Open Access

ARTICLE

Dealing with Imbalanced Dataset Leveraging Boundary Samples Discovered by Support Vector Data Description

Zhengbo Luo¹, Hamïd Parvïn^2,3,4,*, Harish Garg⁵, Sultan Noman Qasem^6,7, Kim-Hung Pho⁸, Zulkefli Mansor⁹

1 Graduate School of Information, Production and Systems, Waseda University, Tokyo, Japan
2 Institute of Research and Development, Duy Tan University, Da Nang, 550000, Vietnam
3 Faculty of Information Technology, Duy Tan University, Da Nang, 550000, Vietnam
4 Department of Computer Science, Nourabad Mamasani Branch, Islamic Azad University, Mamasani, Iran
5 School of Mathematics, Thapar Institute of Engineering and Technology, Deemed University, Patiala, Punjab, 147004, India
6 Computer Science Department, College of Computer and Information Sciences, Al Imam Mohammad Ibn Saud Islamic University, Riyadh, Saudi Arabia
7 Computer Science Department, Faculty of Applied Science, Taiz University, Taiz, Yemen
8 Fractional Calculus, Optimization and Algebra Research Group, Faculty of Mathematics and Statistics, Ton Duc Thang University, Ho Chi Minh City, Vietnam
9 Fakulti Teknologi dan Sains Maklumat, Universiti Kebangsaan Malaysia, Selangor, Malaysia

* Corresponding Author: Hamïd Parvïn. Email: