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
2024	Livro	Ciência de Dados ? Fundamentos e Aplicações André Carlos Ponce De Leon Ferreira De CARVALHO; Menezes Angelo G; Robson Parmezan BONIDIA — ISBN 9788521638759	PS General Computer Science
2024	Trabalho em evento	Efficient Parameter Mining and Freezing for Continual Object Detection Menezes ANGELO; Peterlevitz AUGUSTO; Chinelatto MATEUS; André Carlos Ponce De Leon Ferreira De CARVALHO 19th International Conference on Computer Vision Theory and Applications DOI 10.5220/0012362300003660 ISBN 9789897586798	PS General Computer Science
2024	Trabalho em evento	UlyssesNERQ: Expanding Queries from Brazilian Portuguese Legislative Documents through Named Entity Recognition Hidelberg O ALBUQUERQUE; Ellen SOUZA; Tainan SILVA; Rafael P GOUVEIA; Flavio JUNIOR et al 16th International Conference on Computational Processing of Portuguese ISBN 352	PS General Computer Science
2024	Trabalho em evento	Natural Language Processing Application in Legislative Activity: a Case Study of Similar Amendments in the Brazilian Senate Diany PRESSATO; Flávio Rocha JUNIOR; Felipe Alves SIQUEIRA; Ellen SOUZA; Nádia F F Da SILVA et al 16th International Conference on Computational Processing of Portuguese	PS General Computer Science
2024	Trabalho em evento	Breaking Barriers: Democratizing Machine Learning for RNA-Protein Interaction Prediction in Life Sciences Florentino Bruno R; Bonidia Robson P; André Carlos Ponce De Leon Ferreira De CARVALHO Anais Estendidos do Simpósio Brasileiro de Computação Aplicada à Saúde DOI 10.5753/sbcas_estendido.2024.2238	LS Biochemistry; Genetics and Molecular Biology (miscellaneous)
2024	Trabalho em evento	BioAutoML: Democratizing Machine Learning in Life Sciences Bonidia Robson PARMEZAN; André Carlos Ponce De Leon Ferreira De CARVALHO Anais Estendidos do Simpósio Brasileiro de Computação Aplicada à Saúde DOI 10.5753/sbcas_estendido.2024.2184	LS Biochemistry; Genetics and Molecular Biology (miscellaneous)
2024	Trabalho em evento	RoBERTaLexPT: A Legal RoBERTa Model pretrained with deduplication for Portuguese Eduardo A S GARCIA; Nádia F F Da SILVA; Felipe Alves SIQUEIRA; Hidelberg O ALBUQUERQUE; Juliana GOMES et al 16th International Conference on Computational Processing of Portuguese	PS General Computer Science
2024	Trabalho em evento	Um Farol para Criação e Avaliação de Cursos de Ciência de Dados: Os Referenciais Curriculares da SBC Brayner ANGELO; André Carlos Ponce De Leon Ferreira De CARVALHO; Ruiz Duncan Dubugras A; Eduardo OGASAWARA Simpósio Brasileiro de Educação em Computação DOI 10.5753/educomp.2024.237484	SH Education
2024	Trabalho em evento	Efficient online tree; rule-based; and distance-based algorithms Mastelini Saulo MARTIELLO; André Carlos Ponce De Leon Ferreira De CARVALHO Concurso de Teses e Dissertações DOI 10.5753/ctd.2024.1859	PS Computational Theory and Mathematics
2024	Trabalho em evento	Enhancing Algorithm Performance Understanding through tsMorph: Generating Semi-Synthetic Time Series for Robust Forecasting Evaluation Dos Santos Moises ROCHA; André Carlos Ponce De Leon Ferreira De CARVALHO; Carlos SOARES First Multimodal; Affective and Interactive eXplainable AI Workshop (MAI-XAI24 2024) ISBN 1613-0073	PS Artificial Intelligence
2024	Trabalho em evento	ProtoAL: Interpretable deep active learning with prototypes for medical imaging Santos Iury B A; André Carlos Ponce De Leon Ferreira De CARVALHO First Workshop on Explainable Artificial Intelligence for the Medical Domain (EXPLIMED 2024) co-located with 27th European Conference on Artificial Intelligence (ECAI 2024)	PS Artificial Intelligence
2024	Trabalho em evento	Vulnerabilities and natural disasters: an overview of brazilian municipalities to cope with climate change risks Luísa PASETO; Márcia Regina Martins Martinez CORSO; André Carlos Ponce De Leon Ferreira De CARVALHO XVIII International Seminars Overarching Issues of the European Area ISBN 4	PS Management; Monitoring; Policy and Law
2024	Artigo em periódico	SWINN: Efficient nearest neighbor search in sliding windows using graphs Mastelini Saulo MARTIELLO; Veloso BRUNO; Halford MAX; André Carlos Ponce De Leon Ferreira De CARVALHO; João GAMA Information Fusion DOI 10.1016/j.inffus.2023.101979 ISSN 1566-2535	SH Information Systems and Management
