Jacques Wainer

ORCID

Publication Activity (10 Years)

Years Active: 1991-2022
Publications (10 Years): 20

Top Venues

CoRR

CIARP

Artif. Intell. Medicine

IEEE J. Biomed. Health Informatics

Publications

Jacques Wainer
A Bayesian Bradley-Terry model to compare multiple ML algorithms on multiple data sets. CoRR (2022)
Pedro Ribeiro Mendes Júnior, Terrance E. Boult, Jacques Wainer, Anderson Rocha
Open-Set Support Vector Machines. IEEE Trans. Syst. Man Cybern. Syst. 52 (6) (2022)
Jacques Wainer, Pablo Fonseca
How to tune the RBF SVM hyperparameters? An empirical evaluation of 18 search algorithms. Artif. Intell. Rev. 54 (6) (2021)
Jacques Wainer, Gavin C. Cawley
Nested cross-validation when selecting classifiers is overzealous for most practical applications. Expert Syst. Appl. 182 (2021)
Jacques Wainer, Pablo Fonseca
How to tune the RBF SVM hyperparameters?: An empirical evaluation of 18 search algorithms. CoRR (2020)
Rafael Padilha, Fernanda A. Andaló, Gabriel Bertocco, Waldir R. de Almeida, William Dias, Thiago Resek, Ricardo da Silva Torres, Jacques Wainer, Anderson Rocha
Two-tiered face verification with low-memory footprint for mobile devices. IET Biom. 9 (5) (2020)
Ramon Pires, Sandra Avila, Jacques Wainer, Eduardo Valle, Michael D. Abràmoff, Anderson Rocha
A data-driven approach to referable diabetic retinopathy detection. Artif. Intell. Medicine 96 (2019)
Jacques Wainer, Rodrigo A. Franceschinell
An empirical evaluation of imbalanced data strategies from a practitioner's point of view. CoRR (2018)
Jacques Wainer, Gavin C. Cawley
Nested cross-validation when selecting classifiers is overzealous for most practical applications. CoRR (2018)
Jacques Wainer, Eduardo C. Xavier
A Controlled Experiment on Python vs C for an Introductory Programming Course: Students' Outcomes. ACM Trans. Comput. Educ. 18 (3) (2018)
Ramon Pires, Sandra Eliza Fontes de Avila, Herbert F. Jelinek, Jacques Wainer, Eduardo Valle, Anderson Rocha
Beyond Lesion-Based Diabetic Retinopathy: A Direct Approach for Referral. IEEE J. Biomed. Health Informatics 21 (1) (2017)
Zinelabdine Boulkenafet, Jukka Komulainen, Zahid Akhtar, Azeddine Benlamoudi, Djamel Samai, Salah Eddine Bekhouche, Abdelkrim Ouafi, Fadi Dornaika, Abdelmalik Taleb-Ahmed, Le Qin, Fei Peng, L. B. Zhang, Min Long, Shruti Bhilare, Vivek Kanhangad, Artur Costa-Pazo, Esteban Vázquez-Fernández, Daniel Pérez-Cabo, J. J. Moreira-Perez, Daniel González-Jiménez, A. Mohammadi, Sushil Bhattacharjee, Sébastien Marcel, Svetlana Volkova, Y. Tang, N. Abe, L. Li, X. Feng, Z. Xia, X. Jiang, S. Liu, R. Shao, Pong C. Yuen, Waldir R. de Almeida, Fernanda A. Andaló, Rafael Padilha, Gabriel Bertocco, William Dias, Jacques Wainer, Ricardo da Silva Torres, Anderson Rocha, Marcus A. Angeloni, Guilherme Folego, Alan Godoy, Abdenour Hadid
A competition on generalized software-based face presentation attack detection in mobile scenarios. IJCB (2017)
Jacques Wainer, Gavin C. Cawley
Empirical Evaluation of Resampling Procedures for Optimising SVM Hyperparameters. J. Mach. Learn. Res. 18 (2017)
Edson Duarte, Jacques Wainer
Empirical comparison of cross-validation and internal metrics for tuning SVM hyperparameters. Pattern Recognit. Lett. 88 (2017)
Daniel Moraes, Jacques Wainer, Anderson Rocha
