Prof. M Ashraful Amin, PhD

My teaching philosophy is “Application Oriented Learning”. Focus of this philosophy is to restructure course material in such a way that it contains more real-life example-oriented explanation and demonstration such that students know where and how they can apply knowledge acquired during a course. This is done through introduction of practical problem-solving strategies and relevant literature surveying. After attending my courses students know how to seek for relevant material for learning. I teach my students how to learn.

My research philosophy is “Humanitarian Technology Innovation for 4th Industrial Revolution Challenges”. Focus of this philosophy is to motivate and equip, Bangladeshi youth to learn and apply research on machine learning and statistical data analytics, computer vision and cybernetics, and IoT and robotics, to develop humanitarian technology to address issues such as: climate, gender, disability, healthcare, education, and poverty alleviation.

Prof. M Ashraful Amin, PhD

Bio

Publications (188)

CMBAN: Cartoon-Driven Meme Contextual Classification Dataset for Bangla

Designing HepCare App: Promoting Hepatitis Prevention and Awareness in Bangladesh

Early-Stage Development of a Handwritten Prescription Interpretation App for Bangladeshi Citizens

IoV Cyberattack Detection via TabTransformer on CAN Bus Communications

Cross-Dataset Framework for Diabetes Prediction with KAN and MLP

Designing a Mobile App for a National Liver Cancer Registry in Bangladesh

Initial Design of a Serious Game for Reducing Risks of Prenatal Excessive Gestational Weight Gain in Bangla

RSTHFS: A Rough Set Theory-Based Hybrid Feature Selection Method for Phishing Website Classification

Segment Anything Model 2 (SAM 2) for Accurate Flood Detection in Remote Sensing Imagery

A Conceptual Design Framework of GorbhoShongi App for Mental Well-Being Among Bangladeshi Pregnant and Postpartum Women