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
2026	Artigo em periódico	A literature review on automated machine learning Alcobaça EDESIO; André Carlos Ponce De Leon Ferreira De CARVALHO ARTIFICIAL INTELLIGENCE REVIEW (DORDRECHT. ONLINE) DOI 10.1007/s10462-025-11397-2 ISSN 1573-7462	PS Artificial Intelligence
2026	Artigo em periódico	EffiSegNet: Advances in Automated Segmentation of Actinic Cheilitis and Lip Squamous Cell Carcinoma in Clinical Photographs Soares Vitor Simbalista TEIXEIRA; Araújo Anna Luíza DAMACENO; Correianeto Ivan JOSÉ; Saldiviasiracusa CRISTINA; Sá Raísa Sales DE et al JOURNAL OF ORAL PATHOLOGY & MEDICINE DOI 10.1111/jop.70176 ISSN 0904-2512	HS Pathology and Forensic Medicine
2026	Artigo em periódico	Accessibility in proteins and RNAs interactions prediction with machine learning: are we overlooking non-experts? Florentino Bruno R; Bonidia Robson P; André Carlos Ponce De Leon Ferreira De CARVALHO BRIEFINGS IN BIOINFORMATICS DOI 10.1093/bib/bbag226 ISSN 1467-5463	PS Artificial Intelligence
2026	Artigo em periódico	Model interpretation using improved local regression with variable importance Shimizu Gilson YUUJI; Rafael IZBICKI; Zagatti Fernando REZENDE; Lopes Filipe LOYOLA; Regino André GOMES et al JOURNAL OF THE BRAZILIAN COMPUTER SOCIETY (ONLINE) DOI 10.5753/jbcs.2026.6073 ISSN 1678-4804	SH Management Science and Operations Research
2026	Artigo em periódico	Data augmentation in multimodal frameworks: a survey Fileti DAVI; Basgalupp MÁRCIO; João GAMA; André Carlos Ponce De Leon Ferreira De CARVALHO ARTIFICIAL INTELLIGENCE REVIEW (DORDRECHT. ONLINE) DOI 10.1007/s10462-026-11648-w ISSN 1573-7462	PS Computer Vision and Pattern Recognition
2026	Artigo em periódico	Comparative analysis of data sampling techniques for legal text classification in real-world scenarios Freire Daniela L; Da Silva Leandro O; S Dias Márcio DE; De Almeida Alex M G; Rivolli ADRIANO et al LOGIC JOURNAL OF THE IGPL DOI 10.1093/jigpal/jzaf044 ISSN 1367-0751	PS Computer Science Applications
2025	Livro	Inteligência Artificial - Uma Abordagem de Aprendizado de Máquina Katti FACELI; Ana Carolina LORENA; João GAMA; Tiago ALMEIDA; André Carlos Ponce De Leon Ferreira De CARVALHO — ISBN 9788521639206	PS Artificial Intelligence
2025	Trabalho em evento	Techniques for Dealing with Imbalanced Data: A Systematic Literature Review Silva Leandro O DA; Freire Daniela L; Basgalupp Márcio P; André Carlos Ponce De Leon Ferreira De CARVALHO Simpósio Brasileiro de Tecnologia da Informação e da Linguagem Humana DOI 10.5753/stil.2025.37843	SH Statistics; Probability and Uncertainty
2025	Artigo em periódico	A convolutional neural network framework with ConvNeXt and Grad-CAM for classification of oral potentially malignant disorders and oral squamous cell carcinoma Saldivia Siracusa C; Barros Da Silva AV; Santos Carlos De Souza E; Mariano Pedros C; Damaceno Araujo AL et al Oral Surgery Oral Medicine Oral Pathology Oral Radiology DOI 10.1016/j.oooo.2024.10.234 ISSN 2212-4403	PS Computer Vision and Pattern Recognition
