Muhammad Syafiq Mohd Pozi

An Investigation of SMOTE based Methods for Imbalanced Datasets with Data Complexity Analysis

Nur Athirah Azhar, Muhammad Syafiq Mohd Pozi, Aniza Mohamed Din et al. · IEEE Transactions on Knowledge and Data Engineering · 2022 · 94 citations

Computing, Computer Science, Data Analytics +11

Improving Anomalous Rare Attack Detection Rate for Intrusion Detection System Using Support Vector Machine and Genetic Programming

Muhammad Syafiq Mohd Pozi, Md. Nasir Sulaiman, Norwati Mustapha et al. · Neural Processing Letters · 2015 · 49 citations

Computing, Computer Engineering, Computer Science +14

Agentic AI: The age of reasoning—A review

Ume Nisa, M. Reza Shirazi, Mohamed Ali Saip et al. · Journal of Automation and Intelligence · 2025 · 23 citations · Full text

Computing, Autonomous Systems, Computer Science +17

A new classification model for a class imbalanced data set using genetic programming and support vector machines: case study for wilt disease classification

Muhammad Syafiq Mohd Pozi, Md. Nasir Sulaiman, Norwati Mustapha et al. · Remote Sensing Letters · 2015 · 14 citations

Computing, Computer Science, Data Science +16