2024	Artigo em periódico	Better trees: an empirical study on hyperparameter tuning of classification decision tree induction algorithms Gomes Mantovani RAFAEL; Horváth TOMÁ; Rossi André L D; Cerri RICARDO; Barbon Junior SYLVIO et al DATA MINING AND KNOWLEDGE DISCOVERY DOI 10.1007/s10618-024-01002-5 ISSN 1384-5810	PS General Computer Science
2024	Artigo em periódico	A review on preprocessing algorithm selection with meta-learning Pio Pedro B; Rivolli ADRIANO; André Carlos Ponce De Leon Ferreira De CARVALHO; Garcia Luís P F KNOWLEDGE AND INFORMATION SYSTEMS DOI 10.1007/s10115-023-01970-y ISSN 0219-1377	PS Information Systems
2024	Artigo em periódico	Multi-source data ensemble for energy price trend forecasting De Castilho Braz Douglas DONIZETI; Dos Santos Moisés ROCHA; De Paula Marcos Basile SAVIANO; Da Silva Filho DONATO; Guarnier EWERTON et al ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE DOI 10.1016/j.engappai.2024.108125 ISSN 0952-1976	SH Accounting
2024	Artigo em periódico	How to balance financial returns with metalearning for trend prediction Alvaro Valentim Pereira De Menezes BANDEIRA; Gabriel Monteiro FERRACIOLI; Santos Moises R; André Carlos Ponce De Leon Ferreira De CARVALHO Journal of Information and Data Management - JIDM DOI 10.5753/jidm.2024.3371 ISSN 2178-7107	SH General Business; Management and Accounting
2024	Artigo em periódico	Empirical Comparison of EEG Signal Classification Techniques through Genetic Programming-based AutoML: An Extended Study Icaro M MIRANDA; Claus ARANHA; André Carlos Ponce De Leon Ferreira De CARVALHO; Luís P F GARCIA Journal of Information and Data Management - JIDM DOI 10.5753/jidm.2024.3369 ISSN 2178-7107	PS General Computer Science
2024	Artigo em periódico	Two Meta-learning approaches for noise filter algorithm recommendation Pio Pedro B; Adriano RIVOLLI; André Carlos Ponce De Leon Ferreira De CARVALHO; Garcia Luis Paulo F Journal of Information and Data Management - JIDM DOI 10.5753/jidm.2024.3365 ISSN 2178-7107	PS General Computer Science
2024	Artigo em periódico	BioDeepfuse: a hybrid deep learning approach with integrated feature extraction techniques for enhanced non-coding RNA classification Avila Santos Anderson P; De Almeida Breno L S; Bonidia Robson P; Stadler Peter F; Stefanic POLONCA et al RNA Biology DOI 10.1080/15476286.2024.2329451 ISSN 1547-6286	LS Biochemistry; Genetics and Molecular Biology (miscellaneous)
2024	Artigo em periódico	Forecasting financial market structure from network features using machine learning Castilho DOUGLAS; Souza Thársis T P; Kang Soong MOON; João GAMA; André Carlos Ponce De Leon Ferreira De CARVALHO KNOWLEDGE AND INFORMATION SYSTEMS DOI 10.1007/s10115-024-02095-6 ISSN 0219-1377	PS Computer Science Applications
2024	Artigo em periódico	Artificial intelligence and radiomics in the diagnosis of intraosseous lesions of the gnathic bones: <scp>A</scp> systematic review Daniela Giraldo ROLDAN; Matheus Henrique De Cerqueira PINTO; André Carlos Ponce De Leon Ferreira De CARVALHO; Santos Silva Alan ROGER; Marcio LOPES et al JOURNAL OF ORAL PATHOLOGY & MEDICINE DOI 10.1111/jop.13548 ISSN 0904-2512	HS General Dentistry
2024	Artigo em periódico	BioPrediction-RPI: Democratizing the prediction of interaction between non-coding RNA and protein with end-to-end machine learning Florentino Bruno RAFAEL; Parmezan Bonidia ROBSON; Sanches Natan HENRIQUE; Da Rocha Ulisses N; André Carlos Ponce De Leon Ferreira De CARVALHO COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL DOI 10.1016/j.csbj.2024.05.031 ISSN 2001-0370	LS Biochemistry; Genetics and Molecular Biology (miscellaneous)
2024	Artigo em periódico	CONVNEXT FOR THE CLASSIFICATION OF ORAL POTENTIALLY MALIGNANT DISORDERS AND SQUAMOUS CELL CARCINOMA Araujo Anna Luiza DAMACENO; De Souza Eduardo Santos CARLOS; Saldivia Siracusa CRISTINA; Lopes Marcio AJUDARTE; André Carlos Ponce De Leon Ferreira De CARVALHO et al Oral Surgery Oral Medicine Oral Pathology Oral Radiology DOI 10.1016/j.oooo.2023.12.694 ISSN 2212-4403	PS Computer Vision and Pattern Recognition
2024	Artigo em periódico	Inteligência artificial; urbanização e cidades Márcia Regina Martins Martinez CORSO; Luísa PASETO; André Carlos Ponce De Leon Ferreira De CARVALHO REVISTA USP ISSN 0103-9989	SH General Social Sciences

