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
2022	Capítulo de livro	UlyssesNER-Br: A Corpus of Brazilian Legislative Documents for Named Entity Recognition Hidelberg O ALBUQUERQUE; Rosimeire COSTA; Silvestre Gabriel DALFORNO; Ellen SOUZA; Nádia FÉLIX et al Computational Processing of the Portuguese Language. PROPOR 2022 DOI 10.1007/978-3-030-98305-5_1 ISBN 9783030983	PS Computer Science (miscellaneous)
2022	Capítulo de livro	Ulysses-RFSQ: A Novel Method to Improve Legal Information Retrieval Based on Relevance Feedback Douglas VITÓRIO; Ellen SOUZA; Lucas MARTINS; Nádia FÉLIX; André Carlos Ponce De Leon Ferreira De CARVALHO et al BRACIS 2022 DOI 10.1007/978-3-031-21686-2_6 ISBN 9783031216	SH Information Systems and Management
2022	Capítulo de livro	Computação: ciência; engenharia e arte Cláudia Bauzer De MEDEIROS; André Carlos Ponce De Leon Ferreira De CARVALHO; Helder Takashi Imoto NAKAYA; João Marcos Travassos ROMANO; Marcelo Knörich ZUFFO et al FAPESP 60 Anos: A ciência no desenvolvimento nacional DOI 10.4322/978-65-86819-27-4.1000005 ISBN 9786586819281	SH Arts and Humanities (miscellaneous)
2022	Capítulo de livro	Content-Based Lawsuits Document Image Retrieval Daniela L FREIRE; André Carlos Ponce De Leon Ferreira De CARVALHO; Leonardo Carneiro FELTRAN; Lara Ayumi NAGAMATSU; Kelly Cristina Ramos Da SILVA et al Progress in Artificial Intelligence: EPIA 2022 DOI 10.1007/978-3-031-16474-3_3 ISBN 9783031164	PS Artificial Intelligence
2022	Capítulo de livro	Lawsuits Document Images Processing Classification Daniela Lopes FREIRE; André Carlos Ponce De Leon Ferreira De CARVALHO; Leonardo Carneiro FELTRAN; Lara Ayumi NAGAMATSU; Kelly Cristina Ramos Da SILVA et al Progress in Artificial Intelligence: EPIA 2022 DOI 10.1007/978-3-031-16474-3_4 ISBN 9783031164	PS Artificial Intelligence
2022	Capítulo de livro	UlyssesSD-Br: Stance Detection in Brazilian Political Polls Nádia FÉLIX; Dyonnatan F MAIA; Ellen SOUZA; Guthemberg Da S SAMPAIO; Augusto S NUNES et al Progress in Artificial Intelligence: EPIA 2022 DOI 10.1007/978-3-031-16474-3_8 ISBN 9783031164	PS Artificial Intelligence
2022	Capítulo de livro	Expanding UlyssesNER-Br Named Entity Recognition Corpus with Informal User-Generated Text Rosimeire COSTA; Nádia FÉLIX; Matheus SILVA; Hidelberg Oliveira ALBUQUERQUE; Ellen SOUZA et al Progress in Artificial Intelligence: EPIA 2022 DOI 10.1007/978-3-031-16474-3_62 ISBN 9783031164	PS Computer Science (miscellaneous)
2022	Trabalho em evento	Lessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning without episodic meta-learning dominates for few-shot learning image classification Adrian El BAZ; Ullah IHSAN; Edésio ALCOBACA; André Carlos Ponce De Leon Ferreira De CARVALHO; Outros AUTORES Conference and Workshop on Neural Information Processing Systems (NEURIPS)	PS Computer Science (miscellaneous)
