PROFILE DETAILS
Dr. Muhammed Jamshed Alam Patwary
Research Assistant Professor
E-mail Address
jamshed@cuet.ac.bd , jamshed_cse_cu@yahoo.com
About Myself
Dr. Muhammed J. A. Patwary worked as a Postdoctoral Fellow at the department of Computer Science, Nottingham Trent University, England in 2022. He received his Ph.D. degree in Computer Science and Software Engineering from Shenzhen University, Shenzhen, China, in 2020. According to the Scimago institutional ranking report 2022, Computer Science department of Shenzhen University ranks among the top 62 universities around the world. During his Ph.D., he received the most prestigious Guangdong Province (China) Outstanding International Ph.D. Student Award. He received his Bachelor’s degree and Master’s degree in Computer Science and Engineering from University of Chittagong, Bangladesh, in 2006 and 2008, respectively. Currently he is working as a Research Assistant Professor in the Institute of Information & Communication Technology at Chittagong University of Engineering & Technology. He has published a number of articles in reputed International journals and conferences, such as, Information Sciences, Applied Soft Computing, Neurocomputing, International Journal of Machine Learning and Cybernetics, International Journal of Fuzzy Systems, International Joint Conference on Neural Network (IJCNN), etc. He is a Member of IEEE (Institute of Electrical and Electronics Engineers) which is the world's largest professional association. He is an Editorial Board Member of the Journal Artificial Intelligence Evolution. He is a regular reviewer of many International Journals and Conferences. His major research interests include Machine Learning Theory and Applications, Fuzzy Reasoning, Neuro-Fuzzy Systems, Computer Vision, Image Processing and Deep Learning.
Field of Interest
Qualification
Postdoctoral Fellow, Nottingham Trent University, England
Ph. D. in Computer Science and Software Engineering, Shenzhen University [SZU], China
Publications
| Serial No | Title | Authors | Informations | Year |
|---|---|---|---|---|
| 1 | MFF: Multi-modal feature fusion for zero-shot learning. | Cao W, Wu Y, Huang C, Patwary MJ, Wang X. | Neurocomputing. 2022 Oct 21; 510:172-80. https://doi.org/10.1016/j.neucom.2022.09.070 (SCIE Indexed, IF = 6.0, Q2) | 2022 |
| 2 | Fuzziness based semisupervised multimodal learning for patient’s activity recognition using RGBDT videos. | Patwary MJ, Cao W, Wang XZ, Haque MA. | Applied Soft Computing. 2022 May 1;120:108655. https://doi.org/10.1016/j.asoc.2022.108655 (SCIE Indexed, IF = 8.7, Q1) | 2022 |
| 3 | Examining Mental Disorder/Psychological Chaos through Various ML and DL Techniques: A Critical Review. | Osman AB, Tabassum F, Patwary MJ, Imteaj A, Alam T, Bhuiyan MA, Miraz MH. | Annals of Emerging Technologies in Computing (AETiC). 2022 Apr 1:61-71. 10.33166/AETiC.2022.02.005 (Scopus Indexed, Q3) | 2022 |
| 4 | Bank deposit prediction using ensemble learning. | Patwary MJ, Akter S, Alam MB, Karim AR. | Artificial Intelligence Evolution. Vol. 2, 2021 Aug 30:42-51. https://doi.org/10.37256/aie.222021880 | 2021 |
| 5 | Sensitivity analysis on initial classifier accuracy in fuzziness based semi-supervised learning. | Patwary MJ, Wang XZ. | Information Sciences. 2019 Jul 1; 490: 93-112. https://doi.org/10.1016/j.ins.2019.03.036 (SCIE Indexed, IF = 8.233, Q1) | 2019 |
| 6 | . Impact of fuzziness measures on the performance of semi-supervised learning. | Patwary MJ, Wang XZ, Yan D. | International Journal of Fuzzy Systems. 2019 Jul 12; 21:1430-42. https://doi.org/10.1007/s40815-019-00666-2 (SCIE Indexed, IF = 4.085, Q3) | 2019 |
| 7 | An experimental study on symbolic extreme learning machine. | Liu J, Patwary MJ, Sun X, Tao K. | International Journal of Machine Learning and Cybernetics. 2019 Apr 2; 10: 787-97. https://doi.org/10.1007/s13042-018-0872-z (SCIE Indexed, IF = 4.377, Q2) | 2019 |
| 8 | Recent advances of statistics in computational intelligence (RASCI). | Patwary MJ, Liu JN, Dai H. | International Journal of Machine Learning and Cybernetics. 2018 Jan; 9:1-3. https://doi.org/10.1007/s13042-017-0754-9 (SCIE Indexed, IF = 4.377, Q2) | 2018 |