Low false positive learning with support vector machines. J. Vis. Commun. Image Represent. 38 (2016)
Pedro Ribeiro Mendes Júnior, Jacques Wainer, Anderson Rocha
Specialized Support Vector Machines for open-set recognition. CoRR (2016)
Pablo Fonseca, Benjamín Castañeda, Ricardo Valenzuela, Jacques Wainer
Breast Density Classification with Convolutional Neural Networks. CIARP (2016)
Jacques Wainer
Comparison of 14 different families of classification algorithms on 115 binary datasets. CoRR (2016)
Pablo Fonseca, Julio Mendoza, Jacques Wainer, José Ferrer, Joseph Pinto, Jorge Guerrero, Benjamín Castañeda
Automatic breast density classification using a convolutional neural network architecture search procedure. Medical Imaging: Computer-Aided Diagnosis (2015)
Jacques Wainer, Paula Vieira, Tatiana Melguizo
The association between having access to computers and Internet and educational achievement for primary students in Brazil. Comput. Educ. 80 (2015)
Pablo Fonseca, Jacques Wainer
A Linear Time Implementation of k-Means for Multilevel Thresholding of Grayscale Images. CIARP (2014)
Ramon Pires, Sandra Avila, Herbert F. Jelinek, Jacques Wainer, Eduardo Valle, Anderson Rocha
Automatic Diabetic Retinopathy detection using BossaNova representation. EMBC (2014)
Jacques Wainer, Eduardo Valle
What happens to computer science research after it is published? Tracking CS research lines. J. Assoc. Inf. Sci. Technol. 64 (6) (2013)
Paulo Gurgel Pinheiro, Jacques Wainer
A Mixed Map Representation Approach for Mobile Robot Localization Planning. ICINCO (2) (2013)
Fábio de Lima Bezerra, Jacques Wainer
Algorithms for anomaly detection of traces in logs of process aware information systems. Inf. Syst. 38 (1) (2013)
Jacques Wainer, Paula Vieira
Correlations between bibliometrics and peer evaluation for all disciplines: the evaluation of Brazilian scientists. Scientometrics 96 (2) (2013)
Amaury B. Andre, Eduardo Beltrame, Jacques Wainer
A Combination of Support Vector Machine and k-Nearest Neighbors for Machine Fault Detection. Appl. Artif. Intell. 27 (1) (2013)
Ramon Pires, Herbert F. Jelinek, Jacques Wainer, Siome Goldenstein, Eduardo Valle, Anderson Rocha
Assessing the Need for Referral in Automatic Diabetic Retinopathy Detection. IEEE Trans. Biomed. Eng. 60 (12) (2013)
Jacques Wainer, Michael Eckmann, Siome Goldenstein, Anderson Rocha
How productivity and impact differ across computer science subareas. Commun. ACM 56 (8) (2013)
Jacques Wainer, Michael Eckmann, Siome Goldenstein, Anderson Rocha
Differences in productivity and impact across the different computer science subareas. Technical Report (2012)
Alexandre Passos, Piyush Rai, Jacques Wainer, Hal Daumé III
Flexible Modeling of Latent Task Structures in Multitask Learning. ICML (2012)
Fábio de Lima Bezerra, Jacques Wainer
A Dynamic Threshold Algorithm for Anomaly Detection in Logs of Process Aware Systems. J. Inf. Data Manag. 3 (3) (2012)
Ramon Pires, Herbert F. Jelinek, Jacques Wainer, Anderson Rocha
Retinal Image Quality Analysis for Automatic Diabetic Retinopathy Detection. SIBGRAPI (2012)
Herbert Franz Jelinek, Ramon Pires, Rafael Padilha, Siome Goldenstein, Jacques Wainer, Terry Bossomaier, Anderson Rocha
