO; Alberto Verdecia CABRERA; André Carlos Ponce De Leon Ferreira De CARVALHO XIII Encontro Nacional de Inteligência Artificial e Computacional (ENIAC 2016)	PS Artificial Intelligence
2016	Trabalho em evento	The Use of Autonomous UAVs to Improve Pesticide Application in Crop Fields Faical Bruno S; Ueyama JO; André Carlos Ponce De Leon Ferreira De CARVALHO 2016 17th IEEE International Conference on Mobile Data Management (MDM) DOI 10.1109/mdm.2016.96 ISBN 9781509008834	PS Computer Science Applications
2016	Artigo em periódico	Noise detection in the meta-learning level Luis Paulo GARCIA; André Carlos Ponce De Leon Ferreira De CARVALHO; A Carolina LORENA Neurocomputing (Amsterdam) DOI 10.1016/j.neucom.2014.12.100 ISSN 0925-2312	PS Computer Science (miscellaneous)
2016	Artigo em periódico	MINAS: multiclass learning algorithm for novelty detection in data streams Elaine FARIA; André Carlos Ponce De Leon Ferreira De CARVALHO; João GAMA Data Mining and Knowledge Discovery DOI 10.1007/s10618-015-0433-y ISSN 1384-5810	PS Computer Science (miscellaneous)
2016	Artigo em periódico	Endowing a Content-Based Medical Image Retrieval System with Perceptual Similarity Using Ensemble Strategy Bedo Marcos Vinicius NAVES; Pereira Dos Santos DAVI; Ponciano Silva MARCELO; De Azevedo Marques Paulo MAZZONCINI; André Carlos Ponce De Leon Ferreira De CARVALHO et al Journal of Digital Imaging DOI 10.1007/s10278-015-9809-1 ISSN 0897-1889	PS Computer Science (miscellaneous)
2016	Artigo em periódico	Novelty detection in data streams Elaine FARIA; Isabel J C R GONÇALVES; André Carlos Ponce De Leon Ferreira De CARVALHO; João GAMA Artificial Intelligence Review DOI 10.1007/s10462-015-9444-8 ISSN 0269-2821	PS Artificial Intelligence
2016	Artigo em periódico	Fine-Tuning of UAV Control Rules for Spraying Pesticides on Crop Fields: An Approach for Dynamic Environments Faical Bruno S; Pessin GUSTAVO; Filho Geraldo P R; André Carlos Ponce De Leon Ferreira De CARVALHO; Pedro GOMES et al International Journal on Artificial Intelligence Tools DOI 10.1142/s0218213016600034 ISSN 0218-2130	PS Artificial Intelligence
2016	Artigo em periódico	Enhanced template update: Application to keystroke dynamics Paulo H PISANI; Romain GIOT; A Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO Computers & Security DOI 10.1016/j.cose.2016.04.004 ISSN 0167-4048	PS Computer Science (miscellaneous)
2016	Artigo em periódico	Automatic learning of pre-miRNAs from different species Ivani De Oliveira Negrão LOPES; Alexander SCHLIEP; André Carlos Ponce De Leon Ferreira De CARVALHO BMC Bioinformatics DOI 10.1186/s12859-016-1036-3 ISSN 1471-2105	LS Biochemistry; Genetics and Molecular Biology (miscellaneous)
2016	Artigo em periódico	Online Adaptive Decision Trees Based on Concentration Inequalities Isvani Frías BLANCO; André Carlos Ponce De Leon Ferreira De CARVALHO; Gonzalo RAMOS; José Del Campo ÁVILA; Rafael MORALES Knowledge-Based Systems DOI 10.1016/j.knosys.2016.04.019 ISSN 0950-7051	PS Artificial Intelligence
2016	Artigo em periódico	Meta-learning to Select the Best Meta-heuristic for the Traveling Salesman Problem: a Comparison of Meta-features Jorge KANDA; André Carlos Ponce De Leon Ferreira De CARVALHO; Eduardo HRUSCHKA; Carlos M SOARES; Pavel BRAZDIL Neurocomputing (Amsterdam) DOI 10.1016/j.neucom.2016.04.027 ISSN 0925-2312	PS General Computer Science
2016	Artigo em periódico	Ensembles of label noise filters: a ranking approach Luis Paulo GARCIA; A Carolina LORENA; Stan MATWIN; André Carlos Ponce De Leon Ferreira De CARVALHO DATA MINING AND KNOWLEDGE DISCOVERY DOI 10.1007/s10618-016-0475-9 ISSN 1384-5810	PS Artificial Intelligence
2016	Artigo em periódico	Reduction strategies for hierarchical multi-label classification in protein function prediction Ricardo CERRI; André Carlos Ponce De Leon Ferreira De CARVALHO; Rodrigo BARROS; Yaochu JIN BMC Bioinformatics DOI 10.1186/s12859-016-1232-1 ISSN 1471-2105	PS Artificial Intelligence
2015	Capítulo de livro	A Multi-objective Optimization Approach Associated to Climate Change Analysis to Improve Systematic Conservation Planning Schlottfeldt SHANA; Timmis JON; Walter Maria EMILIA; André Carlos Ponce De Leon Ferreira De CARVALHO; Simon LORENA et al Lecture Notes in Computer Science DOI 10.1007/978-3-319-15892-1_31 ISBN 9783319158914	PS Computer Science (miscellaneous)
2015	Livro	Automatic Design of Decision-Tree Induction Algorithms Rodrigo BARROS; Alex FREITAS; André Carlos Ponce De Leon Ferreira De CARVALHO — DOI 10.1007/978-3-319-14231-9 ISBN 9783319142302	PS Artificial Intelligence
2015	Livro	Extração de Conhecimento de Dados - Data Mining (2a edição) João GAMA; André Carlos Ponce De Leon Ferreira De CARVALHO; Katti FACELI; Márcia OLIVEIRA; Ana Carolina LORENA — ISBN 9789726188117	PS Artificial Intelligence
2015	Trabalho em evento	An evolutionary sampling approach for classification with imbalanced data Fernandes Everlandio R Q; André Carlos Ponce De Leon Ferreira De CARVALHO; Coelho Andre L V 2015 International Joint Conference on Neural Networks (IJCNN) DOI 10.1109/ijcnn.2015.7280760 ISBN 9781479919604	PS Artificial Intelligence
2015	Trabalho em evento	Ensemble of Adaptive Algorithms for Keystroke Dynamics Pisani Paulo HENRIQUE; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO 2015 Brazilian Conference on Intelligent Systems (BRACIS) DOI 10.1109/BRACIS.2015.29 ISBN 9781509000166	PS Computer Science (miscellaneous)

