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Special Issue on Multidisciplinary Sciences and Advanced Technology 2026
Guest Editors: Prof. Paul Andrew
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Keyword: Artificial Neural Network
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Open AccessArticle
12 Pages, 1,782 KB Download PDF
An Integrated Approach to Manage Imbalanced Datasets using PCA with Neural Networks

by Swarup Kumar Mondal and Anindya Sen
Journal of Engineering Research and Sciences, Volume 3, Issue 10, Page # 1-12, 2024; DOI: 10.55708/js0310001
Abstract: Imbalanced dataset handling in real time is one of the most challenging tasks in predictive modelling. This work handles the critical issues arising in imbalanced dataset with implementation of artificial neural network and deep neural network architecture. The usual machine learning algorithms fails to achieve desired throughput with certain input circumstances due to mismatched class… Read More

(This article belongs to the Special Issue on Special Issue on Multidisciplinary Sciences and Advanced Technology 2024 and the Section Artificial Intelligence – Computer Science (AIC))

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