Data fusion for multi-lesion Diabetic Retinopathy detection. CBMS (2012)
Anderson Rocha, Tiago Jose de Carvalho, Herbert F. Jelinek, Siome Goldenstein, Jacques Wainer
Points of Interest and Visual Dictionaries for Automatic Retinal Lesion Detection. IEEE Trans. Biomed. Eng. 59 (8) (2012)
Clarence A. Ellis, Kwanghoon Pio Kim, Aubrey J. Rembert, Jacques Wainer
Investigations on Stochastic Information Control Nets. Inf. Sci. 194 (2012)
Michael Eckmann, Anderson Rocha, Jacques Wainer
Relationship between high-quality journals and conferences in computer vision. Scientometrics 90 (2) (2012)
Jacques Wainer, Henrique Przibisczki de Oliveira, Ricardo Anido
Patterns of bibliographic references in the ACM published papers. Inf. Process. Manag. 47 (1) (2011)
Jacques Wainer, Siome Goldenstein, Cléo Zanella Billa
Invisible work in standard bibliometric evaluation of computer science. Commun. ACM 54 (5) (2011)
Cléo Zanella Billa, Jacques Wainer, Claudia Barsottini
ST-Audit: guideline-based automatic auditing of electronic patient records. J. Intell. Inf. Syst. 36 (1) (2011)
Herbert F. Jelinek, Anderson Rocha, Tiago Jose de Carvalho, Siome Goldenstein, Jacques Wainer
Machine learning and pattern classification in identification of indigenous retinal pathology. EMBC (2011)
Fábio de Lima Bezerra, Jacques Wainer
Fraud detection in process aware systems. Int. J. Bus. Process. Integr. Manag. 5 (2) (2011)
Paulo Gurgel Pinheiro, Jacques Wainer
Planning for Multi-robot Localization. SBIA (2010)
Denis Arruda, Fábio de Lima Bezerra, Vânia Paula de Almeida Néris, Patricia Rocha De Toro, Jacques Wainer
Brazilian computer science research: Gender and regional distributions. Scientometrics 79 (3) (2009)
Jacques Wainer, Claudia Galindo Novoa Barsottini, Danilo Lacerda, Leandro Rodrigues Magalhães de Marco
Empirical evaluation in Computer Science research published by ACM. Inf. Softw. Technol. 51 (6) (2009)
Jacques Wainer, Eduardo C. Xavier, Fábio de Lima Bezerra
Scientific production in Computer Science: A comparative study of Brazil and other countries. Scientometrics 81 (2) (2009)
Fábio de Lima Bezerra, Jacques Wainer, Wil M. P. van der Aalst
Anomaly Detection Using Process Mining. BMMDS/EMMSAD (2009)
Fábio de Lima Bezerra, Jacques Wainer
Fraud detection in process aware systems. WebMedia (Companion) (2008)
Anderson Rocha, Daniel Cabrini Hauagge, Jacques Wainer, Siome Goldenstein
Automatic Produce Classification from Images Using Color, Texture and Appearance Cues. SIBGRAPI (2008)
Luciano A. Digiampietri, Norton Trevisan Roman, Luis A. A. Meira, Jorge Jambeiro Filho, Cristiano D. Ferreira, Andreia A. Kondo, Everton Rufino Constantino, Rodrigo Carvalho Rezende, Bruno Cedraz Brandao, Helder S. Ribeiro, Pietro K. Carolino, Antonella Lanna, Jacques Wainer, Siome Goldenstein
Uses of artificial intelligence in the Brazilian customs fraud detection system. DG.O (2008)
Fábio de Lima Bezerra, Jacques Wainer
Anomaly Detection Algorithms in Business Process Logs. ICEIS (2) (2008)
Fábio de Lima Bezerra, Jacques Wainer
Anomaly detection algorithms in logs of process aware systems. SAC (2008)
Tiago Sak, Jacques Wainer, Siome Klein Goldenstein
Probabilistic Multiagent Patrolling. SBIA (2008)
Jacques Wainer, Cléo Zanella Billa, Marcio Paixao Dantas
