Jacques Wainer

Dados pessoais

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: 175

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
Ana Maria MONTEIRO		Ciências Exatas e da Terra	Ciência da Computação
Jair De Jesus MARI		Ciências da Saúde	Medicina
Leliane Nunes De BARROS		Ciências Exatas e da Terra	Ciência da Computação
Rodolfo Jardim De AZEVEDO		Ciências Exatas e da Terra	Ciência da Computação
Vania Paula De Almeida NERIS		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 → 5

Mapa de calor das categorias ASJC por ano
Categoria ASJC	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	2023	2024	2026
1706 · Computer Science Applications	0	3	2	1	0	1	1	2	1	2	4	4	3	1	2	5	0	1	0	2	0	0	1	0	0	1	0	0	0	1	1	1
1702 · Artificial Intelligence	1	0	0	1	2	2	2	3	2	0	2	0	1	1	1	3	0	1	0	0	1	0	0	0	0	0	0	0	2	1	0	0
1803 · Management Science and Operations Research	0	0	0	0	0	0	0	1	0	0	4	1	2	2	4	1	1	0	1	0	1	0	1	0	0	0	0	0	1	0	0	0
1701 · Computer Science (miscellaneous)	0	0	0	0	0	0	1	0	0	0	1	2	0	1	2	0	3	0	1	1	2	0	0	0	0	0	0	0	0	0	0	0
1707 · Computer Vision and Pattern Recognition	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	1	0	0	2	1	2	0	1	2	0	0	0	0
1705 · Computer Networks and Communications	0	0	0	0	0	1	1	1	0	1	2	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0
2718 · Health Informatics	0	0	0	0	0	0	0	0	0	2	0	1	1	0	0	1	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0
1710 · Information Systems	0	0	0	0	0	0	0	0	0	0	0	1	1	1	0	1	0	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0
1712 · Software	0	0	0	0	1	1	1	0	0	0	1	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
3304 · Education	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	2	0	0	0	0	0	1	0	1	1	0	0	0	0	0	0	0
2609 · Logic	0	0	1	1	1	1	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
2204 · Biomedical Engineering	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	0	0	0	0	0	0	0	0	0	0
2719 · Health Policy	0	0	0	0	0	0	0	0	0	0	0	0	2	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2738 · Psychiatry and Mental Health	0	0	0	0	0	0	0	0	0	0	1	0	0	2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
1709 · Human-Computer Interaction	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2606 · Control and Optimization	0	0	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	0	0
2614 · Theoretical Computer Science	0	0	0	1	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
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	2	0	0	0	0	0	0	0	0	0	0	0
1101 · Agricultural and Biological Sciences (miscellaneous)	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
1703 · Computational Theory and Mathematics	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
1704 · Computer Graphics and Computer-Aided Design	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	0	0	0	0
2002 · Economics and Econometrics	0	0	0	0	0	0	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
2701 · Medicine (miscellaneous)	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
2717 · Geriatrics and Gerontology	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
2741 · Radiology; Nuclear Medicine and Imaging	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
3306 · Health (social science)	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
3312 · Sociology and Political 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

