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
2018	Artigo em periódico	An online adaptive classifier ensemble for mining non-stationary data streams Alberto Verdecia CABRERA; Isvani Frías BLANCO; André Carlos Ponce De Leon Ferreira De CARVALHO Intelligent Data Analysis DOI 10.3233/IDA-173522 ISSN 1088-467X	PS Computer Science (miscellaneous)
2018	Artigo em periódico	Metalearning and Recommender Systems: A literature review and empirical study on the algorithm selection problem for Collaborative Filtering Cunha TIAGO; Carlos M SOARES; André Carlos Ponce De Leon Ferreira De CARVALHO INFORMATION SCIENCES DOI 10.1016/j.ins.2017.09.050 ISSN 0020-0255	PS Computer Science (miscellaneous)
2018	Artigo em periódico	Enhancing multilabel classification for food truck recommendation Rivolli ADRIANO; Carlos M SOARES; André Carlos Ponce De Leon Ferreira De CARVALHO EXPERT SYSTEMS DOI 10.1111/exsy.12304 ISSN 0266-4720	PS Computer Science (miscellaneous)
2018	Artigo em periódico	Adaptive Biometric Systems using Ensembles Pisani Paulo HENRIQUE; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO IEEE INTELLIGENT SYSTEMS DOI 10.1109/mis.2018.111144956 ISSN 1541-1672	PS Computer Science (miscellaneous)
2018	Artigo em periódico	Predicting glass transition temperatures using neural networks Daniel R CASSAR; Edgar ZANOTTO; André Carlos Ponce De Leon Ferreira De CARVALHO ACTA MATERIALIA DOI 10.1016/j.actamat.2018.08.022 ISSN 1359-6454	PS Materials Science (miscellaneous)
2018	Artigo em periódico	Strict Very Fast Decision Tree: a memory conservative algorithm for data stream mining Victor G T Da COSTA; André Carlos Ponce De Leon Ferreira De CARVALHO; Sylvio Barbon JR PATTERN RECOGNITION LETTERS DOI 10.1016/j.patrec.2018.09.004 ISSN 0167-8655	PS Computer Science (miscellaneous)
2018	Artigo em periódico	Machine learning meets genome assembly Padovani De Souza KLEBER; Setubal João CARLOS; André Carlos Ponce De Leon Ferreira De CARVALHO; Oliveira GUILHERME; Chateau ANNIE et al Briefings in Bioinformatics DOI 10.1093/bib/bby072 ISSN 1477-4054	LS Biochemistry; Genetics and Molecular Biology (miscellaneous)
2017	Capítulo de livro	Effects of Random Sampling on SVM Hyper-parameter Tuning Horváth TOMÁ; Mantovani Rafael G; André Carlos Ponce De Leon Ferreira De CARVALHO Advances in Intelligent Systems and Computing DOI 10.1007/978-3-319-53480-0_27 ISBN 9783319534794	PS Artificial Intelligence
2017	Capítulo de livro	Food Truck Recommendation Using Multi-label Classification Rivolli ADRIANO; Parker Larissa C; André Carlos Ponce De Leon Ferreira De CARVALHO Lecture Notes in Computer Science DOI 10.1007/978-3-319-65340-2_48 ISBN 9783319653396	PS Computer Science (miscellaneous)
2017	Capítulo de livro	Recommending Collaborative Filtering Algorithms Using Subsampling Landmarkers Cunha TIAGO; Soares CARLOS; André Carlos Ponce De Leon Ferreira De CARVALHO Lecture Notes in Computer Science DOI 10.1007/978-3-319-67786-6_14 ISBN 9783319677859	PS Computer Science (miscellaneous)
2017	Capítulo de livro	Máquinas que aprendem: o que nos ensinam? Isvani Frías BLANCO; André Carlos Ponce De Leon Ferreira De CARVALHO Ciência para Educação: uma Ponte entre Dois Mundos ISBN 9788538807841	SH Education
2017	Trabalho em evento	Metalearning for Context-aware Filtering Cunha TIAGO; Soares CARLOS; André Carlos Ponce De Leon Ferreira De CARVALHO the Eleventh ACM Conference DOI 10.1145/3109859.3109899 ISBN 9781450346528	PS Artificial Intelligence
2017	Trabalho em evento	Anomaly Detection Through Temporal Abstractions on Intensive Care Data: Position Paper Gelatti Giovana JASKULSKI; André Carlos Ponce De Leon Ferreira De CARVALHO; Rodrigues Pedro PEREIRA 2017 IEEE 30th International Symposium on ComputerBased Medical Systems (CBMS) DOI 10.1109/cbms.2017.146 ISBN 9781538617106	HS Health Informatics