2025	Artigo em periódico	Identifying biomarkers and trajectories of executive functions and language development in the first 3 years of life: Design; methods; and findings of the Germina cohort study Fatori DANIEL; Shephard ELIZABETH; Benette DANILO; Naspolini Nathalia FERRAZZO; Guzman Grover CASTRO et al DEVELOPMENT AND PSYCHOPATHOLOGY DOI 10.1017/S0954579425000069 ISSN 0954-5794	SH Developmental and Educational Psychology
2025	Artigo em periódico	Exclusive breastfeeding is associated with the gut microbiome maturation in infants according to delivery mode Naspolini Nathalia F; Schüroff Paulo A; Vanzele Pedro A R; Pereira Santos DAVI; Valim Tamires AMABILI et al Gut Microbes DOI 10.1080/19490976.2025.2493900 ISSN 1949-0976	LS Microbiology
2025	Artigo em periódico	Automated classification of oral potentially malignant disorders and oral squamous cell carcinoma using a convolutional neural network framework: a cross-sectional study Saldivia Siracusa CRISTINA; Carlos De Souza Eduardo SANTOS; Barros Da Silva Arnaldo VITOR; Damaceno Araújo Anna LUÍZA; Pedroso Caíque MARIANO et al Lancet Regional Health-Americas DOI 10.1016/j.lana.2025.101138 ISSN 2667-193X	PS Computer Vision and Pattern Recognition
2025	Artigo em periódico	Building a relevance feedback corpus for legal information retrieval in the real-case scenario of the Brazilian Chamber of Deputies Vitório DOUGLAS; Souza ELLEN; Martins LUCAS; Da Silva Nádia F F; André Carlos Ponce De Leon Ferreira De CARVALHO et al Language Resources and Evaluation DOI 10.1007/s10579-024-09767-3 ISSN 1574-020X	PS Information Systems
2025	Artigo em periódico	Ulysses Tesemõ: a new large corpus for Brazilian legal and governmental domain Siqueira Felipe A; Vitório DOUGLAS; Souza ELLEN; Santos José A P; Albuquerque Hidelberg O et al Language Resources and Evaluation DOI 10.1007/s10579-024-09762-8 ISSN 1574-020X	SH Language and Linguistics
2025	Artigo em periódico	Efficient online tree; rule-based and distance-based algorithms Mastelini Saulo MARTIELLO; André Carlos Ponce De Leon Ferreira De CARVALHO JOURNAL OF THE BRAZILIAN COMPUTER SOCIETY (ONLINE) DOI 10.5753/jbcs.2025.5117 ISSN 1678-4804	PS Software
2025	Artigo em periódico	Integrating comparative genomics and risk classification by assessing virulence; antimicrobial resistance; and plasmid spread in microbial communities with gSpreadComp Kasmanas Jonas COELHO; Magnúsdóttir STEFANÍA; Zhang JUNYA; Smalla KORNELIA; Schloter MICHAEL et al GigaScience DOI 10.1093/gigascience/giaf072 ISSN 2047-217X	LS Molecular Biology
2025	Artigo em periódico	BM25 x Vila Sésamo: avaliando modelos Sentence-BERT para Recuperação de Informação no cenário legislativo brasileiro Vitório DOUGLAS; Souza ELLEN; Dos Santos José ANTÔNIO; André Carlos Ponce De Leon Ferreira De CARVALHO; Oliveira Adriano L I et al LINGUAMÁTICA (BRAGA) DOI 10.21814/lm.17.1.474 ISSN 1647-0818	PS Computer Science Applications
