1. Bushra UH, Priya FC, Patwary MJ. Fuzziness-Based Semi-Supervised Learning for Early Detection of Alzheimer’s Disease using MRI data. In2023 26th International Conference on Computer and Information Technology (ICCIT) 2023 Dec 13 (pp. 1-6). IEEE. (Scopus Indexed)
2. Newaz I, Quader AW, Patwary MJ. Depressive Post Classification using Transformer Models. In2023 26th International Conference on Computer and Information Technology (ICCIT) 2023 Dec 13 (pp. 1-6). IEEE. (Scopus Indexed)
3. Islam A, Shanto MN, Rabby MS, Sikder AR, Uddin MS, Arefin MN, Patwary MJ. Eggplant Yield Prediction Utilizing 130 Locally Collected Genotypes and Machine Learning Model. In2023 26th International Conference on Computer and Information Technology (ICCIT) 2023 Dec 13 (pp. 1-6). IEEE. (Scopus Indexed)
4. Islam A, Ifty RA, Saim MA, Al Mahin J, Nizamee MF, Delowar KE, Patwary MJ. Crop Yield Prediction: A Fusion of IoT and Machine Learning for Precision Agriculture. In2023 26th International Conference on Computer and Information Technology (ICCIT) 2023 Dec 13 (pp. 1-6). IEEE.(Scopus Indexed)
5. Tanni KF, Akter Y, Jamal MK, Akter S, Patwary MJ. Discovering Hidden Knowledge and Optimizing the Model by Analyzing Linear Regression Assumptions. In2023 26th International Conference on Computer and Information Technology (ICCIT) 2023 Dec 13 (pp. 1-6). IEEE. (Scopus Indexed)
6. Sultana S, Yasmin I, Patwary MJ, Bhuiyan MA, Salam I, Miraz MH. Generating CGAN-based Synthetic Dermoscopy Images and Classifying with Deep Lightweight CNN. In2023 International Conference on Computing, Networking, Telecommunications & Engineering Sciences Applications (CoNTESA) 2023 Dec 14 (pp. 90-95). IEEE. (Scopus Indexed)
7. Shadid M, Afnan MS, Patwary MJ. TI-Fusion: A Multimodal Anxiety Disorder Detection Method. In2023 6th International Conference on Electrical Information and Communication Technology (EICT) 2023 Dec 7 (pp. 1-6). IEEE. (Scopus Indexed)
8. Uddin MR, Khan AA, Hossain MJ, Patwary MJ. Fuzzy Attention Based Deep Model for Sentiment Analysis. In2023 5th International Conference on Sustainable Technologies for Industry 5.0 (STI) 2023 Dec 9 (pp. 1-6). IEEE. (Best Paper Award, Scopus Indexed)
9. Jafrin Iqbal Chowdhury, Shahanaz Ahmed Nishi, Umma Aymon, Tanveer Ahsan, Shayhan Ameen Chowdhury and Muhammed J. A. Patwary* “An Approach to Ensure Public Safety Using Masked Face Recognition”, 2nd International Conference on Big Data, IoT and Machine Learning (BIM 2023), 2023 September (06-08). (Accepted)
10. Yasmin I, Sultana S, Begum SJ, Patwary MJ, Almohamad TA, Salam I. Impact of Fuzziness for Skin Lesion Classification with Transformer-Based Model. In2023 International Conference on Computing, Electronics & Communications Engineering (iCCECE) 2023 Aug 14 (pp. 95-101). IEEE. (Scopus Indexed)
11. Anny TN, Chowdhury JI, Ahsan T, Zahur I, Patwary MJ, Miraz MH. A Framework for Identifying the Learners’ Engagement in E-learning Environments Using a Hybrid CNN Architecture. In2023 International Conference on Computing, Electronics & Communications Engineering (iCCECE) 2023 Aug 14 (pp. 56-61). IEEE. (Scopus Indexed)
12. Quader AW, Jamil MS, Uddin MI, Patwary MJ. A machine-learning approach to classify depressive posts from Reddit social media. In2023 International Conference on Next-Generation Computing, IoT and Machine Learning (NCIM) 2023 Jun 16 (pp. 1-6). IEEE. (Scopus Indexed)
13. Islam A, Khair I, Hossain S, Ifty RA, Arefin MN, Patwary MJ. Ensemble Machine Learning Approach For Agricultural Crop Selection. In2023 International Conference on Electrical, Computer and Communication Engineering (ECCE) 2023 Feb 23 (pp. 1-6). IEEE. (Scopus Indexed)
14. Newaz I, Jamal MK, Juhas FH, Patwary MJ. A Hybrid Classification Technique using Belief Rule Based Semi-Supervised Learning. In2022 25th International Conference on Computer and Information Technology (ICCIT) 2022 Dec 17 (pp. 466-471). IEEE. (Scopus Indexed)
15. Asma A, Mostafa DN, Akter K, Mahmud M, Patwary MJ. Fuzziness Based Semi-supervised Deep Learning for Multimodal Image Classification. InInternational Conference on Machine Intelligence and Emerging Technologies 2022 Sep 23 (pp. 91-105). Cham: Springer Nature Switzerland. (Scopus and DBLP Indexed)