Ano	Tipo	Registro	Área temática e categoria ASJC
	Tipo de Publicação	Registro	Área temática e categoria ASJC
2026	Artigo em periódico	Generative AI in Introductory Programming for Non-CS STEM Students: A Two-Semester Study De Oliveira Roberto M; Da Silva Eryck P; Jacques WAINER; Azevedo RODOLFO IEEE Access DOI 10.1109/access.2026.3701610 ISSN 2169-3536	PS Computer Science Applications
2024	Artigo em periódico	Estimating the Racial Wealth Gap in Brazil Sue Christina A; Rivas SALVADOR; Jacques WAINER Socius DOI 10.1177/23780231241286561 ISSN 2378-0231	SH Economics and Econometrics
2024	Artigo em periódico	An empirical evaluation of imbalanced data strategies from a practitioner?s point of view Jacques WAINER EXPERT SYSTEMS WITH APPLICATIONS DOI 10.1016/j.eswa.2024.124863 ISSN 0957-4174	PS Computer Science Applications
2023	Artigo em periódico	Perceptual Learning Modules (PLM) in CS1: a Negative Result and a Methodological Warning Caceffo RICARDO; Jacques WAINER; Gama GUILHERME; Garcia ISLENE; Azevedo RODOLFO JOURNAL OF UNIVERSAL COMPUTER SCIENCE DOI 10.3897/jucs.96347 ISSN 0948-6968	PS Computer Science Applications
2023	Artigo em periódico	A Bayesian Bradley-Terry model to compare multiple ML algorithms on multiple data sets Jacques WAINER JOURNAL OF MACHINE LEARNING RESEARCH (ONLINE) ISSN 1533-7928	PS Artificial Intelligence
2021	Artigo em periódico	Open-Set Support Vector Machines Junior Pedro Ribeiro MENDES; Boult Terrance E; Jacques WAINER; Rocha ANDERSON IEEE Transactions on Systems Man Cybernetics-Systems DOI 10.1109/TSMC.2021.3074496 ISSN 2168-2216	PS Artificial Intelligence
2021	Artigo em periódico	Nested cross-validation when selecting classifiers is overzealous for most practical applications Jacques WAINER; Cawley GAVIN EXPERT SYSTEMS WITH APPLICATIONS DOI 10.1016/j.eswa.2021.115222 ISSN 0957-4174	SH Management Science and Operations Research
2021	Artigo em periódico	How to tune the RBF SVM hyperparameters? An empirical evaluation of 18 search algorithms Jacques WAINER; Fonseca PABLO ARTIFICIAL INTELLIGENCE REVIEW DOI 10.1007/s10462-021-10011-5 ISSN 0269-2821	PS Artificial Intelligence
2020	Artigo em periódico	Detecting face presentation attacks in mobile devices with a patch-based CNN and a sensor-aware loss function Almeida Waldir R; Andaló Fernanda A; Padilha RAFAEL; Bertocco GABRIEL; Dias WILLIAM et al PLoS One DOI 10.1371/journal.pone.0238058 ISSN 1932-6203	PS Computer Vision and Pattern Recognition
2020	Artigo em periódico	Two-tiered face verification with low-memory footprint for mobile devices Padilha RAFAEL; Andaló Fernanda A; Bertocco GABRIEL; Almeida Waldir R; Dias WILLIAM et al IET Biometrics DOI 10.1049/iet-bmt.2020.0031 ISSN 2047-4938	PS Computer Vision and Pattern Recognition
2019	Artigo em periódico	A Data-driven Approach to Referable Diabetic Retinopathy Detection Pires RAMON; Avila SANDRA; Jacques WAINER; Eduardo Alves Do Valle JUNIOR; Abramoff Michael D et al ARTIFICIAL INTELLIGENCE IN MEDICINE DOI 10.1016/j.artmed.2019.03.009 ISSN 0933-3657	PS Computer Vision and Pattern Recognition
2018	Artigo em periódico	A Controlled Experiment on Python vs C for an Introductory Programming Course Jacques WAINER; Xavier Eduardo C ACM Transactions on Computing Education DOI 10.1145/3152894 ISSN 1946-6226	PS Computer Science Applications
2018	Artigo em periódico	Evidências de uma divisa racial de riquezas no Brasil urbano Jacques WAINER REVISTA BRASILEIRA DE SOCIOLOGIA ISSN 0103-2402	SH Sociology and Political Science
2017	Artigo em periódico	Empirical comparison of cross-validation and internal metrics for tuning SVM hyperparameters Duarte EDSON; Jacques WAINER Pattern Recognition Letters DOI 10.1016/j.patrec.2017.01.007 ISSN 0167-8655	PS Computer Vision and Pattern Recognition
2017	Artigo em periódico	Políticas de inclusão no ensino superior: avaliação do desempenho dos alunos baseado no Enade de 2012 a 2014 Jacques WAINER; Melguizo TATIANA EDUCAÇÃO E PESQUISA DOI 10.1590/s1517-9702201612162807 ISSN 1678-4634	SH Education
2017	Artigo em periódico	Beyond Lesion-Based Diabetic Retinopathy: A Direct Approach for Referral Ramon PIRES; Avila SANDRA; Herbert F JELINEK; Jacques WAINER; Eduardo Alves Do Valle JR et al IEEE Journal of Biomedical and Health Informatics DOI 10.1109/JBHI.2015.2498104 ISSN 2168-2194	HS Health Informatics
2017	Artigo em periódico	Empirical Evaluation of Resampling Procedures for Optimising SVM Hyperparameters Jacques WAINER; Gavin CAWLEY Journal of Machine Learning Research (Online) ISSN 1533-7928	PS Computer Vision and Pattern Recognition
2016	Artigo em periódico	Low False Positive Learning with Support Vector Machines Daniel MORAES; Jacques WAINER; Anderson De Rezende ROCHA Journal of Visual Communication and Image Representation (Print) DOI 10.1016/j.jvcir.2016.03.007 ISSN 1047-3203	PS Computer Vision and Pattern Recognition
2016	Artigo em periódico	Toward a set of measures of student learning outcomes in higher education: evidence from Brazil Melguizo TATIANA; Jacques WAINER Higher Education DOI 10.1007/s10734-015-9963-x ISSN 1573-174X	SH Education
2015	Trabalho em evento	Automatic breast density classification using a convolutional neural network architecture search procedure Hadjiiski Lubomir M; Tourassi Georgia D; Fonseca PABLO; Mendoza JULIO; Jacques WAINER et al SPIE Medical Imaging DOI 10.1117/12.2081576	PS Computer Vision and Pattern Recognition
2015	Artigo em periódico	Peer-Selected -Best Papers--Are They Really That -Good-? Jacques WAINER; Eckmann MICHAEL; Rocha ANDERSON Plos One DOI 10.1371/journal.pone.0118446 ISSN 1932-6203	SH Management Science and Operations Research
2015	Artigo em periódico	Automated Multi-Lesion Detection for Referable Diabetic Retinopathy in Indigenous Health Care Ramon PIRES; Carvalho TIAGO; Spurling GEOFFREY; Goldenstein SIOME; Jacques WAINER et al Plos One DOI 10.1371/journal.pone.0127664 ISSN 1932-6203	PS Computer Vision and Pattern Recognition
2015	Artigo em periódico	Cleaning Task Planning for an Autonomous Robot in Indoor Places with Multiples Rooms Pinheiro PAULO; Cardozo ELERI; Jacques WAINER; Rohmer ERIC INTERNATIONAL JOURNAL OF MACHINE LEARNING AND COMPUTING DOI 10.7763/ijmlc.2015.v5.488 ISSN 2010-3700	PS Computer Science Applications
2014	Trabalho em evento	Automatic Diabetic Retinopathy detection using BossaNova representation Ramon PIRES; Avila SANDRA; Herbert F JELINEK; Jacques WAINER; Eduardo Alves Do Valle JR et al 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) DOI 10.1109/embc.2014.6943550 ISBN 9781424479290	PS Biomedical Engineering
2014	Artigo em periódico	Advancing Bag-of-Visual-Words Representations for Lesion Classification in Retinal Images Ramon PIRES; Herbert F JELINEK; Jacques WAINER; Eduardo Alves Do Valle JR; Rocha ANDERSON Plos One DOI 10.1371/journal.pone.0096814 ISSN 1932-6203	HS Radiology; Nuclear Medicine and Imaging

