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
2021	Artigo em periódico	Assessing the data complexity of imbalanced datasets Barella Victor H; Garcia Luís P F; De Souto Marcilio C P; Lorena Ana C; André Carlos Ponce De Leon Ferreira De CARVALHO INFORMATION SCIENCES DOI 10.1016/j.ins.2020.12.006 ISSN 0020-0255	PS Computer Science (miscellaneous)
2021	Artigo em periódico	DropLeaf: A precision farming smartphone tool for real-time quantification of pesticide application coverage Brandoli BRUNO; Spadon GABRIEL; Esau TRAVIS; Hennessy PATRICK; André Carlos Ponce De Leon Ferreira De CARVALHO et al COMPUTERS AND ELECTRONICS IN AGRICULTURE DOI 10.1016/j.compag.2020.105906 ISSN 0168-1699	LS Agricultural and Biological Sciences (miscellaneous)
2021	Artigo em periódico	SmartSORT: an MLP-based method for tracking multiple objects in real-time Meneses MICHEL; Matos LEONARDO; Prado BRUNO; André Carlos Ponce De Leon Ferreira De CARVALHO; Macedo HENDRIK Journal of Real-Time Image Processing DOI 10.1007/s11554-020-01054-y ISSN 1861-8200	PS Computer Science (miscellaneous)
2021	Artigo em periódico	Feature extraction approaches for biological sequences: a comparative study of mathematical features Bonidia Robson P; Sampaio Lucas D H; Domingues Douglas S; Paschoal Alexandre R; Lopes Fabrício M et al BRIEFINGS IN BIOINFORMATICS DOI 10.1093/bib/bbab011 ISSN 1467-5463	LS Biochemistry; Genetics and Molecular Biology (miscellaneous)
2021	Artigo em periódico	Using dynamical quantization to perform split attempts in online tree regressors Mastelini Saulo MARTIELLO; André Carlos Ponce De Leon Ferreira De CARVALHO PATTERN RECOGNITION LETTERS DOI 10.1016/j.patrec.2021.01.033 ISSN 0167-8655	PS Artificial Intelligence
2021	Artigo em periódico	Micro-MetaStream: algorithm selection for time-changing data Rossi Andre L D; Carlos SOARES; Bruno Feres De SOUZA; André Carlos Ponce De Leon Ferreira De CARVALHO INFORMATION SCIENCES DOI 10.1016/j.ins.2021.02.075 ISSN 0020-0255	PS Computer Science (miscellaneous)
2021	Artigo em periódico	Inteligência Artificial: riscos; benefícios e uso responsável André Carlos Ponce De Leon Ferreira De CARVALHO ESTUDOS AVANÇADOS (ONLINE) DOI 10.1590/s0103-4014.2021.35101.003 ISSN 1806-9592	SH Philosophy
2021	Artigo em periódico	Predicting and interpreting oxide glass properties by machine learning using large datasets Cassar Daniel R; Mastelini Saulo MARTIELLO; Tiago BOTARI; Alcobaça EDESIO; André Carlos Ponce De Leon Ferreira De CARVALHO et al CERAMICS INTERNATIONAL DOI 10.1016/j.ceramint.2021.05.105 ISSN 0272-8842	PS Computer Science Applications
2021	Artigo em periódico	CRISPRloci:comprehensive and accurate annotation of CRISPR-Cas systems Alkhnbashi Omer S; Mitrofanov ALEXANDER; Robson Parmezan BONIDIA; Raden MARTIN; Tran Van DINH et al NUCLEIC ACIDS RESEARCH DOI 10.1093/nar/gkab456 ISSN 0305-1048	LS Biochemistry; Genetics and Molecular Biology (miscellaneous)
2021	Artigo em periódico	Performance evaluation of outlier rules for labelling outliers in multidimensional dataset Kelly Cristina Ramos Da SILVA; Oliveira Helder L Costa DE; André Carlos Ponce De Leon Ferreira De CARVALHO INTERNATIONAL JOURNAL OF BUSINESS INTELLIGENCE AND DATA MINING DOI 10.1504/ijbidm.2021.117111 ISSN 1743-8187	PS Computer Science (miscellaneous)
2021	Artigo em periódico	Casboundary: automated definition of integral Cas cassettes Padilha Victor A; Alkhnbashi Omer S; Tran Van DINH; Shah Shiraz A; André Carlos Ponce De Leon Ferreira De CARVALHO et al BIOINFORMATICS DOI 10.1093/bioinformatics/btaa984 ISSN 1367-4803	LS Biochemistry; Genetics and Molecular Biology (miscellaneous)
2021	Artigo em periódico	HumanMetagenomeDB: a public repository of curated and standardized metadata for human metagenomes Kasmanas Jonas COELHO; Bartholomäus ALEXANDER; Corrêa Felipe BORIM; Tal TAMARA; Jehmlich NICO et al NUCLEIC ACIDS RESEARCH DOI 10.1093/nar/gkaa1031 ISSN 0305-1048	LS Biochemistry; Genetics and Molecular Biology (miscellaneous)
2021	Artigo em periódico	Detection of a SARS-CoV-2 sequence with genosensors using data analysis based on information visualization and machine learning techniques Soares Juliana COATRINI; Soares Andrey COATRINI; Rodrigues Valquiria CRUZ; Oiticica Pedro Ramon ALMEIDA; Raymundo Pereira Paulo AUGUSTO et al Materials Chemistry Frontiers DOI 10.1039/D1QM00665G ISSN 2052-1537	PS Materials Science (miscellaneous)