ST-guide: a framework for the implementation of automatic clinical guidelines. SAC (2008)
Jacques Wainer, Tom Dwyer, Rodrigo Silveira Dutra, Andre Covic, Valdo B. Magalhães, Luiz Renato Ribeiro Ferreira, Valdiney Alves Pimenta, Kleucio Claudio
Too much computer and Internet use is bad for your grades, especially if you are young and poor: Results from the 2001 Brazilian SAEB. Comput. Educ. 51 (4) (2008)
Cléo Zanella Billa, Claudia Barsottini, Jacques Wainer
A Design Rationale-Based Model as an Add-on to Electronic Medical Records. CBMS (2008)
Jerônimo Pellegrini, Jacques Wainer
Processos de Decisão de Markov: um tutorial. RITA 14 (2) (2007)
Jacques Wainer, Akhil Kumar, Paulo Barthelmess
DW-RBAC: A formal security model of delegation and revocation in workflow systems. Inf. Syst. 32 (3) (2007)
Jacques Wainer
Modeling generalized implicatures using non-monotonic logics. J. Log. Lang. Inf. 16 (2) (2007)
Jorge Jambeiro Filho, Jacques Wainer
Using a Hierarchical Bayesian Model to Handle High Cardinality Attributes with Relevant Interactions in a Classification Problem. IJCAI (2007)
Jacques Wainer, Paulo Roberto Ferreira Jr., Everton Rufino Constantino
Scheduling meetings through multi-agent negotiations. Decis. Support Syst. 44 (1) (2007)
Jacques Wainer, Claudia Barsottini
Empirical research in CSCW - a review of the ACM/CSCW conferences from 1998 to 2004. J. Braz. Comput. Soc. 13 (3) (2007)
Jacques Wainer, Carlos José Reis de Campos, Monica Parente Ramos, Paulo R. Lopes, Paulo Lísias Salomão, Daniel Sigulem
O que é Pesquisa em Informática em Saúde? RITA 13 (1) (2006)
Bruno Cedraz Brandao, Jacques Wainer, Siome Klein Goldenstein
Subspace Hierarchical Particle Filter. SIBGRAPI (2006)
Clarence A. Ellis, Aubrey J. Rembert, Kwanghoon Pio Kim, Jacques Wainer
Beyond Workflow Mining. Business Process Management (2006)
Claudia Barsottini, Jacques Wainer
Patterns of Collaboration and Non-collaboration Among Physicians. CRIWG (2005)
Akhil Kumar, Jacques Wainer
Meta workflows as a control and coordination mechanism for exception handling in workflow systems. Decis. Support Syst. 40 (1) (2005)
Jacques Wainer, Akhil Kumar
A fine-grained, controllable, user-to-user delegation method in RBAC. SACMAT (2005)
Gregório Baggio Tramontina, Jacques Wainer
Modeling the Behavior of Dispatching Rules in Workflow Systems: A Statistical Approach. CRIWG (2005)
Jacques Wainer, Kwanghoon Pio Kim, Clarence A. Ellis
A Workflow Mining Method Through Model Rewriting. CRIWG (2005)
Gregório Baggio, Jacques Wainer, Clarence A. Ellis
Applying scheduling techniques to minimize the number of late jobs in workflow systems. SAC (2004)
Jacques Wainer, Fábio de Lima Bezerra, Paulo Barthelmess
Tucupi: a flexible workflow system based on overridable constraints. SAC (2004)
Jacques Wainer, Paulo Barthelmess, Akhil Kumar
W-RBAC - A Workflow Security Model Incorporating Controlled Overriding of Constraints. Int. J. Cooperative Inf. Syst. 12 (4) (2003)
Wanderley Ravagnani, Edmundo R. M. Madeira, Jacques Wainer
A Greedy Algorithm to Configure and Reconfigure Bluetooth Scatternets. MWCN (2003)
Akhil Kumar, Jacques Wainer, Zuopeng Zhang
Meta-workflows and ESP: A Framework for Coordination, Exception Handling and Adaptability in Workflow Systems. WES (2003)
