Attribute reduction based on overlap degree and k-nearest-neighbor rough sets in decision information systems
Meng Hu, Eric C.C. Tsang, Yanting Guo, Degang Chen, Weihua Xu
Topics & Concepts
Rough setk-nearest neighbors algorithmReductsortDegree (music)Data miningReduction (mathematics)Computer scienceFilter (signal processing)Class (philosophy)Pattern recognition (psychology)MathematicsNearest-neighbor chain algorithmSet (abstract data type)Artificial intelligenceCluster analysisInformation retrievalCorrelation clusteringAcousticsPhysicsComputer visionGeometryCanopy clustering algorithmProgramming languageRough Sets and Fuzzy LogicData Mining Algorithms and ApplicationsImbalanced Data Classification Techniques