Maria Carolina Monard

Author

Also Known As

M C Monard, M. C. MONARD, M. C. Monard, M.C. Monard, MARIA C. MONARD, Maria C. Monard, Maria Carolina Monard, Maria Monard, María C. Monard, Monard, Maria C.

153

Publications

7.8K

Citations

H-Index

Concepts

All Affiliations

Universidade de São Paulo Universidade Federal de São Carlos Brazilian Society of Computational and Applied Mathematics Universidade Estadual do Oeste do Paraná Institute of Mathematics and Computer Science

About

Maria Carolina Monard is an author at Universidade de São Paulo specializing in engineering, data mining, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	17	26	6.3K
2	Management	8	8	1.2K
3	Biostatistics	5	5	337
4	Natural Sciences	1	1	12
5	Public Health	1	1	40

Maria Carolina Monard

Publications

6.4K

Citations

H-Index

Page 1

	Year	Citations
A study of the behavior of several methods for balancing machine learning training data Gustavo E. A. P. A. Batista, Ronaldo C. Prati, Maria Carolina Monard ACM SIGKDD Explorations Newsletter Artificial IntelligenceEngineeringMachine LearningClass Imbalance ProblemText Mining	2004	4K
An analysis of four missing data treatment methods for supervised learning Gustavo Batista, Maria Carolina Monard Applied Artificial Intelligence EngineeringMachine LearningMode Imputation MethodData Treatment MethodsClassification Method	2003	865
Balancing Training Data for Automated Annotation of Keywords: a Case Study. Gustavo E. A. P. A. Batista, Ana L. C. Bazzan, Maria Carolina Monard Artificial IntelligenceData AnnotationEngineeringMachine LearningAutomatic Annotation Tool	2003	310
A Comparison of Multi-label Feature Selection Methods using the Problem Transformation Approach Newton Spolaôr, Everton Alvares Cherman, Maria Carolina Monard, Electronic Notes in Theoretical Computer Science Classification MethodMultiple Instance LearningEngineeringInformation RetrievalMachine Learning	2013	219
ReliefF for Multi-label Feature Selection Newton Spolaôr, Everton Alvares Cherman, Maria Carolina Monard, Relieff AlgorithmClassification MethodMultiple Instance LearningImage AnalysisMachine Learning	2013	180
A Survey on Graphical Methods for Classification Predictive Performance Evaluation Ronaldo C. Prati, Gustavo Batista, Maria Carolina Monard IEEE Transactions on Knowledge and Data Engineering EngineeringMachine LearningClassification MethodInformation RetrievalData Science	2011	105
Multi-label Problem Transformation Methods: a Case Study Everton Alvares Cherman, Maria Carolina Monard, Jean Metz CLEI electronic journal	2011	101
Incorporating label dependency into the binary relevance framework for multi-label classification Everton Alvares-Cherman, Jean Metz, Maria Carolina Monard Expert Systems with Applications Natural Language ProcessingClassification MethodMultiple Instance LearningMulti-label ClassificationInformation Retrieval	2011	99
Learning with Skewed Class Distributions Maria Carolina Monard, Gustavo Enrique de Almeida Prado Alves Batista EngineeringMachine LearningMachine Learning CommunitySkewed Class DistributionsText Mining	2002	68
Data mining with imbalanced class distributions: concepts and methods. Ronaldo C. Prati, Gustavo E. A. P. A. Batista, Maria Carolina Monard EngineeringMachine LearningMining MethodsText MiningImbalanced Data Sets	2009	59

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