About
Contact & Profiles
A5065147189
Research Areas
- Financial Distress and Bankruptcy Prediction
- Imbalanced Data Classification Techniques
- Video Surveillance and Tracking Methods
- Fuzzy Logic and Control Systems
- Brain Tumor Detection and Classification
- Data Stream Mining Techniques
- Advanced Image and Video Retrieval Techniques
- Image Retrieval and Classification Techniques
University of Technology Sydney
2022-2024
10.1016/j.eswa.2024.125795
article
EN
Expert Systems with Applications
2024-11-01
Credit risk classification is a crucial area in machine learning-enhanced financial decision support systems, and numerous studies have achieved significant progress. However, data the modern landscape inherently complex, characterized by lack of labeled data, cross-domain heterogeneity, class imbalance. These three major problems hinder achievement credit classification. Therefore, we propose semi-supervised heterogeneous domain adaptation method an imbalanced augmentation to overcome these...
10.1016/j.neucom.2024.127948
article
EN
cc-by
Neurocomputing
2024-05-28
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