Concepedia

Everton Alvares Cherman

EA

9

Publications

636

Citations

9

H-Index

2011

Active since

Affiliations

Universidade de São Paulo(Current)

Institute of Mathematics and Computer Science

Universidade Estadual do Oeste do Paraná

Everton Alvares Cherman is an author at Universidade de São Paulo specializing in data science, engineering, and data mining.

Top concepts

EngineeringData ScienceData MiningMachine LearningPattern RecognitionKnowledge DiscoveryComputer ScienceSupervised LearningInformation RetrievalSemi-supervised Learning

Publications per year

2011–2019

9

Publications

9

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

Multi-label Problem Transformation Methods: a Case Study

Everton Alvares Cherman, Maria Carolina Monard, Jean Metz · CLEI electronic journal · 2011 · 101 citations · Full text

A Framework to Generate Synthetic Multi-label Datasets

Jimena Torres Tomás, Newton Spolaôr, Everton Alvares Cherman et al. · Electronic Notes in Theoretical Computer Science · 2014 · 45 citations · Full text

Artificial Intelligence, Data Annotation, Multiple Instance Learning +19

DyS: A Framework for Mixture Models in Quantification

André Gustavo Maletzke, Denis Dos Reis, Everton Alvares Cherman et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 28 citations · Full text

Engineering, Machine Learning, Mining Methods +19

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