2022	Trabalho em evento	Machine Learning Approach for Trend Prediction to Improve Returns on Brazilian Energy Market Santos Moises R; Braz Douglas D C; André Carlos Ponce De Leon Ferreira De CARVALHO; Tinos RENATO; Paula Marcos B S et al 2022 IEEE Latin American Conference on Computational Intelligence (LACCI) DOI 10.1109/la-cci54402.2022.9981846 ISBN 9781665488587	PS Energy Engineering and Power Technology
2022	Trabalho em evento	Market Movement Prediction Algorithm Selection by Metalearning Alvaro Valentim Pereira De Menezes BANDEIRA; Gabriel Monteiro FERRACIOLI; Rocha Dos Santos MOISES; André Carlos Ponce De Leon Ferreira De CARVALHO Symposium on Knowledge Discovery; Mining and Learning; KDMILE 2022 - Main Track	PS General Computer Science
2022	Trabalho em evento	Market Movement Prediction Algorithm Selection by Metalearning Alvaro Valentim Pereira De Menezes BANDEIRA; Gabriel Monteiro FERRACIOLI; Dos Santos M R; André Carlos Ponce De Leon Ferreira De CARVALHO Symposium on Knowledge Discovery; Mining and Learning DOI 10.5753/kdmile.2022.227947	PS Artificial Intelligence
2022	Artigo em periódico	Meta-features for meta-learning Rivolli ADRIANO; Garcia Luís P F; Soares CARLOS; Vanschoren JOAQUIN; André Carlos Ponce De Leon Ferreira De CARVALHO KNOWLEDGE-BASED SYSTEMS DOI 10.1016/j.knosys.2021.108101 ISSN 0950-7051	PS Artificial Intelligence
2022	Artigo em periódico	MathFeature: feature extraction package for DNA; RNA and protein sequences based on mathematical descriptors Bonidia Robson P; Domingues Douglas S; Sanches Danilo S; André Carlos Ponce De Leon Ferreira De CARVALHO BRIEFINGS IN BIOINFORMATICS DOI 10.1093/bib/bbab434 ISSN 1467-5463	LS Biochemistry; Genetics and Molecular Biology (miscellaneous)
2022	Artigo em periódico	Using meta-learning for multi-target regression Aguiar Gabriel J; Santana Everton J; André Carlos Ponce De Leon Ferreira De CARVALHO; Barbon Junior SYLVIO INFORMATION SCIENCES DOI 10.1016/j.ins.2021.11.003 ISSN 0020-0255	PS Artificial Intelligence
2022	Artigo em periódico	Machine learning unveils composition-property relationships in chalcogenide glasses Mastelini Saulo MARTIELLO; Cassar Daniel R; Alcobaça EDESIO; Tiago BOTARI; André Carlos Ponce De Leon Ferreira De CARVALHO et al ACTA MATERIALIA DOI 10.1016/j.actamat.2022.118302 ISSN 1359-6454	PS Physics and Astronomy (miscellaneous)
2022	Artigo em periódico	MarineMetagenomeDB: a public repository for curated and standardized metadata for marine metagenomes Nata Ala Muhammad KABIRU; Avila Santos Anderson P; Coelho Kasmanas JONAS; Bartholomäus ALEXANDER; Saraiva João PEDRO et al Environmental Microbiome DOI 10.1186/s40793-022-00449-7 ISSN 2524-6372	LS General Immunology and Microbiology
2022	Artigo em periódico	BioAutoML: automated feature engineering and metalearning to predict noncoding RNAs in bacteria Robson Parmezan BONIDIA; Santos Anderson P AVILA; De Almeida Breno L S; Stadler Peter F; Da Rocha Ulisses N et al BRIEFINGS IN BIOINFORMATICS DOI 10.1093/bib/bbac218 ISSN 1467-5463	LS Biochemistry; Genetics and Molecular Biology (miscellaneous)