2017 Artigo em periódico

SH Education

Aprendizado de máquina: breve introdução e aplicações

CADERNOS DE CIÊNCIA & TECNOLOGIA

Ricardo CERRI; André Carlos Ponce De Leon Ferreira De CARVALHO

ISSN 0104-1096

2016 Capítulo de livro

PS Computer Science (miscellaneous)

Selecting Collaborative Filtering Algorithms Using Metalearning

Lecture Notes in Computer Science

Cunha TIAGO; Soares CARLOS; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9783319462264

2016 Livro

PS Computer Science (miscellaneous)

Introdução à Computação - Hardware; Software e Dados

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

ISBN 9788521633150

2016 Trabalho em evento

PS Artificial Intelligence

Fast adaptive stacking of ensembles

the 31st Annual ACM Symposium

Frías Blanco ISVANI; Verdecia Cabrera ALBERTO; Ortiz Díaz AGUSTÍN; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9781450337397

2016 Trabalho em evento

PS Artificial Intelligence

Hyper-Parameter Tuning of a Decision Tree Induction Algorithm

2016 5th Brazilian Conference on Intelligent Systems (BRACIS)

Mantovani Rafael G; Horvath TOMAS; Cerri RICARDO; Vanschoren JOAQUIN; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9781509035663

2016 Trabalho em evento

PS Artificial Intelligence

Automatic Selection of Learning Bias for Active Sampling

2016 5th Brazilian Conference on Intelligent Systems (BRACIS)

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

DOI ISBN 9781509035663

2016 Trabalho em evento

PS Artificial Intelligence

DualRadviz: Preserving Context between Classification Evaluation and Data Exploration with RadViz

2016 5th Brazilian Conference on Intelligent Systems (BRACIS)

Correa Igor BUENO; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9781509035663

2016 Trabalho em evento

PS Artificial Intelligence

Improving the Predictive Performance of Online Decision Trees

XIII Encontro Nacional de Inteligência Artificial e Computacional (ENIAC 2016)

Isvani Frías BLANCO; Alberto Verdecia CABRERA; André Carlos Ponce De Leon Ferreira De CARVALHO