2021	Artigo em periódico	An extensive experimental evaluation of automated machine learning methods for recommending classification algorithms Márcio P BASGALUPP; Rodrigo C BARROS; De Sá A G C; Pappa G L; Mantovani R G et al Evolutionary Intelligence (Print) DOI 10.1007/s12065-020-00463-z ISSN 1864-5909	PS General Computer Science
2021	Artigo em periódico	An Ensemble of Autonomous Auto-Encoders for Human Activity Recognition Garcia Kemilly DEARO; De Sá Cláudio REBELO; Poel MANNES; Carvalho TIAGO; Mendes Moreira JOÃO et al NEUROCOMPUTING DOI 10.1016/j.neucom.2020.01.125 ISSN 0925-2312	PS Computer Science (miscellaneous)
2020	Capítulo de livro	A Study on Hyperparameter Configuration for Human Activity Recognition Garcia Kemilly D; Carvalho TIAGO; Mendes Moreira JOÃO; Cardoso João M P; André Carlos Ponce De Leon Ferreira De CARVALHO Advances in Intelligent Systems and Computing DOI 10.1007/978-3-030-20055-8_5 ISBN 9783030200541	PS Computer Science (miscellaneous)
2020	Capítulo de livro	Gradient Boosting Machine and LSTM Network for Online Harassment Detection and Categorization in Social Media Pereira Fabíola S F; Andrade THIAGO; André Carlos Ponce De Leon Ferreira De CARVALHO Communications in Computer and Information Science DOI 10.1007/978-3-030-43887-6_25 ISBN 9783030438869	SH Psychology (miscellaneous)
2020	Capítulo de livro	Local Interpretation Methods to Machine Learning Using the Domain of the Feature Space Tiago BOTARI; Rafael IZBICKI; André Carlos Ponce De Leon Ferreira De CARVALHO Machine Learning and Knowledge Discovery in Databases International Workshops of ECML PKDD 2019; Würzburg; Germany; September 16?20; 2019; Proceedings; Part II DOI 10.1007/978-3-030-43823-4_21 ISBN 9783030438	PS Computer Science (miscellaneous)
2020	Capítulo de livro	Multi-objective Basic Variable Neighborhood Search for Portfolio Selection De Queiroz Thiago ALVES; Mundim Leandro RESENDE; André Carlos Ponce De Leon Ferreira De CARVALHO Lecture Notes in Computer Science DOI 10.1007/978-3-030-44932-2_5 ISBN 9783030449315	PS Computer Science (miscellaneous)
2020	Capítulo de livro	Evaluation of Error Metrics for Meta-learning Label Definition in the Forecasting Task Santos Moisés R; Mundim Leandro R; André Carlos Ponce De Leon Ferreira De CARVALHO Lecture Notes in Computer Science DOI 10.1007/978-3-030-61705-9_33 ISBN 9783030617042	PS Computer Science (miscellaneous)
2020	Capítulo de livro	Simulating Complexity Measures on Imbalanced Datasets Barella Victor H; Garcia Luís P F; André Carlos Ponce De Leon Ferreira De CARVALHO Lecture Notes in Computer Science DOI 10.1007/978-3-030-61380-8_34 ISBN 9783030613792	PS Computer Science (miscellaneous)
2020	Capítulo de livro	Combining Mutation and Gene Network Data in a Machine Learning Approach for False-Positive Cancer Driver Gene Discovery Cutigi Jorge FRANCISCO; Evangelista Renato FEIJO; Ramos Rodrigo HENRIQUE; De Oliveira Lage Ferreira CYNTHIA; Evangelista Adriane FEIJO et al Lecture Notes in Computer Science DOI 10.1007/978-3-030-65775-8_8 ISBN 9783030657741	PS Artificial Intelligence
2020	Artigo em periódico	Explainable Machine Learning Algorithms To Predict Glass Transition Temperature Alcobaca EDESIO; Mastelini Saulo M; Tiago BOTARI; Bruno De Almeida PIMENTEL; Daniel R CASSAR et al ACTA MATERIALIA DOI 10.1016/j.actamat.2020.01.047 ISSN 1359-6454	PS Materials Science (miscellaneous)
2020	Artigo em periódico	An empirical analysis of binary transformation strategies and base algorithms for multi-label learning Rivolli ADRIANO; Jesse READ; Carlos M SOARES; Bernhard PFAHRINGER; André Carlos Ponce De Leon Ferreira De CARVALHO MACHINE LEARNING DOI 10.1007/s10994-020-05879-3 ISSN 0885-6125	PS Artificial Intelligence
2020	Artigo em periódico	A Meta-learning approach for recommending the number of clusters for clustering algorithms Pimentel Bruno ALMEIDA; André Carlos Ponce De Leon Ferreira De CARVALHO KNOWLEDGE-BASED SYSTEMS DOI 10.1016/j.knosys.2020.105682 ISSN 0950-7051	PS Artificial Intelligence

