Master of Science in Computing University Of Wales (UoW), United Kingdom

Bachelor of Science in Computer Science and Engineering (CSE) Chittagong University of Engineering and Technology (CUET), Bangladesh

Machine Learning, Deep Learning, Computer Vision, Data Mining, Data Science, Recommendatin Systems.

Design and implementation of Electrocardiography Arrhythmia Recognition deep models based on CNN using PyTorch framework to classify ECG beats from patient records.

Design and implementation of a CNN deep model based on PyTorch framework to recognize emotional state from a sequence of frames of micro facial expressions.

Emotional state classification from micro-expression videos based on convLSTM auto-encoder with 3DCNN backbone network.

Design, development and evaluation of micro expression recognition from videos through multimodal feature fusions.

Dynamic hand gesture recognition with multi-model ensemble gestures techniques based on deep models.

Design and implementation of a CNN-based deep model to detect and classify the hand gesture from static images.

Automatic 3D Skeleton-based Dynamic Hand Gesture Recognition Using Multi-Layer Convolutional LSTM. This work presents a Deep Convolutional LSTM (DConvLSTM) model to learn more discriminative spatiotemporal features from skeleton data implicitly. The model employs multilayer ConvLSTM to accurately capture the multiscale spatial and sequential information of the gesture and preserves a fast inference and lightweight size.

Journals

MOHAMMED, A.A.Q., Lv, J , Islam, M.D., and Sang, Y., 2022. Multi-Model Ensemble Gesture Recognition Network for High-Accuracy Dynamic Hand Gesture. Journal of Ambient Intelligence and Humanized Computing, Springer. https://doi.org/10.1007/s12652-021-03546-6 (SCIE, Q1, IF: 7.104)

Mohammed AAQ, Lv J, Islam MDS (2019) A deep learning-based end-to-end composite system for hand detection and gesture recognition. Sensors (Switzerland) 19. doi: 10.3390/s19235282 (SCIE, Q1, IF: 3.576)

Hadaate Ullah, Md Belal Bin Heyat, Faijan Akhtar, Abdullah Y. Muaad, Md. Sajjatul Islam, Zia Abbas, Taisong Pan, Min Gao, Yuan Lin, Dakun Lai, "An End-to-End Cardiac Arrhythmia Recognition Method with an Effective DenseNet Model on Imbalanced Datasets Using ECG Signal", Computational Intelligence and Neuroscience, vol. 2022, Article ID 9475162, 23 pages, 2022. https://doi.org/10.1155/2022/9475162 ( SCIE, Q1, IF: 3.124)

Hadaate Ullah, Md Belal Bin Heyat, Hussain AlSalman, Haider Mohammed Khan, Faijan Akhtar, Abdu Gumaei, Aaman Mehdi, Abdullah Y. Muaad, Md Sajjatul Islam, Arif Ali, Yuxiang Bu, Dilpazir Khan, Taisong Pan, Min Gao, Yuan Lin, Dakun Lai, "An Effective and Lightweight Deep Electrocardiography Arrhythmia Recognition Model Using Novel Special and Native Structural Regularization Techniques on Cardiac Signal", Journal of Healthcare Engineering, vol. 2022, Article D 3408501, 18 pages, 2022. https://doi.org/10.1155/2022/3408501 (SCIE, Q2, IF: 2.682)

Hossen, M.K., Faiad, M., Chowdhury, M., Azad, S. and Islam, M., 2018. Discovering Users Topic of Interest from Tweet. International Journal of Computer Science & Information Technology (IJCSIT) Vol 10, No 1, February 2018. DOI: 10.5121/ijcsit.2018.10108

Hossen, M.K., Roy, A.C., Chowdhury, M.S.A., Islam, M.S. and Deb, K., 2018. License Plate Detection and Recognition System based on Morphological Approach and Feed-Forward Neural Network. International Journal of Computer Science and Network Security, 18(5), pp.36-45

Hossen, M.K., Sultana, A., Chowdhury , M. S. A., Islam, M.S., 2018. Road Sign Recognition Based on Shape and Color Using SURF Method for Driver Assistance System. International Journal of Advanced Science and Technology, 115(1), pp.75-86. DOI: http://dx.doi.org/10.14257/ijast.2018.115.08

Sharma, S., Hossen, M.K., Islam, M., Chowdhury, M., Azad, S. and Hoque, M., 2018. Automatic Question and Answer Generation from Bengali and English Texts. Computer Sciences & Telecommunications, 54(2).

