Ronaldo C. Prati
Ronaldo C. Prati
Associate Professor of Computer Science, Universidade Federal do ABC
Verified email at ufabc.edu.br - Homepage
TitleCited byYear
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
20072004
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
2992004
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
992015
Evaluating classifiers using ROC curves
RC Prati, G Batista, MC Monard
Revista IEEE América Latina 6 (2), 215-222, 2008
84*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
772011
Balancing strategies and class overlapping
GE Batista, RC Prati, MC Monard
International Symposium on Intelligent Data Analysis, 24-35, 2005
662005
Combining feature ranking algorithms through rank aggregation
RC Prati
The 2012 International Joint Conference on Neural Networks (IJCNN), 1-8, 2012
592012
ROCCER: An Algorithm for Rule Learning Based on ROC Analysis.
RC Prati, PA Flach
IJCAI, 823-828, 2005
492005
Learning with class skews and small disjuncts
RC Prati, GE Batista, MC Monard
Brazilian Symposium on Artificial Intelligence, 296-306, 2004
462004
Learning from imbalanced data sets
A Fernández, S García, M Galar, RC Prati, B Krawczyk, F Herrera
Springer, 2018
382018
Data mining with imbalanced class distributions: concepts and methods.
RC Prati, GE Batista, MC Monard
IICAI, 359-376, 2009
312009
PreTexT II: descrição da reestruturação da ferramenta de pré-processamento de textos.
MVB Soares, RC Prati, MC Monard
São Carlos, SP, Brasil., 2008
312008
Uma Proposta de Unificaçcao da Linguagem de Representaçcao de Conceitos de Algoritmos de Aprendizado de Muaquina Simbuolicose
RC Prati, JA Baranauskas
292001
O framework de integraçao do sistema Discover
RC Prati
Universidade de São Paulo, 2003
262003
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
252001
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
172013
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
172008
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
172002
ROCCER: A ROC convex hull rule learning algorithm
R Prati, P Flach
Proc. of the ECML/PKDD Workshop on Advances in Inductive Rule Learning, 144-153, 2004
162004
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