3 papers
cs.PL2025
ZeroML: A Next Generation AutoML Language
Monirul Islam Mahmud
ZeroML is a new generation programming language for AutoML to drive the ML pipeline in a compiled and multi-paradigm way, with a pure functional core. Meeting the shortcomings intr…
cs.LG2025
Towards Trustworthy Keylogger detection: A Comprehensive Analysis of Ensemble Techniques and Feature Selections through Explainable AI
Monirul Islam Mahmud
Keylogger detection involves monitoring for unusual system behaviors such as delays between typing and character display, analyzing network traffic patterns for data exfiltration.…
cs.LG2024
Linear Discriminant Analysis in Credit Scoring: A Transparent Hybrid Model Approach
Md Shihab Reza, Monirul Islam Mahmud, Ifti Azad Abeer +1
The development of computing has made credit scoring approaches possible, with various machine learning (ML) and deep learning (DL) techniques becoming more and more valuable. Whil…