2017	Trabalho em evento	A Machine Learning-Based Approach for Prediction of Plant Protection Product Deposition Junior Carlos R G; Gomes Pedro H; Mano Leandro Y; De Oliveira Rone B; André Carlos Ponce De Leon Ferreira De CARVALHO et al 2017 Brazilian Conference on Intelligent Systems (BRACIS) DOI 10.1109/bracis.2017.26 ISBN 9781538624074	LS Agricultural and Biological Sciences (miscellaneous)
2017	Trabalho em evento	A Comparison of Hierarchical Biclustering Ensemble Methods Padilha Victor ALEXANDRE; André Carlos Ponce De Leon Ferreira De CARVALHO 2017 Brazilian Conference on Intelligent Systems (BRACIS) DOI 10.1109/bracis.2017.38 ISBN 9781538624074	PS Artificial Intelligence
2017	Trabalho em evento	Using a multi-objective artificial immune system approach for biodiversity conservation Schlottfeldt SHANA; Walter Maria EMILIA; André Carlos Ponce De Leon Ferreira De CARVALHO; Telles Mariana P C; Diniz Filho Jose Alexandre F 2017 13th International Conference on Natural Computation; Fuzzy Systems and Knowledge Discovery (ICNCFSKD) DOI 10.1109/FSKD.2017.8392911 ISBN 9781538621653	PS Artificial Intelligence
2017	Trabalho em evento	Detectar anomalias a fim de facilitar o diagnóstico médico por meio de agrupamento de dados e abstrações temporais Gelatti Giovana JASKULSKI; André Carlos Ponce De Leon Ferreira De CARVALHO; Rodrigues Pedro PEREIRA XXIV Jornadas de Classificação e Análise de Dados (JOCLAD 2017)	PS Computer Science (miscellaneous)
2017	Artigo em periódico	Adaptive algorithms applied to accelerometer biometrics in a data stream context Paulo H PISANI; A Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO Intelligent Data Analysis (Print) DOI 10.3233/ida-150403 ISSN 1088-467X	PS Computer Science (miscellaneous)
2017	Artigo em periódico	Evolutionary computing in recommender systems: a review of recent research Horváth TOMÁ; André Carlos Ponce De Leon Ferreira De CARVALHO Natural Computing DOI 10.1007/s11047-016-9540-y ISSN 1567-7818	PS Computer Science (miscellaneous)
2017	Artigo em periódico	A guidance of data stream characterization for meta-learning André ROSSI; André Carlos Ponce De Leon Ferreira De CARVALHO; Carlos M SOARES; Bruno Feres De SOUZA Intelligent Data Analysis DOI 10.3233/IDA-160083 ISSN 1088-467X	PS Computer Science (miscellaneous)
2017	Artigo em periódico	Intelligent-guided adaptive search for the maximum covering location problem Máximo Vinícius R; Nascimento Mariá C V; André Carlos Ponce De Leon Ferreira De CARVALHO Computers & Operations Research DOI 10.1016/j.cor.2016.08.018 ISSN 0305-0548	PS Computer Science Applications
2017	Artigo em periódico	The NoiseFiltersR Package: Label Noise Preprocessing in R Pablo Morales ALVAREZ; Julian LUENGO; Luis Paulo Faina GARCIA; A Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO et al R Journal DOI 10.32614/RJ-2017-027 ISSN 2073-4859	PS Electrical and Electronic Engineering
2017	Artigo em periódico	An adaptive approach for UAV-based pesticide spraying in dynamic environments Bruno FAIÇAL; Heitor LOPES; Pedro GOMES; Leandro MANO; Gustavo PESSIN et al COMPUTERS AND ELECTRONICS IN AGRICULTURE DOI 10.1016/j.compag.2017.04.011 ISSN 0168-1699	PS Artificial Intelligence
2017	Artigo em periódico	Deep Learning for Biological Image Classification Carlos Oliveira AFFONSO; André ROSSI; Fábio Henrique Antunes VIEIRA; André Carlos Ponce De Leon Ferreira De CARVALHO EXPERT SYSTEMS WITH APPLICATIONS DOI 10.1016/j.eswa.2017.05.039 ISSN 0957-4174	PS Artificial Intelligence
2017	Artigo em periódico	Score normalization applied to adaptive biometric systems Paulo H PISANI; Norman POH; André Carlos Ponce De Leon Ferreira De CARVALHO; Ana Carolina LORENA COMPUTERS & SECURITY DOI 10.1016/j.cose.2017.07.014 ISSN 0167-4048	PS Computer Science (miscellaneous)