Marie-José Blin, Jacques Wainer, Claudia Bauzer Medeiros
A Reuse-Oriented Workflow Definition Language. Int. J. Cooperative Inf. Syst. 12 (1) (2003)
Roberto Silveira Silva Filho, Jacques Wainer, Edmundo R. M. Madeira
A Fully Distributed Architecture for Large Scale Workflow Enactment. Int. J. Cooperative Inf. Syst. 12 (4) (2003)
Jacques Wainer, Fábio de Lima Bezerra
Constraint-Based Flexible Workflows. CRIWG (2003)
Jacques Wainer, Ana María Monteiro, Meide Silva Anção, Daniel Sigulem
St-Guide: A State/Transition Representation Model for Clinical Guidelines. AMIA (2002)
Jacques Wainer, Danillo Palacio Braga
Symgroup: applying social agents in a group interaction system. GROUP (2001)
Wil M. P. van der Aalst, Paulo Barthelmess, Clarence A. Ellis, Jacques Wainer
Proclets: A Framework for Lightweight Interacting Workflow Processes. Int. J. Cooperative Inf. Syst. 10 (4) (2001)
Ana María Monteiro, Jacques Wainer
A Conceptual Framework to Model Chronic and Long-Term Diseases. AIME (2001)
Paulo Ferreira, Jacques Wainer
Scheduling Meetings through Multi-agent Negotiation. IBERAMIA-SBIA (2000)
Jacques Wainer
Logic Representation of Processes in Work Activity Coordination. SAC (1) (2000)
Jacques Wainer, Leliane N. de Barros, Volnys Borges Bernal, Marilza Lemos
Network fault diagnosis: a model based approach. NOMS (2000)
Cleidson R. B. de Souza, Jair S. Ferreira Jr., Kléder Miranda Gonçalves, Jacques Wainer
A Group Critic System for Object-Oriented Analysis and Design. ASE (2000)
Wil M. P. van der Aalst, Paulo Barthelmess, Clarence A. Ellis, Jacques Wainer
Workflow Modeling Using Proclets. CoopIS (2000)
Ana María Monteiro, Jacques Wainer
A Conceptual Framework to Model Chronic and Long-term Diseases. IBERAMIA-SBIA 2000 Open Discussion Track (2000)
Hemerson Pistori, Jacques Wainer
Automatic theory formation in graph theory. J. Braz. Comput. Soc. 6 (2) (1999)
Roberto Silveira Silva Filho, Jacques Wainer, Edmundo R. M. Madeira, Clarence A. Ellis
CORBA based Architecture for Large Scale Workflow. ISADS (1999)
Volnys Borges Bernal, Leliane N. de Barros, Marilza Lemos, Jacques Wainer
Fault Diagnosis for Local Area Network Environments. LANOMS (1999)
Cleidson R. B. de Souza, Jacques Wainer, Dalcykelem B. Santos, Klissiomara L. Dias
A Model and Tool for Semi-Automatic Recording of Design Rationale in Software Diagrams. SPIRE/CRIWG (1999)
Jacques Wainer, Sandra A. Sandri
Fuzzy Temporal/Categorical Information in Diagnosis. J. Intell. Inf. Syst. 13 (1-2) (1999)
Hector Geffner, Jacques Wainer
Modeling Action, Knowledge and Control. ECAI (1998)
Jacques Wainer, Sandra A. Sandri
Fuzzy Temporal Categorical and Intensity Information in Diagnosis. SBIA (1998)
Cláudia Nalon, Jacques Wainer
Strong Conditional Logic. SBIA (1998)
Jacques Wainer, Clarence A. Ellis
Agents in Groupware Systems. CRIWG (1998)
Jerônimo Pellegrini, Jacques Wainer
Diagonalization and Type Rewriting in Clam. EPIA (1997)
Jacques Wainer, Alexandre de Melo Rezende
A temporal extension to the parsimonious covering theory. Artif. Intell. Medicine 10 (3) (1997)
Ana María Monteiro, Jacques Wainer
Preferential Multi-Agent Nonmonotonic Logics: Preliminary Report. KR (1996)

Jacques Wainer.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Jacques Wainer