16. Karim S, Patwary MJ, Hossain MS, Andersson K. A Novel Fuzzy Semi-supervised Learning Approach for the Classification of Colorectal Cancer (FSSL-CRCC). In Applied Intelligence and Informatics: Second International Conference, AII 2022, Reggio Calabria, Italy, September 1–3, 2022, Proceedings 2023 Feb 2 (pp. 174-185). Cham: Springer Nature Switzerland. Part of the Communications in Computer and Information Science book series (CCIS, volume 1724) https://doi.org/10.1007/978-3-031-24801-6_13 (Scopus Indexed)
17. Patwary MJ, Karim MJ, Hamim SI, Sifath M, Bhuiyan MA, Miraz MH. Stock Price Prediction Using Semi-supervised Ridge Regression. In Emerging Technologies in Computing: 5th EAI International Conference, iCETiC 2022, Chester, UK, August 15-16, 2022, Proceedings 2023 Jan 26 (pp. 118-128). Cham: Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-25161-0_9 (Scopus Indexed)
18. Niaz NU, Shahariar KN, Patwary MJ. Class Imbalance Problems in Machine Learning: A Review of Methods And Future Challenges. ICCA '22: Proceedings of the 2nd International Conference on Computing Advancements 2022 Mar 10 (pp. 485-490). https://doi.org/10.1145/3542954.3543024 (Scopus and DBLP Indexed)
19. Sultana S, Jannat US, Doha RA, Hassan MM, JA PM. Bangla Sign Language Recognition from Hand Gestures using Convolutional Neural Network. In 2022 International Conference on Innovations in Science, Engineering and Technology (ICISET) 2022 Feb 26 (pp. 301-305). IEEE. 10.1109/ICISET54810.2022.9775908 (Scopus Indexed)
20. Emu IJ, Jahin D, Akter S, Patwary MJ, Akter S. A novel technique to solve class imbalance problem. In2022 International Conference on Innovations in Science, Engineering and Technology (ICISET) 2022 Feb 26 (pp. 486-491). IEEE. https://doi.org/10.1109/ICISET54810.2022.9775866 (Scopus Indexed)
21. Karim S, Akter N, Patwary MJ. Predicting Autism Spectrum Disorder (ASD) meltdown using Fuzzy Semi-Supervised Learning with NNRW. In2022 International Conference on Innovations in Science, Engineering and Technology (ICISET) 2022 Feb 26 (pp. 367-372).IEEE. https://doi.org/10.1109/ICISET54810.2022.9775860 (Scopus Indexed)
22. Jahin D, Emu IJ, Akter S, Patwary MJ, Bhuiyan MA, Miraz MH. A novel oversampling technique to solve class imbalance problem: a case study of students’ grades evaluation. In2021 International Conference on Computing, Networking, Telecommunications & Engineering Sciences Applications (CoNTESA) 2021 Dec 9 (pp. 69-75).IEEE. https://doi.org/10.1109/CoNTESA52813.2021.9657151 (Scopus Indexed)
23. Faisal MF, Saqlain MN, Bhuiyan MA, Miraz MH, Patwary MJ. Credit Approval System Using Machine Learning: Challenges and Future Directions. In2021 International Conference on Computing, Networking, Telecommunications & Engineering Sciences Applications (CoNTESA) 2021 Dec 9 (pp.76-82).IEEE. https://doi.org/10.1109/CoNTESA52813.2021.9657153 (Scopus Indexed)
24. Karim S, Akter N, Patwary MJ, Islam MR. A review on predicting autism spectrum disorder (asd) meltdown using machine learning algorithms. In2021 5th International Conference on Electrical Engineering and Information Communication Technology (ICEEICT) 2021 Nov 18 (pp. 1-6). IEEE. 10.1109/ICEEICT53905.2021.9667827 (Scopus Indexed)
25. Alam MS, Patwary MJ, Hassan M. Birth mode prediction using bagging ensemble classifier: A case study of bangladesh. In2021 International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD) 2021 Feb 27 (pp. 95-99). IEEE. 10.1109/ICICT4SD50815.2021.9396909 (Scopus Indexed)
26. Hossain S, Zahid Hasan M, Patwary MJ, Uddin MS. An expert system to determine systemic lupus erythematosus under uncertainty. In Proceedings of International Joint Conference on Advances in Computational Intelligence: IJCACI 2021 (pp. 117-130). Springer Singapore. https://doi.org/10.1007/978-981-16-0586-4_10 (Scopus Indexed)
27. Cao W, Patwary MJ, Yang P, Wang X, Ming Z. An initial study on the relationship between meta features of dataset and the initialization of NNRW. In2019 international joint conference on neural networks (IJCNN) 2019 Jul 14 (pp. 1-8). IEEE. 10.1109/IJCNN.2019.8852219 (Scopus and DBLP Indexed)
28. Uddin MT, Patwary MJ, Ahsan T, Alam MS. Predicting the popularity of online news from content metadata. In2016 International Conference on Innovations in Science, Engineering and Technology (ICISET) 2016 Oct 28 (pp. 1-5). IEEE. 10.1109/ICISET.2016.7856498 (Best Paper Award, Scopus Indexed)
29. Patwary MJ, Hossain S. Risk analysis of buildings using an expert system: a case study in Bangladesh. In2015 international conference on advances in electrical engineering (ICAEE) 2015 Dec 17 (pp. 141-144). IEEE. 10.1109/ICAEE.2015.7506816 (Scopus Indexed)