Assistant Professor
Computer Science & Engineering
Rajshahi Science & Technology University (RSTU), Natore
Electrical & Computer Engineering
Rajshahi University of Engineering & Technology
Electrical & Computer Engineering
Rajshahi University of Engineering & Technology
Police Lines School & College, Rangpur
Police Lines School & College, Rangpur
Rajshahi University of Engineering & Technology
Rajshahi University of Engineering & Technology
| 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 and Julfikar Haider | Explainable Transformer-Based Deep Learning Model for the Detection of Malaria Parasites from Blood Cell Images | MDPI | 2022 | Journal |
| 2 | 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 | 2022 | Journal |
| 3 | Md. Omaer Faruq Goni, Md. Nahiduzzaman, Md. Shamim Anower, Innocent Kamwa, S M Muyeen | Integration of Machine Learning with Economic Energy Scheduling | International Journal of Electrical Power & Energy Systems | 2022 | Journal |
| 4 | Md. Nahiduzzaman and Md. Omaer Faruq Goni and Md. Shamim Anower and Md. Robiul Islam and Mominul Ahsan and Julfikar Haider and Saravanakumar Gurusamy and Rakibul Hassan and 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 | 2021 | Journal |
| 5 | Md. Omaer Faruq Goni and Abdul Matin and Tonmoy Hasan and Md. Rafidul Islam Sarker | Performance Analysis of Classifier for Chronic Kidney Disease Prediction Using SVM, DNN and KNN | Springer Singapore | 2021 | Book Chapter |
| 6 | Oishi Jyoti, Nazmin Islam, Md Omaer Faruq, Md Abu Ismail Siddique, Md Habibur Rahaman | Autism Spectrum Disorder Prognosis Using Machine Learning Algorithms: A Comparative Study | International Conference on Intelligent Computing & Optimization, 2020 - Springer, Cham. | 2021 | Conference |
| 7 | Md Nahiduzzaman, Md Robiul Islam, SM 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 | 2021 | Journal |
| 8 | Md. Omaer Faruq Goni and Fahim Md. Sifnatul Hasnain and Md. Abu Ismail Siddique and Oishi Jyoti and Md. Habibur Rahaman | Breast Cancer Detection using Deep Neural Network | 2020 23rd International Conference on Computer and Information Technology (ICCIT) | 2020 | Conference |
| 9 | Md. Omaer Faruq Goni and Abdul Matin and Tonmoy Hasan and Md. Abu Ismail Siddique and Oishi Jyoti and Fahim MD Sifnatul Hasnain | Graduate Admission Chance Prediction Using Deep Neural Network | 2020 IEEE International Women in Engineering (WIE) Conference on Electrical and Computer Engineering (WIECON-ECE) | 2020 | Conference |
| 10 | Tonmoy Hasan, Abdul Matin, Mahammed Kamruzzaman, Sanzida Islam, Md Omaer Faruq Goni | A Comparative Analysis of Feature Extraction Methods for Human Opinion Grouping Using Several Machine Learning Techniques | 2020 IEEE International Women in Engineering (WIE) Conference on Electrical and Computer Engineering (WIECON-ECE) | 2020 | Conference |
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