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
2019	Artigo em periódico	Inducing Hierarchical Multi-label Classification rules with Genetic Algorithms Ricardo CERRI; Rodrigo Coelho BARROS; Márcio P BASGALUPP; André Carlos Ponce De Leon Ferreira De CARVALHO APPLIED SOFT COMPUTING DOI 10.1016/j.asoc.2019.01.017 ISSN 1568-4946	PS Artificial Intelligence
2019	Artigo em periódico	Evolutionary inversion of class distribution in overlapping areas for multi-class imbalanced learning Everlândio FERNANDES; André Carlos Ponce De Leon Ferreira De CARVALHO INFORMATION SCIENCES DOI 10.1016/j.ins.2019.04.052 ISSN 0020-0255	PS Artificial Intelligence
2019	Artigo em periódico	A meta-learning recommender system for hyperparameter tuning: predicting when tuning improves SVM classifiers Rafael MANTOVANI; Rossi Andre L D; Alcobaca EDESIO; Joaquin VANSCHOREN; André Carlos Ponce De Leon Ferreira De CARVALHO INFORMATION SCIENCES DOI 10.1016/j.ins.2019.06.005 ISSN 0020-0255	PS Artificial Intelligence
2019	Artigo em periódico	Adaptive Biometric Systems Paulo H PISANI; Abir MHENNI; Romain GIOT; Estelle CHERRIER; Norman POH et al ACM COMPUTING SURVEYS DOI 10.1145/3344255 ISSN 0360-0300	PS Computer Science (miscellaneous)
2019	Artigo em periódico	Experimental correlation analysis of bicluster coherence measures and gene ontology information Padilha Victor ALEXANDRE; André Carlos Ponce De Leon Ferreira De CARVALHO APPLIED SOFT COMPUTING DOI 10.1016/j.asoc.2019.105688 ISSN 1568-4946	PS Artificial Intelligence
2019	Artigo em periódico	Reconstructing commuters network using machine learning and urban indicators Spadon GABRIEL; André Carlos Ponce De Leon Ferreira De CARVALHO; Rodrigues Jr Jose F; Alves Luiz G A Scientific Reports DOI 10.1038/s41598-019-48295-x ISSN 2045-2322	PS Environmental Science (miscellaneous)
2019	Artigo em periódico	A meta-learning approach for selecting image segmentation algorithm Aguiar Gabriel JONAS; Mantovani Rafael GOMES; Mastelini Saulo M; André Carlos Ponce De Leon Ferreira De CARVALHO; Campos Gabriel F C et al PATTERN RECOGNITION LETTERS DOI 10.1016/j.patrec.2019.10.018 ISSN 0167-8655	PS Artificial Intelligence
2019	Artigo em periódico	Bringing robustness against adversarial attacks Gean TRINDADE; André Carlos Ponce De Leon Ferreira De CARVALHO Nature Machine Intelligence DOI 10.1038/s42256-019-0116-2 ISSN 2522-5839	PS Computer Science (miscellaneous)
2018	Capítulo de livro	Preprocessing Technique for Cluster Editing via Integer Linear Programming Lorena Luiz Henrique NOGUEIRA; Quiles Marcos GONÇALVES; André Carlos Ponce De Leon Ferreira De CARVALHO; Lorena Luiz Antonio NOGUEIRA Lecture Notes in Computer Science DOI 10.1007/978-3-319-95930-6_27 ISBN 9783319959290	PS Computer Science (miscellaneous)
2018	Capítulo de livro	CF4CF-META: Hybrid Collaborative Filtering Algorithm Selection Framework Cunha TIAGO; Soares CARLOS; André Carlos Ponce De Leon Ferreira De CARVALHO Lecture Notes in Computer Science DOI 10.1007/978-3-030-01771-2_8 ISBN 9783030017705	PS Computer Science (miscellaneous)
2018	Capítulo de livro	$$S^2FS$$: Single Score Feature Selection Applied to the Problem of Distinguishing Long Non-coding RNAs from Protein Coding Transcripts Kümmel Bruno C; André Carlos Ponce De Leon Ferreira De CARVALHO; Brigido Marcelo M; Ralha Célia G; Walter Maria Emilia M T Lecture Notes in Computer Science DOI 10.1007/978-3-030-01722-4_10 ISBN 9783030017217	PS Artificial Intelligence
2018	Capítulo de livro	A Cluster-Based Prototype Reduction for Online Classification Garcia Kemilly DEARO; André Carlos Ponce De Leon Ferreira De CARVALHO; Mendes Moreira JOÃO Lecture Notes in Computer Science DOI 10.1007/978-3-030-03493-1_63 ISBN 9783030034924	PS Computer Science (miscellaneous)
2018	Capítulo de livro	Unsupervised Domain Adaptation for Human Activity Recognition Barbosa PAULO; Garcia Kemilly DEARO; Mendes Moreira JOÃO; André Carlos Ponce De Leon Ferreira De CARVALHO Lecture Notes in Computer Science DOI 10.1007/978-3-030-03493-1_65 ISBN 9783030034924	PS Computer Science (miscellaneous)