2025	Artigo em periódico	METAFORE: algorithm selection for decomposition-based forecasting combinations Santos MOISÉS; André Carlos Ponce De Leon Ferreira De CARVALHO; Soares CARLOS International Journal Of Data Science And Analytics DOI 10.1007/s41060-024-00569-y ISSN 2364-415X	SH Management Science and Operations Research
2025	Artigo em periódico	MON-025 Diagnostic Utility Of Machine Learning In Central Adrenal Insufficiency Due To Pituitary Disorders Rechia Bitencourt MARIANA; Costa Araújo FERNANDO; Peixoto Biscotto ISABELA; Do Nascimento Victor H; André Carlos Ponce De Leon Ferreira De CARVALHO et al Journal Of The Endocrine Society DOI 10.1210/jendso/bvaf149.1357 ISSN 2472-1972	HS Endocrinology; Diabetes and Metabolism
2025	Artigo em periódico	Democratising Artificial Intelligence for Pandemic Preparedness and Global Governance in Latin American and Caribbean Countries Rocha ULISSES; Bonidia ROBSON; Kong Jude DZEVELA; Dauhajre MARIANA; Struchiner CLAUDIO et al Microbial Biotechnology (Online) DOI 10.1111/1751-7915.70256 ISSN 1751-7915	PS Artificial Intelligence
2025	Artigo em periódico	Comparative analysis of traditional and Gaussian Analytical Hierarchy Process (AHP) methods for landslide susceptibility assessment Marques Carvalho RÔMULO; André Carlos Ponce De Leon Ferreira De CARVALHO; Escobar Silva Elton VICENTE; Quevedo Renata PACHECO; De Almeida Cláudia MARIA et al Scientific Reports DOI 10.1038/s41598-025-22136-6 ISSN 2045-2322	PS Earth-Surface Processes
2024	Capítulo de livro	Applying LSTM Recurrent Neural Networks to Predict Revenue Cardoso Luis Eduardo PELIN; André Carlos Ponce De Leon Ferreira De CARVALHO; Quiles Marcos G Lecture Notes in Computer Science DOI 10.1007/978-3-031-64608-9_13 ISBN 9783031646072	PS General Computer Science
2024	Capítulo de livro	Enhancing Explainability in Oral Cancer Detection with Grad-CAM Visualizations Da Silva Arnaldo V BARROS; Saldivia Siracusa CRISTINA; De Souza Eduardo Santos CARLOS; Araújo Anna Luíza DAMACENO; Lopes Marcio AJUDARTE et al Lecture Notes in Computer Science DOI 10.1007/978-3-031-64605-8_11 ISBN 9783031646041	PS General Computer Science
2024	Capítulo de livro	Towards Automated Classification of Repetitive Themes in Brazilian Courts with LegalClass Freire Daniela L; De Almeida Alex M G; Dias Márcio De S; Rivolli ADRIANO; Pereira Fabíola S F et al Lecture Notes in Networks and Systems DOI 10.1007/978-3-031-54256-5_23 ISBN 9783031542558	PS General Computer Science
2024	Capítulo de livro	LegalSum: Towards Tool for Evaluation for Extractive Summarization of Brazilian Lawsuits Freire Daniela L; De Almeida Alex M G; Dias Márcio De S; Rivolli ADRIANO; Pereira Fabíola S F et al Lecture Notes in Networks and Systems DOI 10.1007/978-3-031-54256-5_24 ISBN 9783031542558	PS General Computer Science

