BOOK-CHAPTER

MahalCUSFilter: A Hybrid Undersampling Method to Improve the Minority Classification Rate of Imbalanced Datasets

Venkata Krishnaveni ChennuruSobha Rani Timmappareddy

Year: 2017 Lecture notes in computer science Pages: 43-53   Publisher: Springer Science+Business Media
Keywords:
Undersampling Computer science Artificial intelligence Data mining Machine learning Pattern recognition (psychology)

Metrics

4
Cited By
0.29
FWCI (Field Weighted Citation Impact)
24
Refs
0.59
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Imbalanced Data Classification Techniques
Physical Sciences →  Computer Science →  Artificial Intelligence
Machine Learning and Data Classification
Physical Sciences →  Computer Science →  Artificial Intelligence
Text and Document Classification Technologies
Physical Sciences →  Computer Science →  Artificial Intelligence

Related Documents

BOOK-CHAPTER

Overlap-Based Undersampling Method for Classification of Imbalanced Medical Datasets

Pattaramon VuttipittayamongkolEyad Elyan

IFIP advances in information and communication technology Year: 2020 Pages: 358-369
JOURNAL ARTICLE

GUM: A Guided Undersampling Method to Preprocess Imbalanced Datasets for Classification

Kisuk SungW. Eric BrownErick Moreno‐CentenoYu Ding

Journal:   2022 IEEE 18th International Conference on Automation Science and Engineering (CASE) Year: 2022 Pages: 1086-1091
JOURNAL ARTICLE

A Hybrid Undersampling-SMOTE Method for Imbalanced Big Data Classification

Shaymaa Ahmed RazoqiGhayda Al-Talib

Journal:   Mağallaẗ al-tarbiyaẗ wa-al-ʻilm Year: 2023 Vol: 32 (4)Pages: 81-90
JOURNAL ARTICLE

Evolutionary Undersampling for Classification with Imbalanced Datasets: Proposals and Taxonomy

Salvador GarcíaFrancisco Herrera

Journal:   Evolutionary Computation Year: 2009 Vol: 17 (3)Pages: 275-306
© 2026 ScienceGate Book Chapters — All rights reserved.