2018 Artigo em periódico

PS Computer Science (miscellaneous)

An online adaptive classifier ensemble for mining non-stationary data streams

Intelligent Data Analysis

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

DOI ISSN 1088-467X

2018 Artigo em periódico

PS Computer Science (miscellaneous)

Metalearning and Recommender Systems: A literature review and empirical study on the algorithm selection problem for Collaborative Filtering

INFORMATION SCIENCES

Cunha TIAGO; Carlos M SOARES; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 0020-0255

2018 Artigo em periódico

PS Computer Science (miscellaneous)

Enhancing multilabel classification for food truck recommendation

EXPERT SYSTEMS

Rivolli ADRIANO; Carlos M SOARES; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 0266-4720

2018 Artigo em periódico

PS Computer Science (miscellaneous)

Adaptive Biometric Systems using Ensembles

IEEE INTELLIGENT SYSTEMS

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

DOI ISSN 1541-1672

2018 Artigo em periódico

PS Materials Science (miscellaneous)

Predicting glass transition temperatures using neural networks

ACTA MATERIALIA

Daniel R CASSAR; Edgar ZANOTTO; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 1359-6454

2018 Artigo em periódico

PS Computer Science (miscellaneous)

Strict Very Fast Decision Tree: a memory conservative algorithm for data stream mining

PATTERN RECOGNITION LETTERS

Victor G T Da COSTA; André Carlos Ponce De Leon Ferreira De CARVALHO; Sylvio Barbon JR

DOI ISSN 0167-8655

2018 Artigo em periódico

LS Biochemistry; Genetics and Molecular Biology (miscellaneous)

Machine learning meets genome assembly

Briefings in Bioinformatics

Padovani De Souza KLEBER; Setubal João CARLOS; André Carlos Ponce De Leon Ferreira De CARVALHO; Oliveira GUILHERME; Chateau ANNIE et al

DOI ISSN 1477-4054

2017 Capítulo de livro

PS Artificial Intelligence

Effects of Random Sampling on SVM Hyper-parameter Tuning

Advances in Intelligent Systems and Computing

Horváth TOMÁ; Mantovani Rafael G; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9783319534794

2017 Capítulo de livro

PS Computer Science (miscellaneous)

Food Truck Recommendation Using Multi-label Classification

Lecture Notes in Computer Science

Rivolli ADRIANO; Parker Larissa C; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9783319653396

2017 Capítulo de livro

PS Computer Science (miscellaneous)

Recommending Collaborative Filtering Algorithms Using Subsampling Landmarkers

Lecture Notes in Computer Science

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

DOI ISBN 9783319677859

2017 Capítulo de livro

SH Education

Máquinas que aprendem: o que nos ensinam?

Ciência para Educação: uma Ponte entre Dois Mundos

Isvani Frías BLANCO; André Carlos Ponce De Leon Ferreira De CARVALHO

ISBN 9788538807841

2017 Trabalho em evento

PS Artificial Intelligence

Metalearning for Context-aware Filtering

the Eleventh ACM Conference

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

DOI ISBN 9781450346528

2017 Trabalho em evento

HS Health Informatics

Anomaly Detection Through Temporal Abstractions on Intensive Care Data: Position Paper

2017 IEEE 30th International Symposium on ComputerBased Medical Systems (CBMS)

Gelatti Giovana JASKULSKI; André Carlos Ponce De Leon Ferreira De CARVALHO; Rodrigues Pedro PEREIRA

DOI ISBN 9781538617106

2017 Trabalho em evento

LS Agricultural and Biological Sciences (miscellaneous)

A Machine Learning-Based Approach for Prediction of Plant Protection Product Deposition

2017 Brazilian Conference on Intelligent Systems (BRACIS)

Junior Carlos R G; Gomes Pedro H; Mano Leandro Y; De Oliveira Rone B; André Carlos Ponce De Leon Ferreira De CARVALHO et al

DOI ISBN 9781538624074

2017 Trabalho em evento

PS Artificial Intelligence

A Comparison of Hierarchical Biclustering Ensemble Methods

2017 Brazilian Conference on Intelligent Systems (BRACIS)

Padilha Victor ALEXANDRE; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9781538624074

2017 Trabalho em evento

PS Artificial Intelligence

Using a multi-objective artificial immune system approach for biodiversity conservation

2017 13th International Conference on Natural Computation; Fuzzy Systems and Knowledge Discovery (ICNCFSKD)

Schlottfeldt SHANA; Walter Maria EMILIA; André Carlos Ponce De Leon Ferreira De CARVALHO; Telles Mariana P C; Diniz Filho Jose Alexandre F

DOI ISBN 9781538621653

2017 Trabalho em evento

PS Computer Science (miscellaneous)

Detectar anomalias a fim de facilitar o diagnóstico médico por meio de agrupamento de dados e abstrações temporais

XXIV Jornadas de Classificação e Análise de Dados (JOCLAD 2017)

Gelatti Giovana JASKULSKI; André Carlos Ponce De Leon Ferreira De CARVALHO; Rodrigues Pedro PEREIRA

2017 Artigo em periódico

PS Computer Science (miscellaneous)

Adaptive algorithms applied to accelerometer biometrics in a data stream context

Intelligent Data Analysis (Print)

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

DOI ISSN 1088-467X

2017 Artigo em periódico

PS Computer Science (miscellaneous)

Evolutionary computing in recommender systems: a review of recent research

Natural Computing

Horváth TOMÁ; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 1567-7818

2017 Artigo em periódico

PS Computer Science (miscellaneous)

A guidance of data stream characterization for meta-learning

Intelligent Data Analysis

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

DOI ISSN 1088-467X

2017 Artigo em periódico

PS Computer Science Applications

Intelligent-guided adaptive search for the maximum covering location problem

Computers & Operations Research

Máximo Vinícius R; Nascimento Mariá C V; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 0305-0548

2017 Artigo em periódico

PS Electrical and Electronic Engineering

The NoiseFiltersR Package: Label Noise Preprocessing in R

R Journal

Pablo Morales ALVAREZ; Julian LUENGO; Luis Paulo Faina GARCIA; A Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO et al

DOI ISSN 2073-4859

2017 Artigo em periódico

PS Artificial Intelligence

An adaptive approach for UAV-based pesticide spraying in dynamic environments

COMPUTERS AND ELECTRONICS IN AGRICULTURE

Bruno FAIÇAL; Heitor LOPES; Pedro GOMES; Leandro MANO; Gustavo PESSIN et al

DOI ISSN 0168-1699

2017 Artigo em periódico

PS Artificial Intelligence

Deep Learning for Biological Image Classification

EXPERT SYSTEMS WITH APPLICATIONS

Carlos Oliveira AFFONSO; André ROSSI; Fábio Henrique Antunes VIEIRA; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 0957-4174

2017 Artigo em periódico

PS Computer Science (miscellaneous)

Score normalization applied to adaptive biometric systems

COMPUTERS & SECURITY

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

DOI ISSN 0167-4048