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Ronaldo C. Prati
Ronaldo C. Prati
Associate Professor of Computer Science, Universidade Federal do ABC
E-mail confirmado em ufabc.edu.br - Página inicial
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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
32512004
Learning from imbalanced data sets
A Fernández, S García, M Galar, RC Prati, B Krawczyk, F Herrera
Springer 10, 978-3, 2018
5722018
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
4062004
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
1702015
Evaluating classifiers using ROC curves
RC Prati, G Batista, MC Monard
Revista IEEE América Latina 6 (2), 215-222, 2008
126*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
1112011
Balancing strategies and class overlapping
GE Batista, RC Prati, MC Monard
International symposium on intelligent data analysis, 24-35, 2005
1012005
Combining feature ranking algorithms through rank aggregation
RC Prati
The 2012 international joint conference on neural networks (IJCNN), 1-8, 2012
872012
Learning with class skews and small disjuncts
RC Prati, GE Batista, MC Monard
Brazilian Symposium on Artificial Intelligence, 296-306, 2004
772004
Data mining with imbalanced class distributions: concepts and methods.
RC Prati, GE Batista, MC Monard
IICAI, 359-376, 2009
692009
ROCCER: An algorithm for rule learning based on ROC analysis.
RC Prati, PA Flach
Ijcai, 823-828, 2005
562005
PreTexT II: descrição da reestruturação da ferramenta de pré-processamento de textos.
MVB Soares, RC Prati, MC Monard
São Carlos, SP, Brasil., 2008
382008
Advancing IoT-based smart irrigation
R Togneri, C Kamienski, R Dantas, R Prati, A Toscano, JP Soininen, ...
IEEE Internet of Things Magazine 2 (4), 20-25, 2019
322019
Uma Proposta de Unificazcao da Linguagem de Representazcao de Conceitos de Algoritmos de Aprendizado de Muaquina Simbuolicose
RC Prati, JA Baranauskas
312001
Cost-sensitive learning
A Fernández, S García, M Galar, RC Prati, B Krawczyk, F Herrera
Learning from Imbalanced Data Sets, 63-78, 2018
302018
O framework de integraçao do sistema Discover
RC Prati
Universidade de São Paulo, 2003
302003
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
292001
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
282008
Novas abordagens em aprendizado de máquina para a geração de regras, classes desbalanceadas e ordenação de casos
RC Prati
Universidade de São Paulo, 2006
272006
The comprehension of figurative language: What is the influence of irony and sarcasm on NLP techniques?
L Weitzel, RC Prati, RF Aguiar
Sentiment analysis and ontology engineering, 49-74, 2016
262016
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