Jacques Wainer

115 papers A* 6A 4B 7C 4Misc 6Journal 54Unranked 31

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	An empirical evaluation of imbalanced data strategies from a practitioner's point of view. Expert Syst. Appl. Jacques Wainer
2023	J	`jnl`	A Bayesian Bradley-Terry model to compare multiple ML algorithms on multiple data sets. J. Mach. Learn. Res. Jacques Wainer
2023	J	`jnl`	Perceptual Learning Modules (PLM) in CS1: a Negative Result and a Methodological Warning. J. Univers. Comput. Sci. Ricardo Caceffo, Jacques Wainer, Guilherme Gama, Islene C. Garcia, Rodolfo Azevedo
2022	J	`jnl`	A Bayesian Bradley-Terry model to compare multiple ML algorithms on multiple data sets. CoRR Jacques Wainer
2022	J	`jnl`	Open-Set Support Vector Machines. IEEE Trans. Syst. Man Cybern. Syst. Pedro Ribeiro Mendes Júnior, Terrance E. Boult, Jacques Wainer, Anderson Rocha
2021	J	`jnl`	How to tune the RBF SVM hyperparameters? An empirical evaluation of 18 search algorithms. Artif. Intell. Rev. Jacques Wainer, Pablo Fonseca
2021	J	`jnl`	Nested cross-validation when selecting classifiers is overzealous for most practical applications. Expert Syst. Appl. Jacques Wainer, Gavin C. Cawley
2020	J	`jnl`	How to tune the RBF SVM hyperparameters?: An empirical evaluation of 18 search algorithms. CoRR Jacques Wainer, Pablo Fonseca
2020	J	`jnl`	Two-tiered face verification with low-memory footprint for mobile devices. IET Biom. Rafael Padilha, Fernanda A. Andaló, Gabriel Bertocco, Waldir R. de Almeida, William Dias, Thiago Resek, Ricardo da Silva Torres, Jacques Wainer, Anderson Rocha
2019	J	`jnl`	A data-driven approach to referable diabetic retinopathy detection. Artif. Intell. Medicine Ramon Pires, Sandra Avila, Jacques Wainer, Eduardo Valle, Michael D. Abràmoff, Anderson Rocha
2018	J	`jnl`	A Controlled Experiment on Python vs C for an Introductory Programming Course: Students' Outcomes. ACM Trans. Comput. Educ. Jacques Wainer, Eduardo C. Xavier
2018	J	`jnl`	An empirical evaluation of imbalanced data strategies from a practitioner's point of view. CoRR Jacques Wainer, Rodrigo A. Franceschinell
2018	J	`jnl`	Nested cross-validation when selecting classifiers is overzealous for most practical applications. CoRR Jacques Wainer, Gavin C. Cawley
2017	B	`conf`	A competition on generalized software-based face presentation attack detection in mobile scenarios. IJCB 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, Amir Mohammadi, Sushil Bhattacharjee, Sébastien Marcel, Svetlana Volkova, Y. Tang, N. Abe, L. Li, X. Feng, Z. Xia, X. Jiang, S. Liu, Rui 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
2017	J	`jnl`	Beyond Lesion-Based Diabetic Retinopathy: A Direct Approach for Referral. IEEE J. Biomed. Health Informatics Ramon Pires, Sandra Eliza Fontes de Avila, Herbert F. Jelinek, Jacques Wainer, Eduardo Valle, Anderson Rocha
2017	J	`jnl`	Empirical Evaluation of Resampling Procedures for Optimising SVM Hyperparameters. J. Mach. Learn. Res. Jacques Wainer, Gavin C. Cawley
2017	J	`jnl`	Empirical comparison of cross-validation and internal metrics for tuning SVM hyperparameters. Pattern Recognit. Lett. Edson Duarte, Jacques Wainer
2016	C	`conf`	Breast Density Classification with Convolutional Neural Networks. CIARP Pablo Fonseca, Benjamín Castañeda, Ricardo Valenzuela, Jacques Wainer
2016	J	`jnl`	Comparison of 14 different families of classification algorithms on 115 binary datasets. CoRR Jacques Wainer
2016	J	`jnl`	Low false positive learning with support vector machines. J. Vis. Commun. Image Represent. Daniel Moraes, Jacques Wainer, Anderson Rocha
2016	J	`jnl`	Specialized Support Vector Machines for open-set recognition. CoRR Pedro Ribeiro Mendes Júnior, Jacques Wainer, Anderson Rocha
2015	—	`conf`	Automatic breast density classification using a convolutional neural network architecture search procedure. Computer-Aided Diagnosis Pablo Fonseca, Julio Mendoza, Jacques Wainer, José Ferrer, Joseph Pinto, Jorge Guerrero, Benjamín Castañeda
2015	J	`jnl`	The association between having access to computers and Internet and educational achievement for primary students in Brazil. Comput. Educ. Jacques Wainer, Paula Vieira, Tatiana Melguizo
2014	C	`conf`	A Linear Time Implementation of k-Means for Multilevel Thresholding of Grayscale Images. CIARP Pablo Fonseca, Jacques Wainer
2014	—	`conf`	Automatic Diabetic Retinopathy detection using BossaNova representation. EMBC Ramon Pires, Sandra Avila, Herbert F. Jelinek, Jacques Wainer, Eduardo Valle, Anderson Rocha
2013	J	`jnl`	A Combination of Support Vector Machine and k-Nearest Neighbors for Machine Fault Detection. Appl. Artif. Intell. Amaury B. Andre, Eduardo Beltrame, Jacques Wainer
2013	—	`conf`	A Mixed Map Representation Approach for Mobile Robot Localization Planning. ICINCO (2) Paulo Gurgel Pinheiro, Jacques Wainer
2013	J	`jnl`	Algorithms for anomaly detection of traces in logs of process aware information systems. Inf. Syst. Fábio de Lima Bezerra, Jacques Wainer
2013	J	`jnl`	Assessing the Need for Referral in Automatic Diabetic Retinopathy Detection. IEEE Trans. Biomed. Eng. Ramon Pires, Herbert F. Jelinek, Jacques Wainer, Siome Goldenstein, Eduardo Valle, Anderson Rocha
2013	J	`jnl`	Correlations between bibliometrics and peer evaluation for all disciplines: the evaluation of Brazilian scientists. Scientometrics Jacques Wainer, Paula Vieira
2013	J	`jnl`	How productivity and impact differ across computer science subareas. Commun. ACM Jacques Wainer, Michael Eckmann, Siome Goldenstein, Anderson Rocha
2013	J	`jnl`	What happens to computer science research after it is published? Tracking CS research lines. J. Assoc. Inf. Sci. Technol. Jacques Wainer, Eduardo Valle
2012	J	`jnl`	A Dynamic Threshold Algorithm for Anomaly Detection in Logs of Process Aware Systems. J. Inf. Data Manag. Fábio de Lima Bezerra, Jacques Wainer
2012	B	`conf`	Data fusion for multi-lesion Diabetic Retinopathy detection. CBMS Herbert Franz Jelinek, Ramon Pires, Rafael Padilha, Siome Goldenstein, Jacques Wainer, Terry Bossomaier, Anderson Rocha
2012	J	`jnl`	Differences in productivity and impact across the different computer science subareas. Technical Report Jacques Wainer, Michael Eckmann, Siome Goldenstein, Anderson Rocha
2012	A*	`conf`	Flexible Modeling of Latent Task Structures in Multitask Learning. ICML Alexandre Passos, Piyush Rai, Jacques Wainer, Hal Daumé III
2012	J	`jnl`	Investigations on Stochastic Information Control Nets. Inf. Sci. Clarence A. Ellis, Kwanghoon Pio Kim, Aubrey J. Rembert, Jacques Wainer
2012	J	`jnl`	Points of Interest and Visual Dictionaries for Automatic Retinal Lesion Detection. IEEE Trans. Biomed. Eng. Anderson Rocha, Tiago Jose de Carvalho, Herbert F. Jelinek, Siome Goldenstein, Jacques Wainer
2012	J	`jnl`	Relationship between high-quality journals and conferences in computer vision. Scientometrics Michael Eckmann, Anderson Rocha, Jacques Wainer
2012	—	`conf`	Retinal Image Quality Analysis for Automatic Diabetic Retinopathy Detection. SIBGRAPI Ramon Pires, Herbert F. Jelinek, Jacques Wainer, Anderson Rocha