2024 Livro

PS General Computer Science

Ciência de Dados ? Fundamentos e Aplicações

—

André Carlos Ponce De Leon Ferreira De CARVALHO; Menezes Angelo G; Robson Parmezan BONIDIA

ISBN 9788521638759

2024 Trabalho em evento

PS General Computer Science

Efficient Parameter Mining and Freezing for Continual Object Detection

19th International Conference on Computer Vision Theory and Applications

Menezes ANGELO; Peterlevitz AUGUSTO; Chinelatto MATEUS; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISBN 9789897586798

2024 Trabalho em evento

PS General Computer Science

UlyssesNERQ: Expanding Queries from Brazilian Portuguese Legislative Documents through Named Entity Recognition

16th International Conference on Computational Processing of Portuguese

Hidelberg O ALBUQUERQUE; Ellen SOUZA; Tainan SILVA; Rafael P GOUVEIA; Flavio JUNIOR et al

ISBN 352

2024 Trabalho em evento

PS General Computer Science

Natural Language Processing Application in Legislative Activity: a Case Study of Similar Amendments in the Brazilian Senate

16th International Conference on Computational Processing of Portuguese

Diany PRESSATO; Flávio Rocha JUNIOR; Felipe Alves SIQUEIRA; Ellen SOUZA; Nádia F F Da SILVA et al

2024 Trabalho em evento

LS Biochemistry; Genetics and Molecular Biology (miscellaneous)

Breaking Barriers: Democratizing Machine Learning for RNA-Protein Interaction Prediction in Life Sciences

Anais Estendidos do Simpósio Brasileiro de Computação Aplicada à Saúde

Florentino Bruno R; Bonidia Robson P; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI

2024 Trabalho em evento

LS Biochemistry; Genetics and Molecular Biology (miscellaneous)

BioAutoML: Democratizing Machine Learning in Life Sciences

Anais Estendidos do Simpósio Brasileiro de Computação Aplicada à Saúde

Bonidia Robson PARMEZAN; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI

2024 Trabalho em evento

PS General Computer Science

RoBERTaLexPT: A Legal RoBERTa Model pretrained with deduplication for Portuguese

16th International Conference on Computational Processing of Portuguese

Eduardo A S GARCIA; Nádia F F Da SILVA; Felipe Alves SIQUEIRA; Hidelberg O ALBUQUERQUE; Juliana GOMES et al

2024 Trabalho em evento

SH Education

Um Farol para Criação e Avaliação de Cursos de Ciência de Dados: Os Referenciais Curriculares da SBC

Simpósio Brasileiro de Educação em Computação

Brayner ANGELO; André Carlos Ponce De Leon Ferreira De CARVALHO; Ruiz Duncan Dubugras A; Eduardo OGASAWARA

DOI

2024 Trabalho em evento

PS Computational Theory and Mathematics

Efficient online tree; rule-based; and distance-based algorithms

Concurso de Teses e Dissertações

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

DOI

2024 Trabalho em evento

PS Artificial Intelligence

Enhancing Algorithm Performance Understanding through tsMorph: Generating Semi-Synthetic Time Series for Robust Forecasting Evaluation

First Multimodal; Affective and Interactive eXplainable AI Workshop (MAI-XAI24 2024)

Dos Santos Moises ROCHA; André Carlos Ponce De Leon Ferreira De CARVALHO; Carlos SOARES

ISBN 1613-0073

2024 Trabalho em evento

PS Artificial Intelligence

ProtoAL: Interpretable deep active learning with prototypes for medical imaging

First Workshop on Explainable Artificial Intelligence for the Medical Domain (EXPLIMED 2024) co-located with 27th European Conference on Artificial Intelligence (ECAI 2024)

Santos Iury B A; André Carlos Ponce De Leon Ferreira De CARVALHO

2024 Trabalho em evento

PS Management; Monitoring; Policy and Law

Vulnerabilities and natural disasters: an overview of brazilian municipalities to cope with climate change risks

XVIII International Seminars Overarching Issues of the European Area

Luísa PASETO; Márcia Regina Martins Martinez CORSO; André Carlos Ponce De Leon Ferreira De CARVALHO

