JOURNAL ARTICLE

Kernel density estimation based sampling for imbalanced class distribution

Firuz Kamalov

Year: 2019 Journal:   Information Sciences Vol: 512 Pages: 1192-1201   Publisher: Elsevier BV
Keywords:
Overfitting Kernel density estimation Computer science Resampling Artificial intelligence Benchmark (surveying) Kernel (algebra) Machine learning Sampling distribution Class (philosophy) Range (aeronautics) Nonparametric statistics Sampling (signal processing) Statistics Data mining Pattern recognition (psychology) Mathematics Artificial neural network

Metrics

134
Cited By
8.14
FWCI (Field Weighted Citation Impact)
52
Refs
0.98
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
Face and Expression Recognition
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
© 2026 ScienceGate Book Chapters — All rights reserved.