JOURNAL ARTICLE

A histogram SMOTE-based sampling algorithm with incremental learning for imbalanced data classification

Lawrence Chuin Ming LiawShing Chiang TanPey Yun GohChee Peng Lim

Year: 2024 Journal:   Information Sciences Vol: 686 Pages: 121193-121193   Publisher: Elsevier BV
Keywords:
Computer science Histogram Sampling (signal processing) Pattern recognition (psychology) Algorithm Artificial intelligence Data mining Incremental learning Machine learning Image (mathematics) Computer vision

Metrics

43
Cited By
27.47
FWCI (Field Weighted Citation Impact)
53
Refs
0.99
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

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

DPC-SMOTE Over-sampling Algorithm for Imbalanced Data Classification

LIU ZhihanZHANG ZhonglinZHAO Lei

Journal:   DOAJ (DOAJ: Directory of Open Access Journals) Year: 2024
JOURNAL ARTICLE

Clustering-based incremental learning for imbalanced data classification

Yuxin LiuGuangyu DuChenke YinHaichao ZhangJia Wang

Journal:   Knowledge-Based Systems Year: 2024 Vol: 292 Pages: 111612-111612
JOURNAL ARTICLE

Imbalanced Classification Based on Active Learning SMOTE

Ying Mi

Journal:   Research Journal of Applied Sciences Engineering and Technology Year: 2013 Vol: 5 (3)Pages: 944-949
BOOK-CHAPTER

Imbalanced Data Classification Algorithm Based on Integrated Sampling and Ensemble Learning

Han YanMing-Xiang HeQixian Lu

Advances in intelligent systems and computing Year: 2019 Pages: 615-624
© 2026 ScienceGate Book Chapters — All rights reserved.