2018	Livro	A General Introduction to Data Analytics Moreira João MENDES; André Carlos Ponce De Leon Ferreira De CARVALHO; Horváth TOMÁ — DOI 10.1002/9781119296294 ISBN 9781119296294	PS Artificial Intelligence
2018	Trabalho em evento	A label ranking approach for selecting rankings of collaborative filtering algorithms Cunha TIAGO; Soares CARLOS; André Carlos Ponce De Leon Ferreira De CARVALHO the 33rd Annual ACM Symposium DOI 10.1145/3167132.3167418 ISBN 9781450351911	PS Computer Science Applications
2018	Trabalho em evento	A smartphone application to measure the quality of pest control spraying machines via image analysis Machado Bruno BRANDOLI; Spadon GABRIEL; Arruda Mauro S; Goncalves Wesley N; André Carlos Ponce De Leon Ferreira De CARVALHO et al the 33rd Annual ACM Symposium DOI 10.1145/3167132.3167237 ISBN 9781450351911	PS Computer Science Applications
2018	Trabalho em evento	Data Complexity Measures for Imbalanced Classification Tasks Barella Victor H; Garcia Luis P F; De Souto Marcilio P; Lorena Ana C; André Carlos Ponce De Leon Ferreira De CARVALHO 2018 International Joint Conference on Neural Networks (IJCNN) DOI 10.1109/IJCNN.2018.8489661 ISBN 9781509060146	PS Artificial Intelligence
2018	Trabalho em evento	CF4CF Cunha TIAGO; Soares CARLOS; André Carlos Ponce De Leon Ferreira De CARVALHO the 12th ACM Conference DOI 10.1145/3240323.3240378 ISBN 9781450359016	PS Computer Science (miscellaneous)
2018	Trabalho em evento	Statistical versus Distance-Based Meta-Features for Clustering Algorithm recommendation Using Meta-Learning Pimentel Bruno ALMEIDA; André Carlos Ponce De Leon Ferreira De CARVALHO 2018 International Joint Conference on Neural Networks (IJCNN) DOI 10.1109/IJCNN.2018.8489182 ISBN 9781509060146	PS Artificial Intelligence
2018	Trabalho em evento	Multi-label Feature Selection Techniques for Hierarchical Multi-label Protein Function Prediction Cerri RICARDO; Mantovani Rafael G; Basgalupp Marcio P; André Carlos Ponce De Leon Ferreira De CARVALHO 2018 International Joint Conference on Neural Networks (IJCNN) DOI 10.1109/IJCNN.2018.8489247 ISBN 9781509060146	PS Artificial Intelligence
2018	Trabalho em evento	Label Expansion for Multi-label Classification Rivolli ADRIANO; Soares CARLOS; André Carlos Ponce De Leon Ferreira De CARVALHO 2018 7th Brazilian Conference on Intelligent Systems (BRACIS) DOI 10.1109/BRACIS.2018.00078 ISBN 9781538680230	PS Computer Science (miscellaneous)
2018	Trabalho em evento	Dimensionality Reduction for the Algorithm Recommendation Problem Alcobaca EDESIO; G Mantovani RAFAEL; Rossi Andre L D; André Carlos Ponce De Leon Ferreira De CARVALHO 2018 7th Brazilian Conference on Intelligent Systems (BRACIS) DOI 10.1109/BRACIS.2018.00062 ISBN 9781538680230	PS Artificial Intelligence
2018	Trabalho em evento	Making Data Stream Classification Tree-Based Ensembles Lighter Costa Victor G Turrisi DA; Mastelini Saulo M; André Carlos Ponce De Leon Ferreira De CARVALHO; Barbon SYLVIO 2018 7th Brazilian Conference on Intelligent Systems (BRACIS) DOI 10.1109/BRACIS.2018.00089 ISBN 9781538680230	PS Artificial Intelligence
2018	Trabalho em evento	A Study of Biclustering Coherence Measures for Gene Expression Data Padilha Victor ALEXANDRE; André Carlos Ponce De Leon Ferreira De CARVALHO 2018 7th Brazilian Conference on Intelligent Systems (BRACIS) DOI 10.1109/BRACIS.2018.00100 ISBN 9781538680230	PS Artificial Intelligence
2018	Trabalho em evento	A comparative analysis of the automatic modeling of Learning Styles through Machine Learning techniques Ferreira Lucas D; Spadon GABRIEL; André Carlos Ponce De Leon Ferreira De CARVALHO; Rodrigues Jose F 2018 IEEE Frontiers in Education Conference (FIE) DOI 10.1109/fie.2018.8659191 ISBN 9781538611746	SH Education

