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)

TinyLLM Efficacy in Low-Resource Language

Medical Personal Protective Equipment detection using YOLOv7

A Study into the Limitations of Cnn Recognition on Isolated Bengali Compound Characters

EEG‐Based Preference Classification for Neuromarketing Application

Recent trends in non-invasive neural recording based brain-to-brain synchrony analysis on multidisciplinary human interactions for understanding brain dynamics: a systematic review

Transcriptomic Analysis Provides Insights into Allergen Profile of Hilsa Shad Tenualosa Ilisha

Morphological classification of Radio Galaxies using Semi-Supervised Group Equivariant CNNs

ECG Signal Classification Using Transfer Learning and Convolutional Neural Networks

Exploration of EEG-Based Depression Biomarkers Identification Techniques and Their Applications: A Systematic Review

Kidney Tumor Recognition from Abdominal CT Images using Transfer Learning