Article

Kalid, Suraya Nurain and Khor, Kok Chin and Ng, Keng Hoong and Tong, Gee Kok (2024) Detecting Frauds and Payment Defaults on Credit Card Data Inherited With Imbalanced Class Distribution and Overlapping Class Problems: A Systematic Review. IEEE Access, 12. pp. 23636-23652. ISSN 2169-3536

Kalid, Suraya Nurain and Ho, Sin Ban and Ibrahim, Amalina and Nor Azman, Johan Harris and Tan, Szu Jean and Cheong, Jia En (2024) Enhancing Personalized Healthcare with an Effective E-Healthcare Management System. Journal of System and Management Sciences, 14 (2). ISSN 1816-6075, 1818-0523

Zainudin, Nur Sara and Ng, Keng Hoong and Ting, Choo Yee and Khor, Kok Chin and Tong, Gee Kok and Kalid, Suraya Nurain (2023) Portfolio Construction of Good Defensive Malaysian Shariah-Compliant Stocks Using Data Mining Techniques. Journal of System and Management Sciences, 13 (5). ISSN 1816-6075, 1818-0523

Rosley, Najmi and Tong, Gee Kok and Ng, Keng Hoong and Kalid, Suraya Nurain and Khor, Kok Chin (2022) Autoencoders with Reconstruction Error and Dimensionality Reduction for Credit Card Fraud Detection. Journal of System and Management Sciences, 12 (6). pp. 70-80. ISSN 1816-6075, 1818-0523

Kalid, Suraya Nurain and Ng, Keng Hoong and Tong, Gee Kok and Khor, Kok Chin (2020) A Multiple Classifiers System for Anomaly Detection in Credit Card Data With Unbalanced and Overlapped Classes. IEEE Access, 8. pp. 28210-28211. ISSN 2169-3536

Conference or Workshop Item

Kalid, Suraya Nurain and Khor, Kok Chin and Ng, Keng Hoong and Ting, Choo Yee (2014) Effective classification for unbalanced bank direct marketing data with over-sampling. In: Knowledge Management International Conference (KMICe) 2014, 12 - 15 August 2014, Langkawi, Malaysia.

Thesis

Kalid, Suraya Nurain (2020) Multiple classifiers system for anomaly detection. Masters thesis, Multimedia University.