Manufacturing Lead Time Classification Using Support Vector Machine. - Zhong Heng Lim; Umi Kalsom Yusof; Haziqah Shamsudin (IVIC, 2019)

Combining oversampling and undersampling techniques for imbalanced classification: A comparative study using credit card fraudulent transaction dataset. - Haziqah Shamsudin; Umi Kalsom Yusof; Andal Jayalakshmi; Mohd Nor Akmal Khalid (ICCA, 2020)

Financial Time Series Forecasting Using Prophet. - Umi Kalsom Yusof; Mohd Nor Akmal Khalid; Abir Hussain; Haziqah Shamsudin (IRICT, 2020)