2021	Capítulo de livro	A Study of the Correlation of Metafeatures Used for Metalearning Rivolli ADRIANO; Garcia Luís P F; Lorena Ana C; André Carlos Ponce De Leon Ferreira De CARVALHO Lecture Notes in Computer Science DOI 10.1007/978-3-030-85030-2_39 ISBN 9783030850296	HS Nutrition and Dietetics
2021	Capítulo de livro	Evaluate Pseudo Labeling and CNN for Multi-variate Time Series Classification in Low-Data Regimes Ienco DINO; Pereira Santos DAVI; André Carlos Ponce De Leon Ferreira De CARVALHO Lecture Notes in Computer Science DOI 10.1007/978-3-030-86383-8_10 ISBN 9783030863821	PS Computer Science (miscellaneous)
2021	Capítulo de livro	Time-Series in Hyper-parameter Initialization of Machine Learning Techniques Tomas HORVATH; Rafael MANTOVANI; André Carlos Ponce De Leon Ferreira De CARVALHO Intelligent Data Engineering and Automated Learning ? IDEAL 2021 DOI 10.1007/978-3-030-91608-4_25 ISBN 9783030916	PS Computer Science (miscellaneous)
2021	Capítulo de livro	An Information Retrieval Pipeline for Legislative Documents from the Brazilian Chamber of Deputies Ellen SOUZA; Douglas VITÓRIO; Gyovana MORIYAMA; Luiz SANTOS; Lucas MARTINS et al Legal Knowledge and Information Systems - {JURIX} 2021: The Thirty-fourth Annual Conference; Vilnius; Lithuania; 8-10 December 2021 DOI 10.3233/FAIA210326 ISBN 9781643682	SH General Economics; Econometrics and Finance
2021	Capítulo de livro	Evaluating Clustering Meta-features for Classifier Recommendation Garcia Luis P F; Felipe CAMPELO; Guilherme RAMOS; Rivolli ADRIANO; André Carlos Ponce De Leon Ferreira De CARVALHO Intelligent Systems. BRACIS 2021 DOI 10.1007/978-3-030-91702-9_30 ISBN 9783030917	PS Computer Science (miscellaneous)
2021	Capítulo de livro	Evaluating Topic Models in Portuguese Political Comments About Bills from Brazil?s Chamber of Deputies Nádia FÉLIX; Marilia SILVA; Fabiola PEREIRA; João Pedro M TARREGA; João Vitor P BEINOTTI et al Intelligent Systems. BRACIS 2021 DOI 10.1007/978-3-030-91699-2_8 ISBN 9783030916	PS Computer Science (miscellaneous)
2021	Livro	Inteligência Artificial - Uma Abordagem de Aprendizado de Máquina (2 edição) Katti FACELI; Ana Carolina LORENA; João GAMA; Tiago Agostinho De ALMEIDA; André Carlos Ponce De Leon Ferreira De CARVALHO — ISBN 9788521637349	PS Artificial Intelligence
2021	Trabalho em evento	Seasonal-Trend decomposition based on Loess + Machine Learning: Hybrid Forecasting for Monthly Univariate Time Series Silvestre Gabriel DALFORNO; Dos Santos Moises ROCHA; André Carlos Ponce De Leon Ferreira De CARVALHO 2021 International Joint Conference on Neural Networks (IJCNN) DOI 10.1109/ijcnn52387.2021.9533644 ISBN 9781665439008	PS Computer Science (miscellaneous)

