Publications

All publication records can also be found through Google Scholar and Scopus Profile

Journal Articles

1. Taminul Islam, Toqi Tahamid Sarker, Khaled R. Ahmed, Naoufal Lakhssassi
   “Detection and Classification of Cannabis Seeds Using RetinaNet and Faster R-CNN.”
   Journal: Seeds - MDPI, 2024 Scopus Indexed Paper

2. Taminul Islam
   “Seed detection and classification with artificial intelligence: A review.”
   Journal: World Journal of Advanced Research and Reviews, 2024 Impact Factor: 7.8 Paper

3. Taminul Islam, Md. Alif Sheakh, Mst. Sazia Tahosin, Most. Hasna Hena, Shopnil Akash, Yousef A. Bin Jardan, Gezahign FentahunWondmie, Hiba-Allah Nafidi, Mohammed Bourhia
   “Predictive modeling for breast cancer classification in the context of Bangladeshi patients by use of machine learning approach with explainable AI.”
   Journal: Scientific Reports (Nature), 2024 Q1 - Impact Factor: 4.6 Paper

4. Taminul Islam, Md. Alif Sheakh, Anjuman Naher Jui, Omar Sharif, Md Zobaer Hasan
   “A Review of Cyber Attacks on Sensors and Perception Systems in Autonomous Vehicle.”
   Journal: Journal of Economy and Technology, 2024 Scopus Indexed Paper

5. Taminul Islam, Md. Alif Sheakh, Md. Rezwane Sadik, Mst. Sazia Tahosin, Md. Musfiqur Rahman Foysal, Jannatul Ferdush, Mahbuba Begum
   “Lexicon and Deep Learning-Based Approaches in Sentiment Analysis on Short Texts.”
   Journal: Journal of Computer and Communications, 2024 Impact Factor: 1.98 Paper

6. Mst Sazia Tahosin, Md Alif Sheakh, Taminul Islam, Rishalatun Jannat Lima, and Mahbuba Begum
   “Optimizing brain tumor classification through feature selection and hyperparameter tuning in machine learning models.”
   Journal: Informatics in Medicine Unlocked, 2023 Q2 - Cite Score: 9.5 Paper

7. Md Simul Hasan Talukder, Rejwan Bin Sulaiman, Mohammad Raziuddin Chowdhury, Musarrat Saberin Nipun, and Taminul Islam
   “PotatoPestNet: A CTInceptionV3-RS-based neural network for accurate identification of potato pests.”
   Journal: Smart Agricultural Technology, 2023 Q1 - Impact Factor: 6.3 Paper

Peer-Reviewed Conference Proceedings (Scopus Indexed)

1. Utsha Roy, Mst Sazia Tahosin, Md. Mahedi Hasan, Taminul Islam, Fahim Imtiaz, Md Rezwane Sadik, Yassine Maleh, Rejwan Bin Sulaiman, Md Simul Hassan Talukder
   “Enhancing Bangla Fake News Detection Using Bidirectional Gated Recurrent Units and Deep Learning Techniques.”
   Published in NISS '24: Proceedings of the 7th International Conference on Networking, Intelligent Systems and Security, 2024 Paper

2. Md Alif Sheakh, Taminul Islam, Md Rezwane Sadik, Md Masum Rana
   “Machine Learning Approach Analysis for Early-Stage Liver Disease Prediction in the Context of Bangladesh and India.”
   Published in World Conference on Information Systems for Business Management, 2024 Paper

3. Taminul Islam, Md Rezwane Sadik, Md Fajle Rabbi Islam, Tanzina Rahman Mona, Tanjila Rahman, Md Musfiqur Rahman Foysal
   “Early-Stage Diabetes Risk Prediction Using Supervised Machine Learning Algorithms.”
   Published in 2023 2nd International Conference on Futuristic Technologies (INCOFT), 2024 Paper

4. Taminul Islam, Ismail Hossain Pranto, Monjurul Islam, Md Tanvir Mahmud, Rahul Rudra, Md Musfiqur Rahman Foysal
   “Disaster Related Tweets Analysis with Machine Learning Approaches.”
   Published in 2023 2nd International Conference on Futuristic Technologies (INCOFT), 2024 Paper

5. Simul Hasan Talukder, Sohag Kumar Mondal, Mohammad Aljaidi, Rejwan Bin Sulaiman, Taminul Islam
   “Heart Disease Risk Assessment and Prediction: A Robust Ensemble Approach with Extra Tree Classifier.”
   Published in 2nd International Engineering Conference on Electrical, Energy, and Artificial Intelligence (EICEEAI), 2023 Paper

6. Taminul Islam, Adifa Vuyia, Mahadi Hasan, and Md Masum Rana
   “Cardiovascular Disease Prediction Using Machine Learning Approaches.”
   Published in 2023 International Conference on Computational Intelligence and Sustainable Engineering Solutions (CISES), 2023 Paper

7. Md Habibur Rahman, Taminul Islam, Md Masum Rana, Rehnuma Tasnim, Tanzina Rahman Mona, Md Mamun Sakib
   “Machine Learning Approach on Multiclass Classification of Internet Firewall Log Files.”
   Published in 2023 International Conference on Computational Intelligence and Sustainable Engineering Solutions (CISES), 2023 Paper

8. Md Alif Sheakh, Mst Sazia Tahosin, Md Maruf Hasan, Taminul Islam, Onamika Islam, Md Masum Rana
   “Child and Maternal Mortality Risk Factor Analysis Using Machine Learning Approaches.”
   Published in 2023 11th International Symposium on Digital Forensics and Security (ISDFS), 2023 Paper

9. Taminul Islam, Arindom Kundu, Tanzim Ahmed, Nazmul Islam Khan
   “Analysis of Arrhythmia Classification on ECG Dataset.”
   Published in 2022 IEEE 7th International conference for Convergence in Technology (I2CT), 2022 Paper

10. Md Towfiqul Islam, Tanzim Ahmed, ABM Raihanur Rashid, Taminul Islam, Md Sadekur Rahman, Md Tarek Habib
    “Convolutional Neural Network Based Partial Face Detection.”
    Published in 2022 IEEE 7th International conference for Convergence in Technology (I2CT), 2022 Paper

11. Taminul Islam, MD Alamin Hosen, Akhi Mony, MD Touhid Hasan, Israt Jahan, Arindom Kundu
    “A proposed Bi-LSTM method to fake news detection.”
    Published in 2022 International Conference for Advancement in Technology (ICONAT), 2022 Paper

12. Taminul Islam, Arindom Kundu, Nazmul Islam Khan, Choyon Chandra Bonik, Flora Akter, Md Jihadul Islam
    “Machine Learning Approaches to Predict Breast Cancer: Bangladesh Perspective.”
    Published in International Conference on Ubiquitous Computing and Intelligent Information Systems, 2021 Paper

Book Chapters (Scopus Indexed)

1. Alif Sheakh, Tahosin Sazia, Taminul Islam, Rishalatun Jannat Lima
   “Improving hepatits C diagnosis using machine learning techniques.”
   Book: Artificial Intelligence for Intelligent Systems, 2024 Paper

2. Muhammad Usama, Ubaid Ullah, Zaid Muhammad, Taminul Islam, Syeda saba Hashmi
   “AI-Enabled Risk Assessment and Safety Management in Construction.”
   Book: Ethical Artificial Intelligence in Power Electronics, 2024 Paper

3. Muhammad Usama, Ubaid Ullah, Zaid Muhammad, Muhammad Bux, Inam Ullah, Muhammad Rouf, Taminul Islam
   “Data traffic management in AI-IoT network to reduce congestion.”
   Book: Artificial Intelligence for Intelligent Systems, 2024 Paper

4. Taminul Islam, Arindom Kundu, Rishalatun Jannat Lima, Most Hasna Hena, Omar Sharif, Azizur Rahman, Md Zobaer Hasan
   “Review Analysis of Ride-Sharing Applications Using Machine Learning Approaches.”
   Book: Computational Statistical Methodologies and Modeling for Artificial Intelligence, 2023 Paper