Maria-Carolina Monard
Maria-Carolina Monard
Verified email at icmc.usp.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
18202004
An analysis of four missing data treatment methods for supervised learning
GE Batista, MC Monard
Applied artificial intelligence 17 (5-6), 519-533, 2003
6132003
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
2772004
A study of k-nearest neighbour as an imputation method
G Batista, MC Monard
Soft Computing Systems: Design, Management and Applications, Santiago, Chile …, 2002
2012002
A comparison of multi-label feature selection methods using the problem transformation approach
N SpolaôR, EA Cherman, MC Monard, HD Lee
Electronic Notes in Theoretical Computer Science 292, 135-151, 2013
1232013
Conceitos sobre aprendizado de máquina
MC Monard, JA Baranauskas
Sistemas inteligentes-Fundamentos e aplicações 1 (1), 32, 2003
1082003
Learmng with skewed class distrihutions
MC Monard, GE Batista
Advances in Logic, Artificial Intelligence, and Robotics: LAPTEC 85 (2002), 173, 2002
892002
Balancing training data for automated annotation of keywords: a case study
G Batista, AL Bazan, MC Monard
Proceedings of the Second Brazilian Workshop on Bioinformatics, 35-43, 2003
812003
Applying one-sided selection to unbalanced datasets
GE Batista, AC Carvalho, MC Monard
Mexican International Conference on Artificial Intelligence, 315-325, 2000
772000
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
702011
Incorporating label dependency into the binary relevance framework for multi-label classification
E Alvares-Cherman, J Metz, MC Monard
Expert Systems with Applications 39 (2), 1647-1655, 2012
662012
Balancing strategies and class overlapping
GE Batista, RC Prati, MC Monard
International Symposium on Intelligent Data Analysis, 24-35, 2005
642005
Curvas ROC para avaliação de classificadores
RC Prati, G Batista, MC Monard
Revista IEEE América Latina 6 (2), 215-222, 2008
592008
Multi-label Problem Transformation Methods: a Case Study
EA Cherman, MC Monard, J Metz
CLEI Electronic Journal 14 (1), 4-4, 2011
562011
Indução de regras e árvores de decisão
MC Monard, JA Baranauskas
Sistemas Inteligentes. Rezende, SO Editora Manole Ltda, 115-140, 2003
522003
ReliefF for multi-label feature selection
N Spolaôr, EA Cherman, MC Monard, HD Lee
2013 Brazilian Conference on Intelligent Systems, 6-11, 2013
502013
Learning with class skews and small disjuncts
RC Prati, GE Batista, MC Monard
Brazilian Symposium on Artificial Intelligence, 296-306, 2004
442004
Pretext: Uma ferramenta para pré-processamento de textos utilizando a abordagem bag-of-words
ET Matsubara, CA Martins, MC Monard
Techinical Report 209, 4, 2003
442003
Reviewing some machine learning concepts and methods
JA Baranauskas, MC Monard
Relatórios Técnicos do ICMC/USP 102, 2000
422000
The use of fuzzy decision trees for coffee rust warning in Brazilian crops
ME Cintra, CAA Meira, MC Monard, HA Camargo, LHA Rodrigues
2011 11th International Conference on Intelligent Systems Design and …, 2011
382011
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