Litcius/Paper detail

Adaptive weighted over-sampling for imbalanced datasets based on density peaks clustering with heuristic filtering

Xinmin Tao, Qing Li, Wenjie Guo, Chao Ren, Qing He, Rui Liu, Junrong Zou

2020Information Sciences77 citationsDOI

Topics & Concepts

Cluster analysisComputer scienceHeuristicSampling (signal processing)Classifier (UML)Adaptive samplingArtificial intelligencePattern recognition (psychology)Class (philosophy)Data miningMachine learningMathematicsStatisticsFilter (signal processing)Monte Carlo methodComputer visionImbalanced Data Classification TechniquesElectricity Theft Detection TechniquesFinancial Distress and Bankruptcy Prediction
Adaptive weighted over-sampling for imbalanced datasets based on density peaks clustering with heuristic filtering | Litcius