2022 Capítulo de livro

PS Computer Science (miscellaneous)

UlyssesNER-Br: A Corpus of Brazilian Legislative Documents for Named Entity Recognition

Computational Processing of the Portuguese Language. PROPOR 2022

Hidelberg O ALBUQUERQUE; Rosimeire COSTA; Silvestre Gabriel DALFORNO; Ellen SOUZA; Nádia FÉLIX et al

DOI ISBN 9783030983

2022 Capítulo de livro

SH Information Systems and Management

Ulysses-RFSQ: A Novel Method to Improve Legal Information Retrieval Based on Relevance Feedback

BRACIS 2022

Douglas VITÓRIO; Ellen SOUZA; Lucas MARTINS; Nádia FÉLIX; André Carlos Ponce De Leon Ferreira De CARVALHO et al

DOI ISBN 9783031216

2022 Capítulo de livro

SH Arts and Humanities (miscellaneous)

Computação: ciência; engenharia e arte

FAPESP 60 Anos: A ciência no desenvolvimento nacional

Cláudia Bauzer De MEDEIROS; André Carlos Ponce De Leon Ferreira De CARVALHO; Helder Takashi Imoto NAKAYA; João Marcos Travassos ROMANO; Marcelo Knörich ZUFFO et al

DOI ISBN 9786586819281

2022 Capítulo de livro

PS Artificial Intelligence

Content-Based Lawsuits Document Image Retrieval

Progress in Artificial Intelligence: EPIA 2022

Daniela L FREIRE; André Carlos Ponce De Leon Ferreira De CARVALHO; Leonardo Carneiro FELTRAN; Lara Ayumi NAGAMATSU; Kelly Cristina Ramos Da SILVA et al

DOI ISBN 9783031164

2022 Capítulo de livro

PS Artificial Intelligence

Lawsuits Document Images Processing Classification

Progress in Artificial Intelligence: EPIA 2022

Daniela Lopes FREIRE; André Carlos Ponce De Leon Ferreira De CARVALHO; Leonardo Carneiro FELTRAN; Lara Ayumi NAGAMATSU; Kelly Cristina Ramos Da SILVA et al

DOI ISBN 9783031164

2022 Capítulo de livro

PS Artificial Intelligence

UlyssesSD-Br: Stance Detection in Brazilian Political Polls

Progress in Artificial Intelligence: EPIA 2022

Nádia FÉLIX; Dyonnatan F MAIA; Ellen SOUZA; Guthemberg Da S SAMPAIO; Augusto S NUNES et al

DOI ISBN 9783031164

2022 Capítulo de livro

PS Computer Science (miscellaneous)

Expanding UlyssesNER-Br Named Entity Recognition Corpus with Informal User-Generated Text

Progress in Artificial Intelligence: EPIA 2022

Rosimeire COSTA; Nádia FÉLIX; Matheus SILVA; Hidelberg Oliveira ALBUQUERQUE; Ellen SOUZA et al

DOI ISBN 9783031164

2022 Trabalho em evento

PS Computer Science (miscellaneous)

Lessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning without episodic meta-learning dominates for few-shot learning image classification

Conference and Workshop on Neural Information Processing Systems (NEURIPS)

Adrian El BAZ; Ullah IHSAN; Edésio ALCOBACA; André Carlos Ponce De Leon Ferreira De CARVALHO; Outros AUTORES

2022 Trabalho em evento

PS Energy Engineering and Power Technology

Machine Learning Approach for Trend Prediction to Improve Returns on Brazilian Energy Market

2022 IEEE Latin American Conference on Computational Intelligence (LACCI)

Santos Moises R; Braz Douglas D C; André Carlos Ponce De Leon Ferreira De CARVALHO; Tinos RENATO; Paula Marcos B S et al

DOI ISBN 9781665488587

2022 Trabalho em evento

PS General Computer Science

Market Movement Prediction Algorithm Selection by Metalearning

Symposium on Knowledge Discovery; Mining and Learning; KDMILE 2022 - Main Track

Alvaro Valentim Pereira De Menezes BANDEIRA; Gabriel Monteiro FERRACIOLI; Rocha Dos Santos MOISES; André Carlos Ponce De Leon Ferreira De CARVALHO

2022 Trabalho em evento

PS Artificial Intelligence

Market Movement Prediction Algorithm Selection by Metalearning

Symposium on Knowledge Discovery; Mining and Learning

Alvaro Valentim Pereira De Menezes BANDEIRA; Gabriel Monteiro FERRACIOLI; Dos Santos M R; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI

2022 Artigo em periódico

PS Artificial Intelligence

Meta-features for meta-learning

KNOWLEDGE-BASED SYSTEMS

Rivolli ADRIANO; Garcia Luís P F; Soares CARLOS; Vanschoren JOAQUIN; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 0950-7051

2022 Artigo em periódico

LS Biochemistry; Genetics and Molecular Biology (miscellaneous)

MathFeature: feature extraction package for DNA; RNA and protein sequences based on mathematical descriptors

BRIEFINGS IN BIOINFORMATICS

Bonidia Robson P; Domingues Douglas S; Sanches Danilo S; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 1467-5463

2022 Artigo em periódico

PS Artificial Intelligence

Using meta-learning for multi-target regression

INFORMATION SCIENCES

Aguiar Gabriel J; Santana Everton J; André Carlos Ponce De Leon Ferreira De CARVALHO; Barbon Junior SYLVIO

DOI ISSN 0020-0255

2022 Artigo em periódico

PS Physics and Astronomy (miscellaneous)

Machine learning unveils composition-property relationships in chalcogenide glasses

ACTA MATERIALIA

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

DOI ISSN 1359-6454

2022 Artigo em periódico

LS General Immunology and Microbiology

MarineMetagenomeDB: a public repository for curated and standardized metadata for marine metagenomes

Environmental Microbiome

Nata Ala Muhammad KABIRU; Avila Santos Anderson P; Coelho Kasmanas JONAS; Bartholomäus ALEXANDER; Saraiva João PEDRO et al

DOI ISSN 2524-6372

2022 Artigo em periódico

LS Biochemistry; Genetics and Molecular Biology (miscellaneous)

BioAutoML: automated feature engineering and metalearning to predict noncoding RNAs in bacteria

BRIEFINGS IN BIOINFORMATICS

Robson Parmezan BONIDIA; Santos Anderson P AVILA; De Almeida Breno L S; Stadler Peter F; Da Rocha Ulisses N et al

DOI ISSN 1467-5463

2021 Capítulo de livro

HS Nutrition and Dietetics

A Study of the Correlation of Metafeatures Used for Metalearning

Lecture Notes in Computer Science

Rivolli ADRIANO; Garcia Luís P F; Lorena Ana C; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9783030850296

2021 Capítulo de livro

PS Computer Science (miscellaneous)

Evaluate Pseudo Labeling and CNN for Multi-variate Time Series Classification in Low-Data Regimes

Lecture Notes in Computer Science

Ienco DINO; Pereira Santos DAVI; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9783030863821

2021 Capítulo de livro

PS Computer Science (miscellaneous)

Time-Series in Hyper-parameter Initialization of Machine Learning Techniques

Intelligent Data Engineering and Automated Learning ? IDEAL 2021

Tomas HORVATH; Rafael MANTOVANI; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9783030916

2021 Capítulo de livro

SH General Economics; Econometrics and Finance

An Information Retrieval Pipeline for Legislative Documents from the Brazilian Chamber of Deputies

Legal Knowledge and Information Systems - {JURIX} 2021: The Thirty-fourth Annual Conference; Vilnius; Lithuania; 8-10 December 2021

Ellen SOUZA; Douglas VITÓRIO; Gyovana MORIYAMA; Luiz SANTOS; Lucas MARTINS et al

DOI ISBN 9781643682

2021 Capítulo de livro

PS Computer Science (miscellaneous)

Evaluating Clustering Meta-features for Classifier Recommendation

Intelligent Systems. BRACIS 2021

Garcia Luis P F; Felipe CAMPELO; Guilherme RAMOS; Rivolli ADRIANO; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9783030917

2021 Capítulo de livro

PS Computer Science (miscellaneous)

Evaluating Topic Models in Portuguese Political Comments About Bills from Brazil?s Chamber of Deputies

Intelligent Systems. BRACIS 2021

Nádia FÉLIX; Marilia SILVA; Fabiola PEREIRA; João Pedro M TARREGA; João Vitor P BEINOTTI et al

DOI ISBN 9783030916

2021 Livro

PS Artificial Intelligence

Inteligência Artificial - Uma Abordagem de Aprendizado de Máquina (2 edição)

—

Katti FACELI; Ana Carolina LORENA; João GAMA; Tiago Agostinho De ALMEIDA; André Carlos Ponce De Leon Ferreira De CARVALHO

ISBN 9788521637349

2021 Trabalho em evento

PS Computer Science (miscellaneous)

Seasonal-Trend decomposition based on Loess + Machine Learning: Hybrid Forecasting for Monthly Univariate Time Series

2021 International Joint Conference on Neural Networks (IJCNN)

Silvestre Gabriel DALFORNO; Dos Santos Moises ROCHA; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9781665439008