2019 Artigo em periódico

PS Artificial Intelligence

Inducing Hierarchical Multi-label Classification rules with Genetic Algorithms

APPLIED SOFT COMPUTING

Ricardo CERRI; Rodrigo Coelho BARROS; Márcio P BASGALUPP; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 1568-4946

2019 Artigo em periódico

PS Artificial Intelligence

Evolutionary inversion of class distribution in overlapping areas for multi-class imbalanced learning

INFORMATION SCIENCES

Everlândio FERNANDES; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 0020-0255

2019 Artigo em periódico

PS Artificial Intelligence

A meta-learning recommender system for hyperparameter tuning: predicting when tuning improves SVM classifiers

INFORMATION SCIENCES

Rafael MANTOVANI; Rossi Andre L D; Alcobaca EDESIO; Joaquin VANSCHOREN; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 0020-0255

2019 Artigo em periódico

PS Computer Science (miscellaneous)

Adaptive Biometric Systems

ACM COMPUTING SURVEYS

Paulo H PISANI; Abir MHENNI; Romain GIOT; Estelle CHERRIER; Norman POH et al

DOI ISSN 0360-0300

2019 Artigo em periódico

PS Artificial Intelligence

Experimental correlation analysis of bicluster coherence measures and gene ontology information

APPLIED SOFT COMPUTING

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

DOI ISSN 1568-4946

2019 Artigo em periódico

PS Environmental Science (miscellaneous)

Reconstructing commuters network using machine learning and urban indicators

Scientific Reports

Spadon GABRIEL; André Carlos Ponce De Leon Ferreira De CARVALHO; Rodrigues Jr Jose F; Alves Luiz G A

DOI ISSN 2045-2322

2019 Artigo em periódico

PS Artificial Intelligence

A meta-learning approach for selecting image segmentation algorithm

PATTERN RECOGNITION LETTERS

Aguiar Gabriel JONAS; Mantovani Rafael GOMES; Mastelini Saulo M; André Carlos Ponce De Leon Ferreira De CARVALHO; Campos Gabriel F C et al

DOI ISSN 0167-8655

2019 Artigo em periódico

PS Computer Science (miscellaneous)

Bringing robustness against adversarial attacks

Nature Machine Intelligence

Gean TRINDADE; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 2522-5839

2018 Capítulo de livro

PS Computer Science (miscellaneous)

Preprocessing Technique for Cluster Editing via Integer Linear Programming

Lecture Notes in Computer Science

Lorena Luiz Henrique NOGUEIRA; Quiles Marcos GONÇALVES; André Carlos Ponce De Leon Ferreira De CARVALHO; Lorena Luiz Antonio NOGUEIRA

DOI ISBN 9783319959290

2018 Capítulo de livro

PS Computer Science (miscellaneous)

CF4CF-META: Hybrid Collaborative Filtering Algorithm Selection Framework

Lecture Notes in Computer Science

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

DOI ISBN 9783030017705

2018 Capítulo de livro

PS Artificial Intelligence

$$S^2FS$$: Single Score Feature Selection Applied to the Problem of Distinguishing Long Non-coding RNAs from Protein Coding Transcripts