2011	J	`jnl`	Fraud detection in process aware systems. Int. J. Bus. Process. Integr. Manag. Fábio de Lima Bezerra, Jacques Wainer
2011	J	`jnl`	Invisible work in standard bibliometric evaluation of computer science. Commun. ACM Jacques Wainer, Siome Goldenstein, Cléo Zanella Billa
2011	—	`conf`	Machine learning and pattern classification in identification of indigenous retinal pathology. EMBC Herbert F. Jelinek, Anderson Rocha, Tiago Jose de Carvalho, Siome Goldenstein, Jacques Wainer
2011	J	`jnl`	Patterns of bibliographic references in the ACM published papers. Inf. Process. Manag. Jacques Wainer, Henrique Przibisczki de Oliveira, Ricardo Anido
2011	J	`jnl`	ST-Audit: guideline-based automatic auditing of electronic patient records. J. Intell. Inf. Syst. Cléo Zanella Billa, Jacques Wainer, Claudia Barsottini
2010	—	`conf`	Planning for Multi-robot Localization. SBIA Paulo Gurgel Pinheiro, Jacques Wainer
2009	—	`conf`	Anomaly Detection Using Process Mining. BMMDS/EMMSAD Fábio de Lima Bezerra, Jacques Wainer, Wil M. P. van der Aalst
2009	J	`jnl`	Brazilian computer science research: Gender and regional distributions. Scientometrics Denis Arruda, Fábio de Lima Bezerra, Vânia Paula de Almeida Néris, Patricia Rocha De Toro, Jacques Wainer
2009	J	`jnl`	Empirical evaluation in Computer Science research published by ACM. Inf. Softw. Technol. Jacques Wainer, Claudia Galindo Novoa Barsottini, Danilo Lacerda, Leandro Rodrigues Magalhães de Marco
2009	J	`jnl`	Scientific production in Computer Science: A comparative study of Brazil and other countries. Scientometrics Jacques Wainer, Eduardo C. Xavier, Fábio de Lima Bezerra
2008	B	`conf`	A Design Rationale-Based Model as an Add-on to Electronic Medical Records. CBMS Cléo Zanella Billa, Claudia Barsottini, Jacques Wainer
2008	—	`conf`	Anomaly Detection Algorithms in Business Process Logs. ICEIS (2) Fábio de Lima Bezerra, Jacques Wainer
2008	Misc	`conf`	Anomaly detection algorithms in logs of process aware systems. SAC Fábio de Lima Bezerra, Jacques Wainer
2008	—	`conf`	Automatic Produce Classification from Images Using Color, Texture and Appearance Cues. SIBGRAPI Anderson Rocha, Daniel Cabrini Hauagge, Jacques Wainer, Siome Goldenstein
2008	—	`conf`	Fraud detection in process aware systems. WebMedia (Companion) Fábio de Lima Bezerra, Jacques Wainer
2008	—	`conf`	Probabilistic Multiagent Patrolling. SBIA Tiago Sak, Jacques Wainer, Siome Klein Goldenstein
2008	Misc	`conf`	ST-guide: a framework for the implementation of automatic clinical guidelines. SAC Jacques Wainer, Cléo Zanella Billa, Marcio Paixao Dantas
2008	—	`ed.`	Simpósio Brasileiro de Sistemas Colaborativos, SBSC 2008, October 27-29, 2008, Vila Velha, ES, Brazil SBSC Jacques Wainer, Mariano Gomes Pimentel
2008	J	`jnl`	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. Jacques Wainer, Tom Dwyer, Rodrigo Silveira Dutra, Andre Covic, Valdo B. Magalhães, Luiz Renato Ribeiro Ferreira, Valdiney Alves Pimenta, Kleucio Claudio
2008	—	`conf`	Uses of artificial intelligence in the Brazilian customs fraud detection system. DG.O 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
2007	J	`jnl`	DW-RBAC: A formal security model of delegation and revocation in workflow systems. Inf. Syst. Jacques Wainer, Akhil Kumar, Paulo Barthelmess
2007	J	`jnl`	Empirical research in CSCW - a review of the ACM/CSCW conferences from 1998 to 2004. J. Braz. Comput. Soc. Jacques Wainer, Claudia Barsottini