2026 Artigo em periódico

PS Artificial Intelligence

A literature review on automated machine learning

ARTIFICIAL INTELLIGENCE REVIEW (DORDRECHT. ONLINE)

Alcobaça EDESIO; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 1573-7462

2026 Artigo em periódico

HS Pathology and Forensic Medicine

EffiSegNet: Advances in Automated Segmentation of Actinic Cheilitis and Lip Squamous Cell Carcinoma in Clinical Photographs

JOURNAL OF ORAL PATHOLOGY & MEDICINE

Soares Vitor Simbalista TEIXEIRA; Araújo Anna Luíza DAMACENO; Correianeto Ivan JOSÉ; Saldiviasiracusa CRISTINA; Sá Raísa Sales DE et al

DOI ISSN 0904-2512

2026 Artigo em periódico

PS Artificial Intelligence

Accessibility in proteins and RNAs interactions prediction with machine learning: are we overlooking non-experts?

BRIEFINGS IN BIOINFORMATICS

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

DOI ISSN 1467-5463

2026 Artigo em periódico

SH Management Science and Operations Research

Model interpretation using improved local regression with variable importance

JOURNAL OF THE BRAZILIAN COMPUTER SOCIETY (ONLINE)

Shimizu Gilson YUUJI; Rafael IZBICKI; Zagatti Fernando REZENDE; Lopes Filipe LOYOLA; Regino André GOMES et al

DOI ISSN 1678-4804

2026 Artigo em periódico

PS Computer Vision and Pattern Recognition

Data augmentation in multimodal frameworks: a survey

ARTIFICIAL INTELLIGENCE REVIEW (DORDRECHT. ONLINE)

Fileti DAVI; Basgalupp MÁRCIO; João GAMA; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI ISSN 1573-7462

2026 Artigo em periódico

PS Computer Science Applications

Comparative analysis of data sampling techniques for legal text classification in real-world scenarios

LOGIC JOURNAL OF THE IGPL

Freire Daniela L; Da Silva Leandro O; S Dias Márcio DE; De Almeida Alex M G; Rivolli ADRIANO et al

DOI ISSN 1367-0751

2025 Livro

PS Artificial Intelligence

Inteligência Artificial - Uma Abordagem de Aprendizado de Máquina

—

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

ISBN 9788521639206

2025 Trabalho em evento

SH Statistics; Probability and Uncertainty

Techniques for Dealing with Imbalanced Data: A Systematic Literature Review

Simpósio Brasileiro de Tecnologia da Informação e da Linguagem Humana

Silva Leandro O DA; Freire Daniela L; Basgalupp Márcio P; André Carlos Ponce De Leon Ferreira De CARVALHO

DOI

2025 Artigo em periódico

PS Computer Vision and Pattern Recognition

A convolutional neural network framework with ConvNeXt and Grad-CAM for classification of oral potentially malignant disorders and oral squamous cell carcinoma

Oral Surgery Oral Medicine Oral Pathology Oral Radiology

Saldivia Siracusa C; Barros Da Silva AV; Santos Carlos De Souza E; Mariano Pedros C; Damaceno Araujo AL et al

DOI ISSN 2212-4403

2025 Artigo em periódico

SH Developmental and Educational Psychology

Identifying biomarkers and trajectories of executive functions and language development in the first 3 years of life: Design; methods; and findings of the Germina cohort study

DEVELOPMENT AND PSYCHOPATHOLOGY

Fatori DANIEL; Shephard ELIZABETH; Benette DANILO; Naspolini Nathalia FERRAZZO; Guzman Grover CASTRO et al

DOI ISSN 0954-5794

2025 Artigo em periódico

LS Microbiology

Exclusive breastfeeding is associated with the gut microbiome maturation in infants according to delivery mode

Gut Microbes

Naspolini Nathalia F; Schüroff Paulo A; Vanzele Pedro A R; Pereira Santos DAVI; Valim Tamires AMABILI et al

DOI ISSN 1949-0976

2025 Artigo em periódico

PS Computer Vision and Pattern Recognition

Automated classification of oral potentially malignant disorders and oral squamous cell carcinoma using a convolutional neural network framework: a cross-sectional study

Lancet Regional Health-Americas

Saldivia Siracusa CRISTINA; Carlos De Souza Eduardo SANTOS; Barros Da Silva Arnaldo VITOR; Damaceno Araújo Anna LUÍZA; Pedroso Caíque MARIANO et al

DOI ISSN 2667-193X

2025 Artigo em periódico

PS Information Systems

Building a relevance feedback corpus for legal information retrieval in the real-case scenario of the Brazilian Chamber of Deputies

Language Resources and Evaluation

Vitório DOUGLAS; Souza ELLEN; Martins LUCAS; Da Silva Nádia F F; André Carlos Ponce De Leon Ferreira De CARVALHO et al

DOI ISSN 1574-020X

2025 Artigo em periódico

SH Language and Linguistics

Ulysses Tesemõ: a new large corpus for Brazilian legal and governmental domain

Language Resources and Evaluation

Siqueira Felipe A; Vitório DOUGLAS; Souza ELLEN; Santos José A P; Albuquerque Hidelberg O et al

DOI ISSN 1574-020X

2025 Artigo em periódico

PS Software

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

JOURNAL OF THE BRAZILIAN COMPUTER SOCIETY (ONLINE)