2021 Artigo em periódico

PS Computer Science (miscellaneous)

Assessing the data complexity of imbalanced datasets

INFORMATION SCIENCES

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

DOI ISSN 0020-0255

2021 Artigo em periódico

LS Agricultural and Biological Sciences (miscellaneous)

DropLeaf: A precision farming smartphone tool for real-time quantification of pesticide application coverage

COMPUTERS AND ELECTRONICS IN AGRICULTURE

Brandoli BRUNO; Spadon GABRIEL; Esau TRAVIS; Hennessy PATRICK; André Carlos Ponce De Leon Ferreira De CARVALHO et al

DOI ISSN 0168-1699

2021 Artigo em periódico

PS Computer Science (miscellaneous)

SmartSORT: an MLP-based method for tracking multiple objects in real-time

Journal of Real-Time Image Processing

Meneses MICHEL; Matos LEONARDO; Prado BRUNO; André Carlos Ponce De Leon Ferreira De CARVALHO; Macedo HENDRIK

DOI ISSN 1861-8200

2021 Artigo em periódico

LS Biochemistry; Genetics and Molecular Biology (miscellaneous)

Feature extraction approaches for biological sequences: a comparative study of mathematical features

BRIEFINGS IN BIOINFORMATICS

Bonidia Robson P; Sampaio Lucas D H; Domingues Douglas S; Paschoal Alexandre R; Lopes Fabrício M et al

DOI ISSN 1467-5463

2021 Artigo em periódico

PS Artificial Intelligence

Using dynamical quantization to perform split attempts in online tree regressors

PATTERN RECOGNITION LETTERS

Mastelini Saulo MARTIELLO; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 0167-8655

2021 Artigo em periódico

PS Computer Science (miscellaneous)

Micro-MetaStream: algorithm selection for time-changing data

INFORMATION SCIENCES

Rossi Andre L D; Carlos SOARES; Bruno Feres De SOUZA; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 0020-0255

2021 Artigo em periódico

SH Philosophy

Inteligência Artificial: riscos; benefícios e uso responsável

ESTUDOS AVANÇADOS (ONLINE)

André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 1806-9592

2021 Artigo em periódico

PS Computer Science Applications

Predicting and interpreting oxide glass properties by machine learning using large datasets

CERAMICS INTERNATIONAL

Cassar Daniel R; Mastelini Saulo MARTIELLO; Tiago BOTARI; Alcobaça EDESIO; André Carlos Ponce De Leon Ferreira De CARVALHO et al

DOI ISSN 0272-8842

2021 Artigo em periódico

LS Biochemistry; Genetics and Molecular Biology (miscellaneous)

CRISPRloci:comprehensive and accurate annotation of CRISPR-Cas systems

NUCLEIC ACIDS RESEARCH

Alkhnbashi Omer S; Mitrofanov ALEXANDER; Robson Parmezan BONIDIA; Raden MARTIN; Tran Van DINH et al

DOI ISSN 0305-1048

2021 Artigo em periódico

PS Computer Science (miscellaneous)

Performance evaluation of outlier rules for labelling outliers in multidimensional dataset

INTERNATIONAL JOURNAL OF BUSINESS INTELLIGENCE AND DATA MINING

Kelly Cristina Ramos Da SILVA; Oliveira Helder L Costa DE; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 1743-8187

2021 Artigo em periódico

LS Biochemistry; Genetics and Molecular Biology (miscellaneous)

Casboundary: automated definition of integral Cas cassettes

BIOINFORMATICS

Padilha Victor A; Alkhnbashi Omer S; Tran Van DINH; Shah Shiraz A; André Carlos Ponce De Leon Ferreira De CARVALHO et al

