Feature reduction for imbalanced data classification using similarity-based feature clustering with adaptive weighted K-nearest neighbors
Lin Sun, Jiuxiao Zhang, Weiping Ding, Jiucheng Xu
Topics & Concepts
Pattern recognition (psychology)Cluster analysisk-nearest neighbors algorithmComputer scienceArtificial intelligenceFeature (linguistics)Similarity (geometry)Reduction (mathematics)Dimensionality reductionData miningMathematicsImage (mathematics)PhilosophyLinguisticsGeometryImbalanced Data Classification TechniquesText and Document Classification TechnologiesRough Sets and Fuzzy Logic