2026 Artigo em periódico

PS Computer Science Applications

Generative AI in Introductory Programming for Non-CS STEM Students: A Two-Semester Study

IEEE Access

De Oliveira Roberto M; Da Silva Eryck P; Jacques WAINER; Azevedo RODOLFO

DOI ISSN 2169-3536

2024 Artigo em periódico

SH Economics and Econometrics

Estimating the Racial Wealth Gap in Brazil

Socius

Sue Christina A; Rivas SALVADOR; Jacques WAINER

DOI ISSN 2378-0231

2024 Artigo em periódico

PS Computer Science Applications

An empirical evaluation of imbalanced data strategies from a practitioner?s point of view

EXPERT SYSTEMS WITH APPLICATIONS

Jacques WAINER

DOI ISSN 0957-4174

2023 Artigo em periódico

PS Computer Science Applications

Perceptual Learning Modules (PLM) in CS1: a Negative Result and a Methodological Warning

JOURNAL OF UNIVERSAL COMPUTER SCIENCE

Caceffo RICARDO; Jacques WAINER; Gama GUILHERME; Garcia ISLENE; Azevedo RODOLFO

DOI ISSN 0948-6968

2023 Artigo em periódico

PS Artificial Intelligence

A Bayesian Bradley-Terry model to compare multiple ML algorithms on multiple data sets

JOURNAL OF MACHINE LEARNING RESEARCH (ONLINE)

Jacques WAINER

ISSN 1533-7928

2021 Artigo em periódico

PS Artificial Intelligence

Open-Set Support Vector Machines

IEEE Transactions on Systems Man Cybernetics-Systems

Junior Pedro Ribeiro MENDES; Boult Terrance E; Jacques WAINER; Rocha ANDERSON

DOI ISSN 2168-2216

2021 Artigo em periódico

SH Management Science and Operations Research

Nested cross-validation when selecting classifiers is overzealous for most practical applications

EXPERT SYSTEMS WITH APPLICATIONS

Jacques WAINER; Cawley GAVIN

DOI ISSN 0957-4174

2021 Artigo em periódico

PS Artificial Intelligence

How to tune the RBF SVM hyperparameters? An empirical evaluation of 18 search algorithms

ARTIFICIAL INTELLIGENCE REVIEW

Jacques WAINER; Fonseca PABLO

DOI ISSN 0269-2821

2020 Artigo em periódico

PS Computer Vision and Pattern Recognition

Detecting face presentation attacks in mobile devices with a patch-based CNN and a sensor-aware loss function

PLoS One

Almeida Waldir R; Andaló Fernanda A; Padilha RAFAEL; Bertocco GABRIEL; Dias WILLIAM et al