Md. Sajjatul Islam, Md. Zainal Abedin and Sudam Das "Mobile wireless peer to peer network with higher end to end throughput and lower end to end delay", American Journal of Engineering Research(AJER)- Vol. 3, Issue 2, Page 08-21, February 2014.

Md. Sajjatul Islam and Md. Zainal Abedin "Impacts of Data Mining on Relational Database Management System Centric Business Environments". International Journal of Computer Applications Vol. 75, No. 3, Page 21-27, August 2013. Published by Foundation of Computer Science, New York, USA. DOI: 10.5120/13091-0371

Md. Zainal Abedin and Md. Sajjatul Islam "Vision based Fire Detection and Robot Maneuvering Algorithm", International Journal of Computer Applications, Vol. 73, No. 10, Page 18-21, July 2013. Published by Foundation of Computer Science, New York, USA. DOI: 10.5120/12777-9272

Conference

Md Sajjatul Islam, Weiqiang Jiang, Jiancheng Lv, Adam A.Q. Mohammed, and Yongsheng Sang. 2022. Effective DemeapexNet: Revealing Spontaneous Facial Micro-Expressions. In 2022 The 6th International Conference on Compute and Data Analysis (ICCDA 2022). Association for Computing Machinery, New York, NY, USA, 81–90. https://doi.org/10.1145/3523089.3523103 (Indexed in: Scopus and EI copendex)

Adam A. Q. Mohammed, Yuan Gao, Zhilong Ji, Jiancheng Lv, MD Sajjatul Islam, and Yongsheng Sang. 2021. Automatic 3D Skeleton-based Dynamic Hand Gesture Recognition Using Multi-Layer Convolutional LSTM. In 2021 7th International Conference on Robotics and Artificial Intelligence ICRAI 2021). Association for Computing Machinery, New York, NY, USA, 8–14. https://doi.org/10.1145/3505688.3505690 (Indexed by: EI, Scopus)

H. Ullah, Y. Bu, T. Pan, M. Gao, M. S. Islam, Y. Lin, and D. Lai "Cardiac Arrhythmia Recognition Using Transfer Learning with a Pre-trained DenseNet," 2021 IEEE 2nd International Conference on Pattern Recognition and Machine Learning (PRML), 2021, pp. 347-353, doi: 10.1109/PRML52754.2021.9520710. (Indexed in EI Compendex, Scopus)

R. Begum and M. S. Islam, "Fishy Action Recognition from Cross-Event Integrated Video Dataset Based on Deep 3D and Mixed CNN models," 2021 Fourth International Conference on Electrical, Computer and Communication Technologies (ICECCT), 2021, pp. 1-5, doi: 10.1109/ICECCT52121.2021.9616808. ( Indexed in Scopus)

Q. Mohammed, J. Lv and M. S. Islam, "Small Deep Learning Models for Hand Gesture Recognition," 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom), Xiamen, China, 2019, pp. 1429-1435, doi: 10.1109/ISPA-BDCloud-SustainCom-SocialCom48970.2019.00205. (Indexed in EI Compendex, DBLP)

U. K. Dey and M. S. Islam, "Genetic Expression Analysis To Detect Type Of Leukemia Using Machine Learning," 2019 IEEE 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT), Dhaka, Bangladesh, 2019, pp. 1-6, doi: 10.1109/ICASERT.2019.8934628. (Indexed in EI Compendex, Scopus)

Islam, M.S., Gao, Y., Ji, Z., Lv, J., Mohammed, A.A.Q., Sang, Y. (2022). 3DCNN Backed Conv-LSTM Auto Encoder for Micro Facial Expression Video Recognition. In: Jiang, X. (eds) Machine Learning and Intelligent Communications. MLICOM 2021. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 438. Springer, Cham. https://doi.org/10.1007/978-3-031-04409-0_9 (Indexed in EI Compendex, ISI Web of Science, Scopus, Google Scholar, DBLP)

Computer Programming (Structured and Object Oriented), Discrete Mathematics, Algorithm Design and Analysis, Operating Systmem, Computer Graphics and Image Processing, Artificial Intelligence, Probability and Statistics, Software Engineering, Theory of Computation, Compilers

IT professional teachers development training from SWSIT in Sydney, Australia

Cisco Certified Network Associate (CCNA) by Cisco System Inc

Oracle Certified Associate 11g database administrator

Oracle SQL fundamentals 11g

Dynamic Routing (BGP & OSPF) Training & Workshop organized by Internet Service Providers Association of Bangladesh & ICT Business Promotion Council, Bangladesh

Member, Institution of Engineers (IEB), Bangladesh