Ronaldo C. Prati
Ronaldo C. Prati
Associate Professor of Computer Science, Universidade Federal do ABC
Verified email at ufabc.edu.br - Homepage
Title
Cited by
Cited by
Year
A study of the behavior of several methods for balancing machine learning training data
GE Batista, RC Prati, MC Monard
ACM SIGKDD explorations newsletter 6 (1), 20-29, 2004
23382004
Class Imbalances versus Class Overlapping: An Analysis of a Learning System Behavior
RC Prati, GE Batista, MC Monard
Mexican international conference on artificial intelligence, 312-321, 2004
3352004
Class imbalance revisited: a new experimental setup to assess the performance of treatment methods
RC Prati, GE Batista, DF Silva
Knowledge and Information Systems 45 (1), 247-270, 2015
1192015
Learning from imbalanced data sets
A Fernández, S García, M Galar, RC Prati, B Krawczyk, F Herrera
Springer, 2018
1032018
Evaluating classifiers using ROC curves
RC Prati, G Batista, MC Monard
Revista IEEE América Latina 6 (2), 215-222, 2008
99*2008
A survey on graphical methods for classification predictive performance evaluation
RC Prati, GE Batista, MC Monard
IEEE Transactions on Knowledge and Data Engineering 23 (11), 1601-1618, 2011
892011
Balancing strategies and class overlapping
GE Batista, RC Prati, MC Monard
International Symposium on Intelligent Data Analysis, 24-35, 2005
802005
Combining feature ranking algorithms through rank aggregation
RC Prati
The 2012 International Joint Conference on Neural Networks (IJCNN), 1-8, 2012
662012
Learning with class skews and small disjuncts
RC Prati, GE Batista, MC Monard
Brazilian Symposium on Artificial Intelligence, 296-306, 2004
572004
ROCCER: An Algorithm for Rule Learning Based on ROC Analysis.
RC Prati, PA Flach
IJCAI, 823-828, 2005
562005
Data mining with imbalanced class distributions: concepts and methods.
RC Prati, GE Batista, MC Monard
IICAI, 359-376, 2009
402009
PreTexT II: descrição da reestruturação da ferramenta de pré-processamento de textos.
MVB Soares, RC Prati, MC Monard
São Carlos, SP, Brasil., 2008
362008
Uma Proposta de Unificazcao da Linguagem de Representazcao de Conceitos de Algoritmos de Aprendizado de Muaquina Simbuolicose
RC Prati, JA Baranauskas
302001
Extraçao de informaçoes padronizadas para a avaliaçao de regras induzidas por algoritmos de aprendizado de máquina simbólico
RC Prati, JA Baranauskas, MC Monard
Relatório Técnico 145, 2001
282001
O framework de integraçao do sistema Discover
RC Prati
Universidade de São Paulo, 2003
272003
A study with class imbalance and random sampling for a decision tree learning system
RC Prati, GE Batista, MC Monard
IFIP International Conference on Artificial Intelligence in Theory and …, 2008
212008
Novas abordagens em aprendizado de máquina para a geração de regras, classes desbalanceadas e ordenação de casos
RC Prati
Universidade de São Paulo, 2006
202006
Padronizaçao da sintaxe e informaçoes sobre regras induzidas a partir de algoritmos de aprendizado de máquina simbólico
RC Prati, JA Baranauskas, MC Monard
Revista Eletrônica de Iniciaçao Cientıfica 2 (3), 21, 2002
202002
Constructing ensembles of symbolic classifiers
FC Bernardini, MC Monard, RC Prati
International Journal of Hybrid Intelligent Systems 3 (3), 159-167, 2006
192006
Complex network measures for data set characterization
G Morais, RC Prati
2013 Brazilian Conference on Intelligent Systems, 12-18, 2013
182013
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