Research Interests

• Requirement Analysis and Verification

• Data Analytics

• Bioinformatics

On-Going Projects

Undergraduate Thesis/Project

Spring 2021

1. Retinopathy Image Processing for Diabetic Patients

   • People: Jannatul Naim, Zahid Hasan, Md. Niajul Haque Pradhan

2. Demand Forecasting for Supply Chain Management

   • People: Md Nayeem, Shishir Zaman, Rifah Tatrapi

Fall 2020

1. A Generative Adversarial Network Based Deep Learning Model to Recognize Bangla Handwritten Characters

   • People: Tanzina Akter Tani, Md. Shoumique Hasan, Nilofa Yeasmin

2. Deep Learning Approach to Detecting Fake News in Bangla Language

   • People: Md. Rakibul Hasan Shezan, Mohammed Nasif Zawad, Yeasir Arafat Shahed

Graduate Thesis (MS in Computer Science)

1. Analyzing and Predicting Fishing Websites

   • Susmita Deb Nath

2. Machine Learning Based Product Demand Forecasting

   • Mohammed Saadman Talukder

3. Newly joined students (Thesis topic under discussion)

   • Habiba Azrin Mim (Major in Software Engineering)

   • Raihanatul Jannat Rimi (Major in Software Engineering)

   • Tasnuva Chowdhury (Major in Data Science)

   • Taha Tasnia Islam (Major in Software Engineering)

Recently Completed Project

Undergraduate Thesis/Project

1. An Efficient Breast Cancer Analysis Technique by Using a Combination of HOG and Canny Edge Detection Techniques

   • People: Ramisha Anjum, Rubaiya Rahman Dipti, Harun Or Rashid

2. Analyzing and Evaluating Boosting-Based CNN Algorithms for Image Classification

   • People: Masrafi Rahman, Raiyan Prodhan, Yeasir Shishir

3. Transfer and Deep Learning in Image Analysis and Character Recognition

   • People: Tahmina Akter Tisha and Mir Moynuddin Ahmed Shibly

4. An Efficient Approach to Software Fault Prediction

   • People: Md Anuvob Pradan, Mahia Binte Mizan, Moon Howlader

5. Effect of Feature Selection in Software Fault Detection

   • People: Shamse Tasnim Cynthia, Md. Golam Rasul

6. Tuberous Sclerosis Complex (TSC) Disease Prediction Using Optimized Convolutional Neural Network

   • People: Md. Golam Sarowar, Fahima Qasim

7. Verification of Feature Anomalies in Software Product Line Feature Models

   • People: Md. Fahim Shahrier Rasel, Birat Saha, Syed Nazmus Shakib

8. Machine Learning Approach to Verifying Software Product Line Feature Requirements

   • People: S. M. Ruhul Kabir Howlader, Armin Haque

9. Verification of Service Composition and Compensation By Using Process Algebra

   • People: Farhana Sultana, Fahmida Rahman

10. Verification of SPL Feature Model by Using Bayesian Network

    • People: Javedul Ferdous, Md. Delwar Hossain

11. Using Bayesian Networks to Model and Analyze Software Product Line Feature Model

    • People: Musfiqur Rahman

Graduate Thesis (MS in Computer Science)

1. An Analytical Evaluation of a Deep Learning Model to Detect Network Intrusion

   • People: Md Al-Imran (Major in Data Science)