Concepedia

Feature selection based on maximal neighborhood discernibility

Changzhong Wang, Qiang He, Mingwen Shao, Qinghua Hu

International Journal of Machine Learning and Cybernetics · 2017 · 65 citations · 60 references

Concepts

ComputingComputer ScienceData MiningFeature EngineeringMachine LearningFeature DetectionFeature ExtractionFeature SelectionImage Feature EngineeringPattern RecognitionRepresentation LearningFeature Selection For ClassificationFeature Subset SelectionNeighborhood FeaturesSparse Feature SelectionUnsupervised Feature Selection

References

60

Rough sets

Zdzis aw Pawlak · International Journal of Parallel Programming · 1982 · 12.1K citations

Computing, Computer Science, Mathematics +10

ROUGH FUZZY SETS AND FUZZY ROUGH SETS*

Didier Dubois, Henri Prade · International Journal of General Systems · 1990 · 2.9K citations

Computing, Computer Science, Mathematics +11

Rudiments of rough sets

Zdzisław Pawlak, Andrzej Skowron · Information Sciences · 2006 · 2.1K citations · Full text

Natural Sciences, Mathematics, Set Theory +3

Variable precision rough set model

Wojciech Ziarko · Journal of Computer and System Sciences · 1993 · 2K citations

Engineering, Industrial Engineering, Mathematics +7

Correlation-based Feature Selection for Discrete and Numeric Class Machine Learning

Mark A. Hall · Research Commons (The University of Waikato) · 2000 · 1.7K citations · Full text

Computing, Computer Science, Data Science +17