Lecture Notes in Computer Science

Kümmel Bruno C; André Carlos Ponce De Leon Ferreira De CARVALHO; Brigido Marcelo M; Ralha Célia G; Walter Maria Emilia M T

DOI ISBN 9783030017217

2018 Capítulo de livro

PS Computer Science (miscellaneous)

A Cluster-Based Prototype Reduction for Online Classification

Lecture Notes in Computer Science

Garcia Kemilly DEARO; André Carlos Ponce De Leon Ferreira De CARVALHO; Mendes Moreira JOÃO

DOI ISBN 9783030034924

2018 Capítulo de livro

PS Computer Science (miscellaneous)

Unsupervised Domain Adaptation for Human Activity Recognition

Lecture Notes in Computer Science

Barbosa PAULO; Garcia Kemilly DEARO; Mendes Moreira JOÃO; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9783030034924

2018 Livro

PS Artificial Intelligence

A General Introduction to Data Analytics

—

Moreira João MENDES; André Carlos Ponce De Leon Ferreira De CARVALHO; Horváth TOMÁ

DOI ISBN 9781119296294

2018 Trabalho em evento

PS Computer Science Applications

A label ranking approach for selecting rankings of collaborative filtering algorithms

the 33rd Annual ACM Symposium

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

DOI ISBN 9781450351911

2018 Trabalho em evento

PS Computer Science Applications

A smartphone application to measure the quality of pest control spraying machines via image analysis

the 33rd Annual ACM Symposium

Machado Bruno BRANDOLI; Spadon GABRIEL; Arruda Mauro S; Goncalves Wesley N; André Carlos Ponce De Leon Ferreira De CARVALHO et al

DOI ISBN 9781450351911

2018 Trabalho em evento

PS Artificial Intelligence

Data Complexity Measures for Imbalanced Classification Tasks

2018 International Joint Conference on Neural Networks (IJCNN)

Barella Victor H; Garcia Luis P F; De Souto Marcilio P; Lorena Ana C; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9781509060146

2018 Trabalho em evento

PS Computer Science (miscellaneous)

CF4CF

the 12th ACM Conference

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

DOI ISBN 9781450359016

2018 Trabalho em evento

PS Artificial Intelligence

Statistical versus Distance-Based Meta-Features for Clustering Algorithm recommendation Using Meta-Learning

2018 International Joint Conference on Neural Networks (IJCNN)

Pimentel Bruno ALMEIDA; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9781509060146

2018 Trabalho em evento

PS Artificial Intelligence

Multi-label Feature Selection Techniques for Hierarchical Multi-label Protein Function Prediction

2018 International Joint Conference on Neural Networks (IJCNN)

Cerri RICARDO; Mantovani Rafael G; Basgalupp Marcio P; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9781509060146

2018 Trabalho em evento

PS Computer Science (miscellaneous)

Label Expansion for Multi-label Classification

2018 7th Brazilian Conference on Intelligent Systems (BRACIS)

Rivolli ADRIANO; Soares CARLOS; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9781538680230

2018 Trabalho em evento

PS Artificial Intelligence

Dimensionality Reduction for the Algorithm Recommendation Problem

2018 7th Brazilian Conference on Intelligent Systems (BRACIS)

Alcobaca EDESIO; G Mantovani RAFAEL; Rossi Andre L D; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9781538680230

2018 Trabalho em evento

PS Artificial Intelligence

Making Data Stream Classification Tree-Based Ensembles Lighter

2018 7th Brazilian Conference on Intelligent Systems (BRACIS)

Costa Victor G Turrisi DA; Mastelini Saulo M; André Carlos Ponce De Leon Ferreira De CARVALHO; Barbon SYLVIO

DOI ISBN 9781538680230

2018 Trabalho em evento

PS Artificial Intelligence

A Study of Biclustering Coherence Measures for Gene Expression Data

2018 7th Brazilian Conference on Intelligent Systems (BRACIS)

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

DOI ISBN 9781538680230

2018 Trabalho em evento

SH Education

A comparative analysis of the automatic modeling of Learning Styles through Machine Learning techniques

2018 IEEE Frontiers in Education Conference (FIE)

Ferreira Lucas D; Spadon GABRIEL; André Carlos Ponce De Leon Ferreira De CARVALHO; Rodrigues Jose F

DOI ISBN 9781538611746