2007	J	`jnl`	Modeling generalized implicatures using non-monotonic logics. J. Log. Lang. Inf. Jacques Wainer
2007	J	`jnl`	Processos de Decisão de Markov: um tutorial. RITA Jerônimo Pellegrini, Jacques Wainer
2007	J	`jnl`	Scheduling meetings through multi-agent negotiations. Decis. Support Syst. Jacques Wainer, Paulo Roberto Ferreira Jr., Everton Rufino Constantino
2007	A*	`conf`	Using a Hierarchical Bayesian Model to Handle High Cardinality Attributes with Relevant Interactions in a Classification Problem. IJCAI Jorge Jambeiro Filho, Jacques Wainer
2006	A	`conf`	Beyond Workflow Mining. Business Process Management Clarence A. Ellis, Aubrey J. Rembert, Kwanghoon Pio Kim, Jacques Wainer
2006	J	`jnl`	O que é Pesquisa em Informática em Saúde? RITA Jacques Wainer, Carlos José Reis de Campos, Monica Parente Ramos, Paulo R. Lopes, Paulo Lísias Salomão, Daniel Sigulem
2006	—	`conf`	Subspace Hierarchical Particle Filter. SIBGRAPI Bruno Cedraz Brandao, Jacques Wainer, Siome Klein Goldenstein
2005	—	`conf`	A Workflow Mining Method Through Model Rewriting. CRIWG Jacques Wainer, Kwanghoon Pio Kim, Clarence A. Ellis
2005	C	`conf`	A fine-grained, controllable, user-to-user delegation method in RBAC. SACMAT Jacques Wainer, Akhil Kumar
2005	J	`jnl`	Meta workflows as a control and coordination mechanism for exception handling in workflow systems. Decis. Support Syst. Akhil Kumar, Jacques Wainer
2005	—	`conf`	Modeling the Behavior of Dispatching Rules in Workflow Systems: A Statistical Approach. CRIWG Gregório Baggio Tramontina, Jacques Wainer
2005	—	`conf`	Patterns of Collaboration and Non-collaboration Among Physicians. CRIWG Claudia Barsottini, Jacques Wainer
2005	—	`ch.`	Person-to-Person Processes: Computer-Supported Collaborative Work. Process-Aware Information Systems Clarence A. Ellis, Paulo Barthelmess, Jun Chen, Jacques Wainer
2004	Misc	`conf`	Applying scheduling techniques to minimize the number of late jobs in workflow systems. SAC Gregório Baggio, Jacques Wainer, Clarence A. Ellis
2004	Misc	`conf`	Tucupi: a flexible workflow system based on overridable constraints. SAC Jacques Wainer, Fábio de Lima Bezerra, Paulo Barthelmess
2003	J	`jnl`	A Fully Distributed Architecture for Large Scale Workflow Enactment. Int. J. Cooperative Inf. Syst. Roberto Silveira Silva Filho, Jacques Wainer, Edmundo R. M. Madeira
2003	—	`conf`	A Greedy Algorithm to Configure and Reconfigure Bluetooth Scatternets. MWCN Wanderley Ravagnani, Edmundo R. M. Madeira, Jacques Wainer
2003	J	`jnl`	A Reuse-Oriented Workflow Definition Language. Int. J. Cooperative Inf. Syst. Marie-José Blin, Jacques Wainer, Claudia Bauzer Medeiros
2003	—	`conf`	Constraint-Based Flexible Workflows. CRIWG Jacques Wainer, Fábio de Lima Bezerra
2003	—	`conf`	Meta-workflows and ESP: A Framework for Coordination, Exception Handling and Adaptability in Workflow Systems. WES Akhil Kumar, Jacques Wainer, Zuopeng Zhang
2003	J	`jnl`	W-RBAC - A Workflow Security Model Incorporating Controlled Overriding of Constraints. Int. J. Cooperative Inf. Syst. Jacques Wainer, Paulo Barthelmess, Akhil Kumar
2002	Misc	`conf`	St-Guide: A State/Transition Representation Model for Clinical Guidelines. AMIA Jacques Wainer, Ana María Monteiro, Meide Silva Anção, Daniel Sigulem
2001	B	`conf`	A Conceptual Framework to Model Chronic and Long-Term Diseases. AIME Ana María Monteiro, Jacques Wainer
2001	J	`jnl`	Proclets: A Framework for Lightweight Interacting Workflow Processes. Int. J. Cooperative Inf. Syst. Wil M. P. van der Aalst, Paulo Barthelmess, Clarence A. Ellis, Jacques Wainer