ISBN 4

2024 Artigo em periódico

SH Information Systems and Management

SWINN: Efficient nearest neighbor search in sliding windows using graphs

Information Fusion

Mastelini Saulo MARTIELLO; Veloso BRUNO; Halford MAX; André Carlos Ponce De Leon Ferreira De CARVALHO; João GAMA

DOI ISSN 1566-2535

2024 Artigo em periódico

PS General Computer Science

Better trees: an empirical study on hyperparameter tuning of classification decision tree induction algorithms

DATA MINING AND KNOWLEDGE DISCOVERY

Gomes Mantovani RAFAEL; Horváth TOMÁ; Rossi André L D; Cerri RICARDO; Barbon Junior SYLVIO et al

DOI ISSN 1384-5810

2024 Artigo em periódico

PS Information Systems

A review on preprocessing algorithm selection with meta-learning

KNOWLEDGE AND INFORMATION SYSTEMS

Pio Pedro B; Rivolli ADRIANO; André Carlos Ponce De Leon Ferreira De CARVALHO; Garcia Luís P F

DOI ISSN 0219-1377

2024 Artigo em periódico

SH Accounting

Multi-source data ensemble for energy price trend forecasting

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

De Castilho Braz Douglas DONIZETI; Dos Santos Moisés ROCHA; De Paula Marcos Basile SAVIANO; Da Silva Filho DONATO; Guarnier EWERTON et al

DOI ISSN 0952-1976

2024 Artigo em periódico

SH General Business; Management and Accounting

How to balance financial returns with metalearning for trend prediction

Journal of Information and Data Management - JIDM

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

DOI ISSN 2178-7107

2024 Artigo em periódico

PS General Computer Science

Empirical Comparison of EEG Signal Classification Techniques through Genetic Programming-based AutoML: An Extended Study

Journal of Information and Data Management - JIDM

Icaro M MIRANDA; Claus ARANHA; André Carlos Ponce De Leon Ferreira De CARVALHO; Luís P F GARCIA

DOI ISSN 2178-7107

2024 Artigo em periódico

PS General Computer Science

Two Meta-learning approaches for noise filter algorithm recommendation

Journal of Information and Data Management - JIDM

Pio Pedro B; Adriano RIVOLLI; André Carlos Ponce De Leon Ferreira De CARVALHO; Garcia Luis Paulo F

DOI ISSN 2178-7107

2024 Artigo em periódico

LS Biochemistry; Genetics and Molecular Biology (miscellaneous)

BioDeepfuse: a hybrid deep learning approach with integrated feature extraction techniques for enhanced non-coding RNA classification

RNA Biology

Avila Santos Anderson P; De Almeida Breno L S; Bonidia Robson P; Stadler Peter F; Stefanic POLONCA et al

DOI ISSN 1547-6286

2024 Artigo em periódico

PS Computer Science Applications

Forecasting financial market structure from network features using machine learning

KNOWLEDGE AND INFORMATION SYSTEMS

Castilho DOUGLAS; Souza Thársis T P; Kang Soong MOON; João GAMA; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 0219-1377

2024 Artigo em periódico

HS General Dentistry

Artificial intelligence and radiomics in the diagnosis of intraosseous lesions of the gnathic bones: <scp>A</scp> systematic review

JOURNAL OF ORAL PATHOLOGY & MEDICINE

Daniela Giraldo ROLDAN; Matheus Henrique De Cerqueira PINTO; André Carlos Ponce De Leon Ferreira De CARVALHO; Santos Silva Alan ROGER; Marcio LOPES et al

DOI ISSN 0904-2512

2024 Artigo em periódico

LS Biochemistry; Genetics and Molecular Biology (miscellaneous)

BioPrediction-RPI: Democratizing the prediction of interaction between non-coding RNA and protein with end-to-end machine learning

COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL

Florentino Bruno RAFAEL; Parmezan Bonidia ROBSON; Sanches Natan HENRIQUE; Da Rocha Ulisses N; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 2001-0370

2024 Artigo em periódico

PS Computer Vision and Pattern Recognition

CONVNEXT FOR THE CLASSIFICATION OF ORAL POTENTIALLY MALIGNANT DISORDERS AND SQUAMOUS CELL CARCINOMA

Oral Surgery Oral Medicine Oral Pathology Oral Radiology

Araujo Anna Luiza DAMACENO; De Souza Eduardo Santos CARLOS; Saldivia Siracusa CRISTINA; Lopes Marcio AJUDARTE; André Carlos Ponce De Leon Ferreira De CARVALHO et al

DOI ISSN 2212-4403

2024 Artigo em periódico

SH General Social Sciences

Inteligência artificial; urbanização e cidades

REVISTA USP

Márcia Regina Martins Martinez CORSO; Luísa PASETO; André Carlos Ponce De Leon Ferreira De CARVALHO

ISSN 0103-9989