Lecturer
Electrical & Computer Engineering
Rajshahi University of Engineering & Technology
RAJSHAHI UNIVERSITY OF ENGINEERING & TECHNOLOGY
RAJSHAHI UNIVERSITY OF ENGINEERING & TECHNOLOGY
GOVT. AZIZUL HAQUE COLLEGE, BOGURA
POLICE LINE HIGH SCHOOL & COLLEGE, BOGURA
| SL | Authors | Title | Publisher Details | Publication Year | Type |
| 1 | Md. Robiul Islam, Md. Nahiduzzaman, Md. Omaer Faruq Goni, Abu Sayeed, Md. Shamim Anower, Mominul Ahsan, Julfikar Haider | Explainable Transformer-based Deep Learning Model for the Detection of Malaria Parasite from the Blood Cell-Images | Sensors (Q1, IF: 3.847), MDPI | 2022 | Journal |
| 2 | Md. Nahiduzzaman, Md. Rabiul Islam and Rakibul Hassan | ChestX-Ray6: Prediction Of Multiple Diseases Including COVID-19 From Chest X-ray Images Using Convolutional Neural Network | Expert Systems with Applications (Elsevier, Q1, IF: 8.665) | 2022 | Journal |
| 3 | Hafsa Binte Kibria *, Md Nahiduzzaman, Md. Omaer Faruq Goni, Mominul Ahsan, Julfikar Haider * | An Ensemble Approach for Prediction of Diabetes Mellitus using Soft Voting Classifier with Explainable AI | Sensors (Q1, IF: 3.847), MDPI | 2022 | Journal |
| 4 | Saleh Mohammed Shahriar *, Erphan A. Bhuiyan, Md Nahiduzzaman, Mominul Ahsan, Julfikar Haider * | State of Charge Estimation for EV Battery Management Systems using Hybrid Recurrent Learning Approach with Explainable AI | Energies (MDPI (Q1)) | 2022 | Journal |
| 5 | Md. Robiul Islam, Md. Nahiduzzaman | Complex Features Extraction with Deep Learning Model for the Detection of COVID19 from CT Scan Images Using Ensemble Based Machine Learning Approach | Expert Systems with Applications (Q1, IF: 8.665) | 2022 | Journal |
| 6 | Md Robiul Islam, Lway Faisal Abdulrazak, Md Nahiduzzaman, Md Omaer Faruq Goni, Md Shamim Anower, Mominul Ahsan, Julfikar Haider, Marcin Kowalski | Applying supervised contrastive learning for the detection of diabetic retinopathy and its severity levels from fundus images | Computers in Biology and Medicine (Q1, IF: 6.698) | 2022 | Journal |
| 7 | Md Omaer Faruq Goni, Md Nahiduzzaman, Md Shamim Anower, S M Muyeen, Innocent Kamwa | Integration of Machine Learning with Economic Energy Scheduling | International Journal of Electrical Power and Energy Systems (Q1, IF: 5.569) | 2022 | Journal |
| 8 | Md Nahiduzzaman, Md. Omaer Faruq Goni, Md. Shamim Anower, Md. Robiul Islam, Mominul Ahsan, Julfikar Haider, Saravanakumar Gurusamy, Rakibul Hassan, Md. Rakibul Islam | A Novel Method for Multivariant Pneumonia Classification based on Hybrid CNN-PCA Based Feature Extraction using Extreme Learning Machine with Chest X-Ray Images | IEEE Access (Q1, IF: 3.367) | 2021 | Journal |
| 9 | Md Nahiduzzaman, Md. Robiul Islam, S. M. Riazul Islam, Md. Omaer Faruq Goni, Md. Shamim Anower, Kyung-Sup Kwak | Hybrid CNN-SVD Based Prominent Feature Extraction and Selection for Grading Diabetic Retinopathy using Extreme Learning Machine Algorithm | IEEE Access (Q1, IF: 3.367) | 2021 | Journal |
| 10 | Md Rakibul Islam, Abdul Matin, Md Nahiduzzaman, Md Saifullah Siddiquee, Fahim Md Sifnatul Hasnain, SM Shovan, Tonmoy Hasan | A Novel Deep Convolutional Neural Network Model for Detection of Parkinson Disease by Analysing the Spiral Drawing | Springer, Singapore | 2021 | Book Chapter |
| 11 | Saleh Mohammed Shahriar, Hasibul Islam Peyal, Md Nahiduzzaman, Md Abu Hanif Pramanik | An IoT-Based Real-Time Intelligent Irrigation System using Machine Learning | ICTS | 2021 | Conference |
| 12 | Md. Robiul Islam, Md. Nahid Hasan, Md. Nahiduzzaman | Severity Grading of Diabetic Retinopathy using Deep Convolutional Neural Network | IJISRT | 2020 | Journal |
| 13 | Md. Nahiduzzaman, Md. Julker Nayeem, Md. Toukir Ahmed, Md. Shahid Uz Zaman | Prediction of Heart Disease Using Multi-Layer Perceptron Neural Network and Support Vector Machine | IEEE | 2020 | Conference |
| Phd Students | |||
| Id | Name | Thesis work | Current Position |
| Masters Students | |||
| Id | Name | Thesis work | Current Position |
| Undergraduate Students | |||
| Id | Name | Thesis work | Current Position |
| 1610004 | Saleh Mohammed Shahriar | State of Charge Estimation for EV Battery Management Systems using Hybrid Recurrent Learning Approach with Explainable AI | Student |
| 1610037 | Hasib Peyal | Plant Disease Classifier: A SmartAndroid Application for Detection of Multi-crop Diseases Using Lightweight CNN Architecture | Student |
| Activity | Description |
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