R. John Martin
Also known as: John Martin Rajamony
Jazan University, University of Technology and Applied Sciences - Al Mussanah, Bharathiar University, Alagappa University, Thanthai Hans Roever College (Affiliated to Bharathidasan University)
Research areas: Computer Science · Computer Vision and Pattern Recognition · Medical Image Segmentation Techniques · Artificial Intelligence in Healthcare · EEG and Brain-Computer Interfaces
0000-0003-4997-0203
About
Dr. R. John Martin is an academic with over 28 years of experience in teaching, research, and academic leadership. His expertise spans sustainable computing, computational intelligence, business data analytics, and machine learning, with applied contributions in areas such as healthcare, business, finance, cyber security and digital governance. He has successfully led funded research projects, published extensively in high-impact journals, and serves on editorial boards, guest editorials, and peer-review panels for international publishers including IEEE, Elsevier, and Springer Nature. Currently an Assistant Professor at Jazan University, Dr. Martin also holds international patents, delivers global keynotes, and is an active member of ACM and IEEE. His editorial and research experience positions him well to contribute to maintaining and enhancing the quality of scholarly publishing in multidisciplinary domains.
Employment
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Jazan University College of Engineering and Computer Science2011 - Present
- 2008 - 2011
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T.S Narayanaswami College of Arts and Science (Affiliated to University of Madras) Lecturer2007 - 2008
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JHA Agarsen College of Arts and Science (Affiliated to University of Madras) Sr. Lecturer and Head2006 - 2007
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Malankara Catholic College, Mariagiri (Affiliated to MS University) Head of the Department1998 - 2005
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Kamaraj College Lecturer1997 - 1998
Education
- 2014 - 2020
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Alagappa University M.Phil2003 - 2005
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Thanthai Hans Roever College (Affiliated to Bharathidasan University) M.Sc1995 - 1997
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NM Christian College, (Affiliated to MS University) B.Sc1992 - 1995
Projects & Funding
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Innovative AI Solutions in Healthcare for Enhancing Well-Being Through Advanced Imaging and Signal Analysis Jazan University2025 - Present
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Strengthening the Future Economy with Smart Agriculture and Explainable AI (XAI) for Sustainable Food Production Jazan University2024 - Present
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Research project on ‘Clinical Decision Support Model for Dermatosis’ Ministry of Education2023 - 2024
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Research project on ‘Real-Time Diagnosis of Suspect Brain Carcinoma sites during Electroencephalography Recordings’ Jazan University2023 - Present
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Research project on ‘Digital Governance and Sustainability’ King Khalid University
Publications (42)
- Shift-Robust Quality Prediction in Sugar Crystallization Using Physics-Guided Gradient Boosting Save
- Machine Vision Approaches for Cervical Cancer Screening Using Pap-Smear Images: A Systematic Review Save
- ML-Based Threat Severity Detection in Cyber-Physical Systems for Smart Environments Using Behavioral Analysis Save
- Optimizing crowdsourced human computation with adaptive intelligent user interfaces for scalability and explainability Save
- AI-Powered Sugar Industry: Transforming Production, Processing and Sustainability Save
- BC-SwinNet: Swin transformer and CNN with multi-objective optimization for multi-class breast cancer detection using Histopathological images Save
- Explainable credit risk modeling with hybrid tabular deep learning and adaptive feature routing Save
- Green synthesized CdS-CuS nanocomposite photocatalysts for water purification and environmental sustainability Save
- Federated deep reinforcement learning (FDRL) framework using pelican optimization (PO) to achieve sustainable energy in IoT-integrated wireless networks Save
- Adaptive Resource Optimization for IoT-Enabled Disaster-Resilient Non-Terrestrial Networks using Deep Reinforcement Learning Save
- CentralMaizeGuard: Enhanced deep learning model for maize disease detection and management Save
- High-Resolution Medical Image Generation With Leak-Prevention Mechanism Using Quantum Transformer Learning Save
- IALS: Innovative Approach for Lung Segmentation Applying Artificial Intelligence and Deep Learning Save
- Cybersecurity in Aviation: A Case-Based Approach to Preparedness Save
- Machine learning based biomedical image analysis device for accurate detection of disease Save
- A Deep Learning Based Expert Framework for Portfolio Prediction and Forecasting Save
- DermCDSM: Clinical Decision Support Model for Dermatosis Using Systematic Approaches of Machine Learning and Deep Learning Save
- Enhancing Urban Resilience to Flooding in Hydrogeological Risk Areas Through Big Data Analytics Using Deep Neuro-Fuzzy System Save
- RT-NeuroDDSM: Real-Time EEG-Driven Diagnostic Decision Support Model for Neurological Disorders Using Deep Learning Save
- XAI-Powered Smart Agriculture Framework for Enhancing Food Productivity and Sustainability Save