2001	B	`conf`	Symgroup: applying social agents in a group interaction system. GROUP Jacques Wainer, Danillo Palacio Braga
2000	—	`conf`	A Conceptual Framework to Model Chronic and Long-term Diseases. IBERAMIA-SBIA 2000 Open Discussion Track Ana María Monteiro, Jacques Wainer
2000	A*	`conf`	A Group Critic System for Object-Oriented Analysis and Design. ASE Cleidson R. B. de Souza, Jair S. Ferreira Jr., Kléder Miranda Gonçalves, Jacques Wainer
2000	—	`conf`	Logic Representation of Processes in Work Activity Coordination. SAC (1) Jacques Wainer
2000	B	`conf`	Network fault diagnosis: a model based approach. NOMS Jacques Wainer, Leliane N. de Barros, Volnys Borges Bernal, Marilza Lemos
2000	—	`conf`	Scheduling Meetings through Multi-agent Negotiation. IBERAMIA-SBIA Paulo Ferreira, Jacques Wainer
2000	B	`conf`	Workflow Modeling Using Proclets. CoopIS Wil M. P. van der Aalst, Paulo Barthelmess, Clarence A. Ellis, Jacques Wainer
1999	—	`conf`	A Model and Tool for Semi-Automatic Recording of Design Rationale in Software Diagrams. SPIRE/CRIWG Cleidson R. B. de Souza, Jacques Wainer, Dalcykelem B. Santos, Klissiomara L. Dias
1999	J	`jnl`	Automatic theory formation in graph theory. J. Braz. Comput. Soc. Hemerson Pistori, Jacques Wainer
1999	C	`conf`	CORBA based Architecture for Large Scale Workflow. ISADS Roberto Silveira Silva Filho, Jacques Wainer, Edmundo R. M. Madeira, Clarence A. Ellis
1999	—	`conf`	Fault Diagnosis for Local Area Network Environments. LANOMS Volnys Borges Bernal, Leliane N. de Barros, Marilza Lemos, Jacques Wainer
1999	J	`jnl`	Fuzzy Temporal/Categorical Information in Diagnosis. J. Intell. Inf. Syst. Jacques Wainer, Sandra A. Sandri
1998	—	`conf`	Agents in Groupware Systems. CRIWG Jacques Wainer, Clarence A. Ellis
1998	—	`conf`	Fuzzy Temporal Categorical and Intensity Information in Diagnosis. SBIA Jacques Wainer, Sandra A. Sandri
1998	A	`conf`	Modeling Action, Knowledge and Control. ECAI Hector Geffner, Jacques Wainer
1998	—	`conf`	Strong Conditional Logic. SBIA Cláudia Nalon, Jacques Wainer
1997	J	`jnl`	A temporal extension to the parsimonious covering theory. Artif. Intell. Medicine Jacques Wainer, Alexandre de Melo Rezende
1997	Misc	`conf`	Diagonalization and Type Rewriting in Clam. EPIA Jerônimo Pellegrini, Jacques Wainer
1996	—	`conf`	A Temporal Extension to the Parsimonious Covering Theory. SBIA Alexandre de Melo Rezende, Jacques Wainer
1996	—	`conf`	Epistemic Conditional Logics. SBIA Ana María Monteiro, Jacques Wainer
1996	A*	`conf`	Preferential Multi-Agent Nonmonotonic Logics: Preliminary Report. KR Ana María Monteiro, Jacques Wainer
1995	—	`ed.`	Advances in Artificial Intelligence, 12th Brazilian Symposium on Artificial Intelligence, SBIA '95, Campinas, Brazil, October 10-12, 1995, Proceedings SBIA Jacques Wainer, Ariadne Carvalho
1995	—	`conf`	WorkFlow systems: a few definitions and a few suggestions. COOCS Paulo Barthelmess, Jacques Wainer
1995	—	`conf`	Workflow Modeling. CRIWG Paulo Barthelmess, Jacques Wainer
1994	A	`conf`	A Conceptual Model of Groupware. CSCW Clarence A. Ellis, Jacques Wainer
1994	A	`conf`	Yet another Semantics of Goals and Goal Priorities. ECAI Jacques Wainer
1993	A*	`conf`	Epistemic Extension of Propositional Preference Logics. IJCAI Jacques Wainer
1992	A*	`conf`	Combining Circumscription and Modal Logic. AAAI Jacques Wainer
1991	J	`jnl`	A syntactic approach to introspection and reasoning about the beliefs of other agents. Fundam. Informaticae Anthony S. Maida, Jacques Wainer, Sehyeong Cho