| 9 | Significant HOG-histogram of oriented gradient feature selection for human detection. | Patwary MJ, Parvin S, Akter S. | International Journal of Computer Applications. 2015 Jan 1; 132(17). | 2015 |
| 10 | An expert system to detect uterine cancer under uncertainty. | Patwary MJ, Akter S, Mahmud T. | IOSR Journal of Computer Engineering (IOSR-JCE), e-ISSN. 2014;16(5):2278-0661 | 2014 |
| 11 | Empirical Computation of Solar Radiation and Determination of Regression Coefficients for Khulna City. | Bhuiyan MA, Bhuiyan AS, Patwary MJ, Akter S, Alam MM. | TELKOMNIKA Indonesian Journal of Electrical Engineering. 2014 Dec 1; 12 (12):8015-21. 10.11591/telkomnika.v12i12.6696 publisher: Institute of Advanced Engineering and Science (IAES) | 2014 |
| 12 | Fuzziness-Based Semi-Supervised Learning for Early Detection of Alzheimer’s Disease using MRI data | Umme Habiba Bushra, Fahmida Chowdhury Priya, Muhammed J. A. Patwary | 2023 26th International Conference on Computer and Information Technology (ICCIT) 13-15 December 2023, Cox’s Bazar, Bangladesh. | 2023 |
| 13 | Depressive Post Classification using Transformer Models | Newaz I, Quader AW, Patwary MJ. | 2023 26th International Conference on Computer and Information Technology (ICCIT) 13-15 December 2023, Cox’s Bazar, Bangladesh. | 2023 |
| 14 | Eggplant Yield Prediction Utilizing 130 Locally Collected Genotypes and Machine Learning Model | Islam A, Shanto MN, Rabby MS, Sikder AR, Uddin MS, Arefin MN, Patwary MJ. | 2023 26th International Conference on Computer and Information Technology (ICCIT) 13-15 December 2023, Cox’s Bazar, Bangladesh. | 2023 |
| 15 | Crop Yield Prediction: A Fusion of IoT and Machine Learning for Precision Agriculture | Islam A, Ifty RA, Saim MA, Al Mahin J, Nizamee MF, Delowar KE, Patwary MJ. | 2023 26th International Conference on Computer and Information Technology (ICCIT) 13-15 December 2023, Cox’s Bazar, Bangladesh. | 2023 |
| 16 | Discovering Hidden Knowledge and Optimizing the Model by Analyzing Linear Regression Assumptions | Tanni KF, Akter Y, Jamal MK, Akter S, Patwary MJ. | 2023 26th International Conference on Computer and Information Technology (ICCIT) 13-15 December 2023, Cox’s Bazar, Bangladesh. | 2023 |
| 17 | TI-Fusion: A Multimodal Anxiety Disorder Detection Method | Shadid M, Afnan MS, Patwary MJ. | 2023 26th International Conference on Computer and Information Technology (ICCIT) 13-15 December 2023, Cox’s Bazar, Bangladesh. | 2023 |
| 18 | Fuzzy Attention Based Deep Model for Sentiment Analysis | Uddin MR, Khan AA, Hossain MJ, Patwary MJ. | 2023 5th IEEE International Conference on Sustainable Technologies for Industry 5.0 (STI), 09-10 December, Dhaka | 2023 |
| 19 | An Approach to Ensure Public Safety Using Masked Face Recognition | Jafrin Iqbal Chowdhury, Shahanaz Ahmed Nishi, Umma Aymon, Tanveer Ahsan, Shayhan Ameen Chowdhury and Muhammed J. A. Patwary | 2nd International Conference on Big Data, IoT (Accepted) and Machine Learning (BIM 2023), 2023 September (06-08). | 2023 |
| 20 | Impact of Fuzziness for Skin Lesion Classification with Transformer-Based Model | Yasmin I, Sultana S, Begum SJ, Patwary MJ, Almohamad TA, Salam I. | In2023 International Conference on Computing, Electronics & Communications Engineering (iCCECE) 2023 Aug 14 (pp. 95-101). IEEE | 2023 |
| 21 | A Framework for Identifying the Learners’ Engagement in Elearning Environments Using a Hybrid CNN Architecture | Anny TN, Chowdhury JI, Ahsan T, Zahur I, Patwary MJ, Miraz MH. | In2023 International Conference on Computing, Electronics & Communications Engineering (iCCECE) 2023 Aug 14 (pp. 56-61). IEEE. | 2023 |
| 22 | A machine learning approach to classify depressive posts from Reddit social media | Quader AW, Jamil MS, Uddin MI, Patwary MJ. | In2023 International Conference on Next-Generation Computing, IoT and Machine Learning (NCIM) 2023 Jun 16 (pp. 1-6). IEEE. | 2023 |
| 23 | Ensemble Machine Learning Approach For Agricultural Crop Selection | Islam A, Khair I, Hossain S, Ifty RA, Arefin MN, Patwary MJ. | In2023 International Conference on Electrical, Computer and Communication Engineering (ECCE) 2023 Feb 23 (pp. 1-6). IEEE. | 2023 |
