Muhammad Islam

About

I am Muhammad Islam (Satti) have done MS in computer science from Arid University. I have years of experience in teaching and research. I have been currently working as a Program Coordinator and lecturer at TMUC affiliated with the University of Hertfordshire, UK. Previously, I worked as a lecturer at Riphah International University.

My areas of interest are but are not limited to, Data Science, machine learning, Information retrieval, natural language processing, Cyber security, deep learning, federating learning, edge computing, Fog, and cloud computing.

Employment

• James Cook University Peer learning advisor
  2025 - Present
• TMUC Program Coordinator & Lecturer
  2023 - Present
• Riphah International University Lecturer
  2021 - 2023

Education

• Pir Mehr Ali Shah Arid Agriculture University BSCS , MSCS

Projects & Funding

Projects & funding information is unavailable.

Publications (11)

• Multimodal generative AI for human motion understanding and generation: A survey and way forward
  Information Fusion 2026 DOI: 10.1016/j.inffus.2026.104435
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• Integrating Retrieval-Augmented Generation with Large Language Model for Robust and Explainable AI Text Detection
  Knowledge 2026 DOI: 10.3390/knowledge6030022
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• An Advanced Stacking-based Machine Learning and Deep Learning Framework for Breast Cancer Prediction
  2026 DOI: 10.22541/au.177001054.47334958/v1
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• Federated Learning for Thoracic Disease Classification Using Convolutional Neural Networks and Differential Privacy
  Healthcare Technology Letters 2026 DOI: 10.1049/htl2.70080
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• Lightweight Multi‐Stage Holistic Attention‐Based Network for Image Super‐Resolution
  IET Image Processing 2025 DOI: 10.1049/ipr2.70013
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• Pose and Illumination Invariant Face Recognition in Video via Motion Analysis and Texture Feature Optimization
  IET Image Processing 2025 DOI: 10.1049/ipr2.70211
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• Underpinning Quality Assurance: Identifying Core Testing Strategies for Multiple Layers of Internet-of-Things-Based Applications
  Sustainability 2023 DOI: 10.3390/su152215683
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• Ontology-Based News Linking for Semantic Temporal Queries
  Computers, Materials & Continua 2023 DOI: 10.32604/cmc.2023.033001
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• Depression Detection Based on Hybrid Deep Learning SSCL Framework Using Self-Attention Mechanism: An Application to Social Networking Data
  Sensors 2022 DOI: 10.3390/s22249775
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• Intrusion Detection in Smart IoT Devices for People with Disabilities
  2022 IEEE International Smart Cities Conference (ISC2) 2022 DOI: 10.1109/isc255366.2022.9921991
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• Predictive analytics framework for accurate estimation of child mortality rates for Internet of Things enabled smart healthcare systems
  International Journal of Distributed Sensor Networks 2020 DOI: 10.1177/1550147720928897
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