| Name of Degree | Subject/Group | Institution | University | Passing Year |
|---|---|---|---|---|
| M.Sc. | CSE | Rajshahi University of Engineering and Technology | RUET | |
| B.Sc. | CSE | Rajshahi University of Engineering and Technology | RUET | 2016 |
| Designation | Office Department |
|---|---|
| Assistant Professor | Computer Science and Engineering |
| Education Summary | M.Sc., B.Sc. |
| Name of Degree | Subject/Group | Institution | University | Passing Year |
|---|---|---|---|---|
| M.Sc. | CSE | Rajshahi University of Engineering and Technology | RUET | |
| B.Sc. | CSE | Rajshahi University of Engineering and Technology | RUET | 2016 |
| Duration | Department/Office | Organization | Position |
|---|---|---|---|
| 02 May 2016 - 09 Jun 2026 | CSE | Varendra University | Assistant Professor |
| # | Title |
|---|---|
| 1 |
Md. Mahfujur Rahman, D.M. Asadujjaman, Md.Mahmuduzzaman Ikbal, Sultan Mahmud, Mst. Jannatul Ferdous, Md. Toufikul Islam, Abdullah Tamim,
"Polyarchitectural Deep Ensemble with Multimodal Feature Fusion for Histopathological Stratification of Colon and Lung Cancer"
, published in 28th International Conference on Computer and Information Technology (ICCIT 2025)
Published date: Dec 2025 |
| 2 |
Md.Mahmuduzzaman Ikbal, Md. Mahfujur Rahman, D.M. Asadujjaman, Abdullah Al Bassam, Mst. Jannatul Ferdous, Md. Toufikul Islam, Sabina Yasmin,
"Revolutionizing Aquatic Epidemiology: A Scalable Deep Learning Framework for Disease Detection and Enhancing Environmental Resilience"
, published in 28th International Conference on Computer and Information Technology (ICCIT 2025)
Published date: Dec 2025 |
| 3 |
Mst. Jannatul Ferdous, Dr. Md. Nazrul Islam Mondal,
"Explainable Multi-Class Thoracic Diseases Classification using a Hybrid CNN–CBAM Feature Fusion Framework"
, published in 28th International Conference on Computer and Information Technology (ICCIT 2025)
Published date: Dec 2025 |
| 4 |
Mst. Jannatul Ferdous, Dr. Md. Nazrul Islam Mondal,
"Hybrid CNN Feature Fusion Model with Class Weighted Balancing and Explainable AI for Thoracic Diseases Classification"
, published in 28th International Conference on Computer and Information Technology (ICCIT 2025)
Published date: Dec 2025 |
| 5 |
Mst. Jannatul Ferdous, D. M. Asadujjaman, Md. Mahfujur Rahman,
"An Ensemble Deep Transfer Learning Approach for Classifying COVID-19, Pneumonia, and Healthy Lungs in Chest X-ray Images with GRAD-CAM Visualization"
, published in 27th International Conference on Computer and Information Technology (ICCIT)
Published date: Dec 2024 |
| 6 |
Mst. Jannatul Ferdous, Pritom Sarker, Nakib Aman Turzo,
"Assortment of Bangladeshi E-commerce Site Reviews using Machine Learning Approaches"
, published in 2020 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI), 978-0-7381-4246-3/20/$31.00©20XX IEEE
Published date: Dec 2020 |
| 7 |
Mst. Jannatul Ferdous, Nakib Aman Turzo, Pritom Sarker,
"Iris-Pupil Thickness based Biometric Approach for Determining Age Group using Linear SVM"
, published in The 2nd International Conference on Advanced Information and Communication Technology 2020 (ICAICT 2020),978-0-7381-2323-3/20/$31.00 ©2020 IEEE
Published date: Nov 2020 |
| 8 |
Sagor Chandro Bakchy, Mst. Jannatul Ferdous, Ananna Hoque Sathi, Krishna Chandro Ray, Faisal Imran, Md. Meraj Ali,
"Facial Expression Recognition based on Support Vector Machine using Gabor Wavelet Filter "
, published in 2nd International Conference on Electrical & Electronic Engineering (ICEEE),"978-1-5386-3341-0/17/$31.00 ©2017 IEEE
Published date: Dec 2017 |
| # | Title |
|---|---|
| 1 |
D.M. Asadujjaman, Md. Mahfujur Rahman, Md.Mahmuduzzaman Ikbal, Abdullah Tamim, and Mst.Jannatul Ferdous,
"Enhancing Face Recognition in Unconstrained Conditions Using Ensemble Deep Learning Models"
, published in 3rd International Conference on Big Data, IoT and Machine Learning (BIM 2025)
Published date: Sep 2025 |
| # | Title |
|---|---|
| 1 |
Jannatul Ferdous, Nakib Aman Turzo, Pritom Sarker,
"Learning Practice for Binary Age Group Stratification by Iris-Pupil Thickness"
, published in International Journal of Scientific & Engineering Research Volume 11, Issue 7, July-2020, ISSN 2229-5518
Published date: Jul 2020 |
| Course Name | Course Activity | Course Materials |
|---|---|---|
| Computer Fundamentals | Active | |
| Data Structure | Active | |
| Software Engineering | Inactive | |
| Digital Logic Design | Active | |
| Numerical Methods | Active | |
| System Analysis and Design | Inactive | |
| Computer Fundamentals Lab | Inactive | |
| Object Oriented Programming Lab | Inactive | |
| Structured Programming Language Lab | Inactive | |
| Data Structure Lab | Active | |
| Digital Logic Design Lab | Active | |
| Computer Networks Lab | Inactive | |
| Numerical Methods Lab | Active | |
| Database Management System Lab | Inactive | |
| Operating System and System Programming Lab | Inactive | |
| Digital Signal Processing Lab | Inactive | |
| Artificial Intelligence Lab | Inactive | |
| Digital Image Processing Lab | Inactive |
Title: Segmentation-based a hybrid combination of features and classifiers to improve the performance of thoracic disease prediction
Project Institute: RUET
Project Supervisor: Dr. Md. Nazrul Islam Mondal
Seminar Attended
ICAICT 2020 : 2nd International Conference on Advanced Information and Communication Technology , Organized by United International University (UIU), Dhaka, Bangladesh (28-29 November,2020)
2nd INTERNATIONAL CONFERENCE ON SUSTAINABLE TECHNOLOGIES FOR INDUSTRY 4.0, Organized by Green University, Dhaka, Bangladesh (19-20 December,2020)
International Conference on Efficient Engineering Systems 2020, Organized by Association of Engineering Researchers in association with Jaihind College of Engineering, Kuran, Pune India (1-2 October,2020)
Outcome Based Education (OBE), Organized by Varendra University (29 September,2021)
Career Talk on Opportunities Abroad, Organized by CSE Dept., Varendra University (24 October,2021)
Inauguration of IQAC and Workshop on OBE, Organized by Dept. of CSE, Varendra University (30th December, 2021)
Seminar on Academic Writing Strategy for Impacted Journal., Organized by Varendra University (18th January,2022)
Major Points on Research Methodology, Organized by Dept. of CSE, RUET (3rd February, 2022)
Why, in your opinion, has OBE been Invented?, Organized by Varendra University (1st February, 2024)