| 24 | A Hybrid Classification Technique using Belief Rule Based Semi-Supervised Learning. | Newaz I, Jamal MK, Juhas FH, Patwary MJ. | In2022 25th International Conference on Computer and Information Technology (ICCIT) 2022 Dec 17 (pp. 466-471). IEEE. | 2022 |
| 25 | Fuzziness Based Semi-supervised Deep Learning for Multimodal Image Classification. | Asma A, Mostafa DN, Akter K, Mahmud M, Patwary MJ. | InInternational Conference on Machine Intelligence and Emerging Technologies 2022 Sep 23 (pp. 91-105). Cham: Springer Nature Switzerland. | 2022 |
| 26 | A Novel Fuzzy Semi-supervised Learning Approach for the Classification of Colorectal Cancer (FSSL-CRCC). | Karim S, Patwary MJ, Hossain MS, Andersson K. | 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 | 2022 |
| 27 | Stock Price Prediction Using Semi-supervised Ridge Regression. | Patwary MJ, Karim MJ, Hamim SI, Sifath M, Bhuiyan MA, Miraz MH. | 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 | 2022 |
| 28 | Class Imbalance Problems in Machine Learning: A Review of Methods And Future Challenges. | Niaz NU, Shahariar KN, Patwary MJ | ICCA '22: Proceedings of the 2nd International Conference on Computing Advancements 2022 Mar 10 (pp. 485-490). https://doi.org/10.1145/3542954.3543024 | 2022 |
| 29 | Bangla Sign Language Recognition from Hand Gestures using Convolutional Neural Network. | Sultana S, Jannat US, Doha RA, Hassan MM, JA PM. | In 2022 International Conference on Innovations in Science, Engineering and Technology (ICISET) 2022 Feb 26 (pp. 301-305). IEEE. 10.1109/ICISET54810.2022.9775908 | 2022 |
| 30 | A novel technique to solve class imbalance problem. | Emu IJ, Jahin D, Akter S, Patwary MJ, Akter S. | 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 | 2022 |
| 31 | Predicting Autism Spectrum Disorder (ASD) meltdown using Fuzzy Semi-Supervised Learning with NNRW. | Karim S, Akter N, Patwary MJ. | 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 | 2022 |
| 32 | A novel oversampling technique to solve class imbalance problem: a case study of students’ grades evaluation | Jahin D, Emu IJ, Akter S, Patwary MJ, Bhuiyan MA, Miraz MH. | 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 | 2021 |
| 33 | Credit Approval System Using Machine Learning: Challenges and Future Directions | Faisal MF, Saqlain MN, Bhuiyan MA, Miraz MH, Patwary MJ. | 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 | 2021 |
| 34 | A review on predicting autism spectrum disorder (asd) meltdown using machine learning algorithms | Karim S, Akter N, Patwary MJ, Islam MR. | In2021 5th International Conference on Electrical Engineering and Information Communication Technology (ICEEICT) 2021 Nov 18 (pp. 1-6). IEEE. 10.1109/ICEEICT53905.2021.9667827 | 2021 |
| 35 | Birth mode prediction using bagging ensemble classifier: A case study of bangladesh. | Alam MS, Patwary MJ, Hassan M. | In2021 2021 International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD) 2021 Feb 27 (pp. 95-99). IEEE. 10.1109/ICICT4SD50815.2021.9396909 | 2021 |
| 36 | An expert system to determine systemic lupus erythematosus under uncertainty. | Hossain S, Zahid Hasan M, Patwary MJ, Uddin MS. | 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 | 2021 |
| 37 | An initial study on the relationship between meta features of dataset and the initialization of NNRW. | Cao W, Patwary MJ, Yang P, Wang X, Ming Z. | In2019 international joint conference on neural networks (IJCNN) 2019 Jul 14 (pp. 1-8). IEEE. 10.1109/IJCNN.2019.8852219 | 2019 |
| 38 | Predicting the popularity of online news from content metadata. | Uddin MT, Patwary MJ, Ahsan T, Alam MS. | In2016 International Conference on Innovations in Science, Engineering and Technology (ICISET) 2016 Oct 28 (pp. 1-5). IEEE. 10.1109/ICISET.2016.7856498 | 2016 |
| 39 | Risk analysis of buildings using an expert system: a case study in Bangladesh. | Patwary MJ, Hossain S. | In2015 international conference on advances in electrical engineering (ICAEE) 2015 Dec 17 (pp. 141-144). IEEE. 10.1109/ICAEE.2015.7506816 | 2015 |