Concepedia

Feature selection based on self-information combining double-quantitative class weights and three-order approximation accuracies in neighborhood rough sets

Jiefang Jiang, Xianyong Zhang

Information Sciences · 2023 · 16 citations · 42 references

Concepts

ComputingComputer ScienceData MiningFeature EngineeringMachine LearningClassificationFeature ExtractionFeature SelectionPattern RecognitionRepresentation LearningFeature Selection For ClassificationFeature Subset SelectionRough Set Theory

References

42

A Mathematical Theory of Communication

Claude E. Shannon · Bell System Technical Journal · 1948 · 80.7K citations

Engineering, Communication, Electrical Engineering +11

A New Measure of Rank Correlation

M. G. Kendall · Biometrika · 1938 · 2.3K citations

Natural Sciences, Mathematics, Statistics +6

Research design and statistical analysis

Choice Reviews Online · 2011 · 1.2K citations

Public Health, Biostatistics, Experimental Design +14

Neighborhood rough set based heterogeneous feature subset selection

Qinghua Hu, Daren Yu, Jinfu Liu et al. · Information Sciences · 2008 · 1.1K citations

Computing, Computer Science, Data Mining +10

A comprehensive survey on recent metaheuristics for feature selection

Tansel Dökeroğlu, Ayça Deniz, Hakan Ezgi Kızılöz · Neurocomputing · 2022 · 337 citations

Computing, Computer Science, Data Mining +15