2016 Trabalho em evento

PS Computer Science Applications

The Use of Autonomous UAVs to Improve Pesticide Application in Crop Fields

2016 17th IEEE International Conference on Mobile Data Management (MDM)

Faical Bruno S; Ueyama JO; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9781509008834

2016 Artigo em periódico

PS Computer Science (miscellaneous)

Noise detection in the meta-learning level

Neurocomputing (Amsterdam)

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

DOI ISSN 0925-2312

2016 Artigo em periódico

PS Computer Science (miscellaneous)

MINAS: multiclass learning algorithm for novelty detection in data streams

Data Mining and Knowledge Discovery

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

DOI ISSN 1384-5810

2016 Artigo em periódico

PS Computer Science (miscellaneous)

Endowing a Content-Based Medical Image Retrieval System with Perceptual Similarity Using Ensemble Strategy

Journal of Digital Imaging

Bedo Marcos Vinicius NAVES; Pereira Dos Santos DAVI; Ponciano Silva MARCELO; De Azevedo Marques Paulo MAZZONCINI; André Carlos Ponce De Leon Ferreira De CARVALHO et al

DOI ISSN 0897-1889

2016 Artigo em periódico

PS Artificial Intelligence

Novelty detection in data streams

Artificial Intelligence Review

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

DOI ISSN 0269-2821

2016 Artigo em periódico

PS Artificial Intelligence

Fine-Tuning of UAV Control Rules for Spraying Pesticides on Crop Fields: An Approach for Dynamic Environments

International Journal on Artificial Intelligence Tools

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

DOI ISSN 0218-2130

2016 Artigo em periódico

PS Computer Science (miscellaneous)

Enhanced template update: Application to keystroke dynamics

Computers & Security

Paulo H PISANI; Romain GIOT; A Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 0167-4048

2016 Artigo em periódico

LS Biochemistry; Genetics and Molecular Biology (miscellaneous)

Automatic learning of pre-miRNAs from different species

BMC Bioinformatics

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

DOI ISSN 1471-2105

2016 Artigo em periódico

PS Artificial Intelligence

Online Adaptive Decision Trees Based on Concentration Inequalities

Knowledge-Based Systems

Isvani Frías BLANCO; André Carlos Ponce De Leon Ferreira De CARVALHO; Gonzalo RAMOS; José Del Campo ÁVILA; Rafael MORALES

DOI ISSN 0950-7051

2016 Artigo em periódico

PS General Computer Science

Meta-learning to Select the Best Meta-heuristic for the Traveling Salesman Problem: a Comparison of Meta-features

Neurocomputing (Amsterdam)

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

DOI ISSN 0925-2312

2016 Artigo em periódico

PS Artificial Intelligence

Ensembles of label noise filters: a ranking approach

DATA MINING AND KNOWLEDGE DISCOVERY

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

DOI ISSN 1384-5810

2016 Artigo em periódico

PS Artificial Intelligence

Reduction strategies for hierarchical multi-label classification in protein function prediction

BMC Bioinformatics

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

DOI ISSN 1471-2105

2015 Capítulo de livro

PS Computer Science (miscellaneous)

A Multi-objective Optimization Approach Associated to Climate Change Analysis to Improve Systematic Conservation Planning

Lecture Notes in Computer Science

Schlottfeldt SHANA; Timmis JON; Walter Maria EMILIA; André Carlos Ponce De Leon Ferreira De CARVALHO; Simon LORENA et al

DOI ISBN 9783319158914

2015 Livro

PS Artificial Intelligence

Automatic Design of Decision-Tree Induction Algorithms

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

DOI ISBN 9783319142302

2015 Livro

PS Artificial Intelligence

Extração de Conhecimento de Dados - Data Mining (2a edição)

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

ISBN 9789726188117

2015 Trabalho em evento

PS Artificial Intelligence

An evolutionary sampling approach for classification with imbalanced data

2015 International Joint Conference on Neural Networks (IJCNN)

Fernandes Everlandio R Q; André Carlos Ponce De Leon Ferreira De CARVALHO; Coelho Andre L V

DOI ISBN 9781479919604

2015 Trabalho em evento

PS Computer Science (miscellaneous)

Ensemble of Adaptive Algorithms for Keystroke Dynamics

2015 Brazilian Conference on Intelligent Systems (BRACIS)

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

DOI ISBN 9781509000166