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A hybrid sampling method for highly imbalanced and overlapped data classification with complex distribution

Yansong Liu, Li Zhu, Lei Ding, He Sui, Wenli Shang

2024Information Sciences19 citationsDOI

Topics & Concepts

OversamplingComputer scienceBenchmark (surveying)Pattern recognition (psychology)Artificial intelligenceSampling (signal processing)Matching (statistics)Sensitivity (control systems)Sample (material)Data miningAlgorithmMathematicsStatisticsGeographyElectronic engineeringFilter (signal processing)Computer visionBandwidth (computing)Computer networkChemistryGeodesyEngineeringChromatographyImbalanced Data Classification TechniquesElectricity Theft Detection TechniquesDigital Media Forensic Detection
A hybrid sampling method for highly imbalanced and overlapped data classification with complex distribution | Litcius