DOI ISSN 1367-4803

2021 Artigo em periódico

LS Biochemistry; Genetics and Molecular Biology (miscellaneous)

HumanMetagenomeDB: a public repository of curated and standardized metadata for human metagenomes

NUCLEIC ACIDS RESEARCH

Kasmanas Jonas COELHO; Bartholomäus ALEXANDER; Corrêa Felipe BORIM; Tal TAMARA; Jehmlich NICO et al

DOI ISSN 0305-1048

2021 Artigo em periódico

PS Materials Science (miscellaneous)

Detection of a SARS-CoV-2 sequence with genosensors using data analysis based on information visualization and machine learning techniques

Materials Chemistry Frontiers

Soares Juliana COATRINI; Soares Andrey COATRINI; Rodrigues Valquiria CRUZ; Oiticica Pedro Ramon ALMEIDA; Raymundo Pereira Paulo AUGUSTO et al

DOI ISSN 2052-1537

2021 Artigo em periódico

PS General Computer Science

An extensive experimental evaluation of automated machine learning methods for recommending classification algorithms

Evolutionary Intelligence (Print)

Márcio P BASGALUPP; Rodrigo C BARROS; De Sá A G C; Pappa G L; Mantovani R G et al

DOI ISSN 1864-5909

2021 Artigo em periódico

PS Computer Science (miscellaneous)

An Ensemble of Autonomous Auto-Encoders for Human Activity Recognition

NEUROCOMPUTING

Garcia Kemilly DEARO; De Sá Cláudio REBELO; Poel MANNES; Carvalho TIAGO; Mendes Moreira JOÃO et al

DOI ISSN 0925-2312

2020 Capítulo de livro

PS Computer Science (miscellaneous)

A Study on Hyperparameter Configuration for Human Activity Recognition

Advances in Intelligent Systems and Computing

Garcia Kemilly D; Carvalho TIAGO; Mendes Moreira JOÃO; Cardoso João M P; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9783030200541

2020 Capítulo de livro

SH Psychology (miscellaneous)

Gradient Boosting Machine and LSTM Network for Online Harassment Detection and Categorization in Social Media

Communications in Computer and Information Science

Pereira Fabíola S F; Andrade THIAGO; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9783030438869

2020 Capítulo de livro

PS Computer Science (miscellaneous)

Local Interpretation Methods to Machine Learning Using the Domain of the Feature Space

Machine Learning and Knowledge Discovery in Databases International Workshops of ECML PKDD 2019; Würzburg; Germany; September 16?20; 2019; Proceedings; Part II

Tiago BOTARI; Rafael IZBICKI; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9783030438

2020 Capítulo de livro

PS Computer Science (miscellaneous)

Multi-objective Basic Variable Neighborhood Search for Portfolio Selection

Lecture Notes in Computer Science

De Queiroz Thiago ALVES; Mundim Leandro RESENDE; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9783030449315

2020 Capítulo de livro

PS Computer Science (miscellaneous)

Evaluation of Error Metrics for Meta-learning Label Definition in the Forecasting Task

Lecture Notes in Computer Science

Santos Moisés R; Mundim Leandro R; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9783030617042

2020 Capítulo de livro

PS Computer Science (miscellaneous)

Simulating Complexity Measures on Imbalanced Datasets

Lecture Notes in Computer Science

Barella Victor H; Garcia Luís P F; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9783030613792

2020 Capítulo de livro

PS Artificial Intelligence

Combining Mutation and Gene Network Data in a Machine Learning Approach for False-Positive Cancer Driver Gene Discovery

Lecture Notes in Computer Science

Cutigi Jorge FRANCISCO; Evangelista Renato FEIJO; Ramos Rodrigo HENRIQUE; De Oliveira Lage Ferreira CYNTHIA; Evangelista Adriane FEIJO et al

DOI ISBN 9783030657741

2020 Artigo em periódico

PS Materials Science (miscellaneous)

Explainable Machine Learning Algorithms To Predict Glass Transition Temperature

ACTA MATERIALIA

Alcobaca EDESIO; Mastelini Saulo M; Tiago BOTARI; Bruno De Almeida PIMENTEL; Daniel R CASSAR et al

DOI ISSN 1359-6454

2020 Artigo em periódico

PS Artificial Intelligence

An empirical analysis of binary transformation strategies and base algorithms for multi-label learning

MACHINE LEARNING

Rivolli ADRIANO; Jesse READ; Carlos M SOARES; Bernhard PFAHRINGER; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 0885-6125

2020 Artigo em periódico

PS Artificial Intelligence

A Meta-learning approach for recommending the number of clusters for clustering algorithms

KNOWLEDGE-BASED SYSTEMS

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

DOI ISSN 0950-7051