PhD in Computer Science and Technology
College of Computer Science
Sichuan University, Chengdu, China

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

Assistant Professor, Computer Science and Engineering (CSE)
Chittagong Independent University, Chittagong, Bangladesh
July 2022- Present

Assistant Professor and Head, Computer Science and Engineering (CSE)
Chittagong Independent University, Chittagong, Bangladesh.
July 2020-June 2022

Assistant Professor, Computer Science and Engineering (CSE)
Chittagong Independent University, Chittagong, Bangladesh.
September 2016-June 2020

Assistant Professor, Computer Science and Engineering (CSE)
East Delta University, Chittagong, Bangladesh.
April 2015-August 2016

Lecturer, Computer Science and Engineering (CSE)
East Delta University, Chittagong, Bangladesh.
May 2013-March 2015

Lecturer, Computer Science and Information Technology (CSIT)
Southern University Bangladesh, Chittagong, Bangladesh.
March 2012-May 2013

Research:

Machine Learning

Deep Learning

Computer Vision

NLP

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

M. S. Islam, Y. Sang, A. A. Q. Mohammed, L. Yuan, and J. Lv, “Highly effective end-to-end single-to-multichannel feature fusion and ensemble classification to decode emotional secretes from small-scale spontaneous facial micro-expressions”, J. King Saud Univ. - Comput. Inf. Sci., vol. 35, no. 8, p. 101653, Sep. 2023, Elsevier, doi: https://doi.org/10.1016/j.jksuci.2023.101653.

A. A. Q. Mohammed, J. Lv, M. S. Islam, and Y. Sang. “Multi-Model Ensemble Gesture Recognition Network for High-Accuracy Dynamic Hand Gesture”, Journal of Ambient Intelligence and Humanized Computing, vol. 14, no. 6, pp. 6829–6842, 2022, Springer.https://doi.org/10.1007/s12652-021-03546-6

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.Hindawi, https://doi.org/10.1155/2022/9475162

A. A. Q. Mohammed, J. Lv, and M. S. Islam. “A deep learning-based end-to-end composite system for hand detection and gesture recognition”, Sensors (Switzerland), MDPI, 19(23), pp. 5282, 2019. doi: 10.3390/s19235282.

M. K. Hossen, M. Faiad, M. S. A. Chowdhury, and M. S. Islam. “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.

M. K. Hossen, A. C. Roy, M. S. A. Chowdhury, M. S. Islam, and K. Deb.” 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, 2018.

M. K. Hossen, A. Sultana, M. S. A. Chowdhury, and M. S. Islam. “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, 2018.DOI: http://dx.doi.org/10.14257/ijast.2018.115.08.

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

M. S. Islam, M. Z. Abedin, and S. 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.

M. S. Islam and M. Z. 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.

M. Z. Abedin and M. S. 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 Proceedings

M. S. Islam, W. Jiang, J. Lv, A. A. Q. Mohammed, and Y. Sang. “Effective DemeapexNet: Revealing Spontaneous Facial Micro-Expressions”, The 6th International Conference on Compute and Data Analysis (ICCDA 2022), 2022. Association for Computing Machinery, New York, NY, USA, 81–90. https://doi.org/10.1145/3523089.3523103.

A. A. Q. Mohammed, Y. Gao, Z. Ji, J. Lv, M. S. Islam, and Y. Sang. “Automatic 3D Skeleton-based Dynamic Hand Gesture Recognition Using Multi-Layer Convolutional LSTM”, 7th International Conference on Robotics and Artificial Intelligence ICRAI 2021), 2021. Association for Computing Machinery, New York, NY, USA, 8–14. https://doi.org/10.1145/3505688.3505690.

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", IEEE 2nd International Conference on Pattern Recognition and Machine Learning (PRML), 2021, pp. 347-353, doi: 10.1109/PRML52754.2021.9520710.

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

A. A. Q. Mohammed, J. Lv, and M. S. Islam. "Small Deep Learning Models for Hand Gesture Recognition", 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.

U. K. Dey and M. S. Islam. "Genetic Expression Analysis To Detect Type Of Leukemia Using Machine Learning", 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.

University Merit Scholarship during undergraduate study at CUET, Bangladesh.

Chinese Government Scholarship (CSC) during PhD at Sichuan University, Chengdu, China.

M. S. Islam, Y. Gao, Z. Ji, J. Lv, A. A. Q. Mohammed, and Y. Sang. “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.

Computer Programming (Structured and Object Oriented)

Discrete Mathematics

Algorithm Design and Analysis

Operating System

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, The Institution of Engineers, Bangladesh.

Director, Institute of Information Technology and Industrial Research (IITIR)