DOI ISSN 1932-6203

2020 Artigo em periódico

PS Computer Vision and Pattern Recognition

Two-tiered face verification with low-memory footprint for mobile devices

IET Biometrics

Padilha RAFAEL; Andaló Fernanda A; Bertocco GABRIEL; Almeida Waldir R; Dias WILLIAM et al

DOI ISSN 2047-4938

2019 Artigo em periódico

PS Computer Vision and Pattern Recognition

A Data-driven Approach to Referable Diabetic Retinopathy Detection

ARTIFICIAL INTELLIGENCE IN MEDICINE

Pires RAMON; Avila SANDRA; Jacques WAINER; Eduardo Alves Do Valle JUNIOR; Abramoff Michael D et al

DOI ISSN 0933-3657

2018 Artigo em periódico

PS Computer Science Applications

A Controlled Experiment on Python vs C for an Introductory Programming Course

ACM Transactions on Computing Education

Jacques WAINER; Xavier Eduardo C

DOI ISSN 1946-6226

2018 Artigo em periódico

SH Sociology and Political Science

Evidências de uma divisa racial de riquezas no Brasil urbano

REVISTA BRASILEIRA DE SOCIOLOGIA

Jacques WAINER

ISSN 0103-2402

2017 Artigo em periódico

PS Computer Vision and Pattern Recognition

Empirical comparison of cross-validation and internal metrics for tuning SVM hyperparameters

Pattern Recognition Letters

Duarte EDSON; Jacques WAINER

DOI ISSN 0167-8655

2017 Artigo em periódico

SH Education

Políticas de inclusão no ensino superior: avaliação do desempenho dos alunos baseado no Enade de 2012 a 2014

EDUCAÇÃO E PESQUISA

Jacques WAINER; Melguizo TATIANA

DOI ISSN 1678-4634

2017 Artigo em periódico

HS Health Informatics

Beyond Lesion-Based Diabetic Retinopathy: A Direct Approach for Referral

IEEE Journal of Biomedical and Health Informatics

Ramon PIRES; Avila SANDRA; Herbert F JELINEK; Jacques WAINER; Eduardo Alves Do Valle JR et al

DOI ISSN 2168-2194

2017 Artigo em periódico

PS Computer Vision and Pattern Recognition

Empirical Evaluation of Resampling Procedures for Optimising SVM Hyperparameters

Journal of Machine Learning Research (Online)

Jacques WAINER; Gavin CAWLEY

ISSN 1533-7928

2016 Artigo em periódico

PS Computer Vision and Pattern Recognition

Low False Positive Learning with Support Vector Machines

Journal of Visual Communication and Image Representation (Print)

Daniel MORAES; Jacques WAINER; Anderson De Rezende ROCHA

DOI ISSN 1047-3203

2016 Artigo em periódico

SH Education

Toward a set of measures of student learning outcomes in higher education: evidence from Brazil

Higher Education

Melguizo TATIANA; Jacques WAINER

DOI ISSN 1573-174X

2015 Trabalho em evento

PS Computer Vision and Pattern Recognition

Automatic breast density classification using a convolutional neural network architecture search procedure

SPIE Medical Imaging

Hadjiiski Lubomir M; Tourassi Georgia D; Fonseca PABLO; Mendoza JULIO; Jacques WAINER et al

DOI

2015 Artigo em periódico

SH Management Science and Operations Research

Peer-Selected -Best Papers--Are They Really That -Good-?

Plos One

Jacques WAINER; Eckmann MICHAEL; Rocha ANDERSON

DOI ISSN 1932-6203

2015 Artigo em periódico

PS Computer Vision and Pattern Recognition

Automated Multi-Lesion Detection for Referable Diabetic Retinopathy in Indigenous Health Care

Plos One

Ramon PIRES; Carvalho TIAGO; Spurling GEOFFREY; Goldenstein SIOME; Jacques WAINER et al

DOI ISSN 1932-6203

2015 Artigo em periódico

PS Computer Science Applications

Cleaning Task Planning for an Autonomous Robot in Indoor Places with Multiples Rooms

INTERNATIONAL JOURNAL OF MACHINE LEARNING AND COMPUTING

Pinheiro PAULO; Cardozo ELERI; Jacques WAINER; Rohmer ERIC

DOI ISSN 2010-3700

2014 Trabalho em evento

PS Biomedical Engineering

Automatic Diabetic Retinopathy detection using BossaNova representation

2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

Ramon PIRES; Avila SANDRA; Herbert F JELINEK; Jacques WAINER; Eduardo Alves Do Valle JR et al

DOI ISBN 9781424479290

2014 Artigo em periódico

HS Radiology; Nuclear Medicine and Imaging

Advancing Bag-of-Visual-Words Representations for Lesion Classification in Retinal Images

Plos One

Ramon PIRES; Herbert F JELINEK; Jacques WAINER; Eduardo Alves Do Valle JR; Rocha ANDERSON

DOI ISSN 1932-6203