Concepedia

Maria Carolina Monard

MC

27

Publications

6.4K

Citations

18

H-Index

1999

Active since

Affiliations

Universidade de São Paulo(Current)

Universidade Federal de São Carlos

Brazilian Society of Computational and Applied Mathematics

Universidade Estadual do Oeste do Paraná

Institute of Mathematics and Computer Science

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

Top concepts

EngineeringData MiningData ScienceMachine LearningKnowledge DiscoveryPattern RecognitionComputer SciencePredictive AnalyticsText MiningManagement

Publications per year

1999–2017

27

Publications

27

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 · 2004 · 4K citations

Artificial Intelligence, Engineering, Machine Learning +19

An analysis of four missing data treatment methods for supervised learning

Gustavo Batista, Maria Carolina Monard · Applied Artificial Intelligence · 2003 · 865 citations

Engineering, Machine Learning, Mode Imputation Method +22

Balancing Training Data for Automated Annotation of Keywords: a Case Study.

Gustavo E. A. P. A. Batista, Ana L. C. Bazzan, Maria Carolina Monard · 2003 · 310 citations

Artificial Intelligence, Data Annotation, Engineering +22

A Comparison of Multi-label Feature Selection Methods using the Problem Transformation Approach

Newton Spolaôr, Everton Alvares Cherman, Maria Carolina Monard et al. · Electronic Notes in Theoretical Computer Science · 2013 · 219 citations · Full text

Classification Method, Multiple Instance Learning, Engineering +12

ReliefF for Multi-label Feature Selection

Newton Spolaôr, Everton Alvares Cherman, Maria Carolina Monard et al. · 2013 · 180 citations

Relieff Algorithm, Classification Method, Multiple Instance Learning +14

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