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

DOI ISSN 1678-4804

2025 Artigo em periódico

LS Molecular Biology

Integrating comparative genomics and risk classification by assessing virulence; antimicrobial resistance; and plasmid spread in microbial communities with gSpreadComp

GigaScience

Kasmanas Jonas COELHO; Magnúsdóttir STEFANÍA; Zhang JUNYA; Smalla KORNELIA; Schloter MICHAEL et al

DOI ISSN 2047-217X

2025 Artigo em periódico

PS Computer Science Applications

BM25 x Vila Sésamo: avaliando modelos Sentence-BERT para Recuperação de Informação no cenário legislativo brasileiro

LINGUAMÁTICA (BRAGA)

Vitório DOUGLAS; Souza ELLEN; Dos Santos José ANTÔNIO; André Carlos Ponce De Leon Ferreira De CARVALHO; Oliveira Adriano L I et al

DOI ISSN 1647-0818

2025 Artigo em periódico

SH Management Science and Operations Research

METAFORE: algorithm selection for decomposition-based forecasting combinations

International Journal Of Data Science And Analytics

Santos MOISÉS; André Carlos Ponce De Leon Ferreira De CARVALHO; Soares CARLOS

DOI ISSN 2364-415X

2025 Artigo em periódico

HS Endocrinology; Diabetes and Metabolism

MON-025 Diagnostic Utility Of Machine Learning In Central Adrenal Insufficiency Due To Pituitary Disorders

Journal Of The Endocrine Society

Rechia Bitencourt MARIANA; Costa Araújo FERNANDO; Peixoto Biscotto ISABELA; Do Nascimento Victor H; André Carlos Ponce De Leon Ferreira De CARVALHO et al

DOI ISSN 2472-1972

2025 Artigo em periódico

PS Artificial Intelligence

Democratising Artificial Intelligence for Pandemic Preparedness and Global Governance in Latin American and Caribbean Countries

Microbial Biotechnology (Online)

Rocha ULISSES; Bonidia ROBSON; Kong Jude DZEVELA; Dauhajre MARIANA; Struchiner CLAUDIO et al

DOI ISSN 1751-7915

2025 Artigo em periódico

PS Earth-Surface Processes

Comparative analysis of traditional and Gaussian Analytical Hierarchy Process (AHP) methods for landslide susceptibility assessment

Scientific Reports

Marques Carvalho RÔMULO; André Carlos Ponce De Leon Ferreira De CARVALHO; Escobar Silva Elton VICENTE; Quevedo Renata PACHECO; De Almeida Cláudia MARIA et al

DOI ISSN 2045-2322

2024 Capítulo de livro

PS General Computer Science

Applying LSTM Recurrent Neural Networks to Predict Revenue

Lecture Notes in Computer Science

Cardoso Luis Eduardo PELIN; André Carlos Ponce De Leon Ferreira De CARVALHO; Quiles Marcos G

DOI ISBN 9783031646072

2024 Capítulo de livro

PS General Computer Science

Enhancing Explainability in Oral Cancer Detection with Grad-CAM Visualizations

Lecture Notes in Computer Science

Da Silva Arnaldo V BARROS; Saldivia Siracusa CRISTINA; De Souza Eduardo Santos CARLOS; Araújo Anna Luíza DAMACENO; Lopes Marcio AJUDARTE et al

DOI ISBN 9783031646041

2024 Capítulo de livro

PS General Computer Science

Towards Automated Classification of Repetitive Themes in Brazilian Courts with LegalClass

Lecture Notes in Networks and Systems

Freire Daniela L; De Almeida Alex M G; Dias Márcio De S; Rivolli ADRIANO; Pereira Fabíola S F et al

DOI ISBN 9783031542558

2024 Capítulo de livro

PS General Computer Science

LegalSum: Towards Tool for Evaluation for Extractive Summarization of Brazilian Lawsuits

Lecture Notes in Networks and Systems

Freire Daniela L; De Almeida Alex M G; Dias Márcio De S; Rivolli ADRIANO; Pereira Fabíola S F et al

DOI ISBN 9783031542558