JOURNAL ARTICLE

Oaldpc: Oversampling Approach Based on Local Density Peaks Clustering for Imbalanced Classification

Junnan LiQingsheng Zhu

Year: 2022 Journal:   SSRN Electronic Journal   Publisher: RELX Group (Netherlands)
Keywords:
Oversampling Cluster analysis Pattern recognition (psychology) Artificial intelligence Computer science Data mining Mathematics

Metrics

0
Cited By
0.00
FWCI (Field Weighted Citation Impact)
47
Refs
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Topics

Imbalanced Data Classification Techniques
Physical Sciences →  Computer Science →  Artificial Intelligence
Anomaly Detection Techniques and Applications
Physical Sciences →  Computer Science →  Artificial Intelligence
Electricity Theft Detection Techniques
Physical Sciences →  Engineering →  Electrical and Electronic Engineering

Related Documents

JOURNAL ARTICLE

OALDPC: oversampling approach based on local density peaks clustering for imbalanced classification

Junnan LiQingsheng Zhu

Journal:   Applied Intelligence Year: 2023 Vol: 53 (24)Pages: 30987-31017
JOURNAL ARTICLE

A Novel Oversampling Method for Imbalanced Datasets Based on Density Peaks Clustering

Jie CaoYong Shi

Journal:   Tehnicki vjesnik - Technical Gazette Year: 2021 Vol: 28 (6)
JOURNAL ARTICLE

Density Based Synthetic Oversampling Approach for Imbalanced Learning

Wang GuoxunLiang Liu

Journal:   International Journal of Advancements in Computing Technology Year: 2012 Vol: 4 (22)Pages: 648-654
JOURNAL ARTICLE

Local Density-Aware Oversampling with Noise Resistance for Imbalanced Data Classification

Yuqing ZhangShuhao FanWei Xue

Journal:   Statistics Optimization & Information Computing Year: 2025 Vol: 14 (5)Pages: 2704-2723
© 2026 ScienceGate Book Chapters — All rights reserved.