JOURNAL ARTICLE

An Improved Hybrid Approach for Handling Class Imbalance Problem

Abeer S. DesukySadiq Hussain

Year: 2021 Journal:   Arabian Journal for Science and Engineering Vol: 46 (4)Pages: 3853-3864   Publisher: Springer Science+Business Media
Keywords:
Undersampling Computer science Machine learning Class (philosophy) Artificial intelligence Decision tree Simulated annealing Support vector machine Data mining Task (project management) k-nearest neighbors algorithm Engineering

Metrics

57
Cited By
7.20
FWCI (Field Weighted Citation Impact)
52
Refs
0.97
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Imbalanced Data Classification Techniques
Physical Sciences →  Computer Science →  Artificial Intelligence
Electricity Theft Detection Techniques
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Artificial Intelligence in Healthcare
Health Sciences →  Health Professions →  Health Information Management

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