Biography
I am working as an Assistant Professor (Selection Grade) in the Department of Information Technology at Dr. N.G.P. Institute of Technology since June 2010. I have over 16 years of academic experience, with expertise in Data Structures, Computer Networks and Database Management Systems. I have also received a grant from DRDO of Rs 50,000 and 30,000 for conducting a seminar and am currently researching Deep Learning.
Academic Credentials
Swipe to see more| Degree | Specialization | Institute | University | Year of Passing |
|---|---|---|---|---|
| M.E. | Computer Science and Engineering | Karpagam Academy of Higher Education | Karpagam University | 2011 |
| B.E. | Computer Science and Engineering | Maharaja Prithvi Engineering College | Anna University | 2009 |
Academic & Professional Experience
Swipe to see more| Experience / Role | Type | Organization | Duration | Total |
|---|---|---|---|---|
| Assistant Professor(SG) | Teaching | Dr.N.G.P.Institute of Technology | Dec 2022 - Present | 3 Years 7 Months |
| Assistant Professor | Teaching | Dr.N.G.P.Institute of Technology | Sep 2012 - Nov 2022 | 10 Years 3 Months |
| Lecturer | Teaching | Dr.N.G.P.Institute of Technology | Jun 2010 - Aug 2012 | 2 Years 3 Months |
Areas of Expertise
Machine Learning
Deep Learning
Data Science
Data Structures and Algorithms
Institutional Roles
Student Development Cell Coordinator
Departmental Roles
Alumni Incharge
Institution Innovation Council Incharge
Journal Publications
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- Vijaya Kumar Thangavel and Krishnamoorthi Murugasamy. "Efficient implementation with multimodal data for patient emotion recognition system using dilated convolution-based dual scale adaptive efficient attention network." Knowledge-Based Systems (2026): 115744. (Impact Factor 7.6)
- Vijaya Kumar Thangavel and Krishnamoorthi Murugasamy. "Efficient implementation with multimodal data for patient emotion recognition system using dilated convolution-based dual scale adaptive efficient attention network." Knowledge-Based Systems (2026): 115744. (Impact Factor 7.6)
National/International Conferences
- Vijaya Kumar T et al. "Plant diseases detection using an improved CNN model." In 2022 International Conference on Innovative Computing, Intelligent Communication and Smart Electrical Systems (ICSES), pp. 1-7. IEEE, 2022.
- Vijayakumar T et al. "Hybridization of a Novel Rheumatoid Arthritisprediction Modelusing Classifier and Optimizer Approach." In 2022 International Conference on Computer Communication and Informatics (ICCCI), pp. 1-12. IEEE, 2022.
- Vijaya kumar T et al. "A Deep Learning-based Approach for Tomato Plant Leaf Disease Detection and Classification." In 2022 3rd International Conference on Smart Electronics and Communication (ICOSEC), pp. 1251-1255. IEEE, 2022.
- Vijaya Kumar T et al. "Data Preservation in Chatbot with Cloud Deployment." In 2023 7th International Conference on Trends in Electronics and Informatics (ICOEI), pp. 754-760. IEEE, 2023.
- Vijaya Kumar T et al. "Cryptocurrency price prediction using LSTM and recurrent neural networks." In 2023 2nd International Conference on Applied Artificial Intelligence and Computing (ICAAIC), pp. 1-5. IEEE, 2023.
- Vijaya Kumar T et al "Content restricting age predictor system using artificial intelligence." In 2023 8th International Conference on Communication and Electronics Systems (ICCES), pp. 784-791. IEEE, 2023.
- Vijaya Kumar T et al. "A Deep Learning based System for Detecting Stress Level and Recommending Movie or Music." In 2023 International Conference on Sustainable Computing and Smart Systems (ICSCSS), pp. 20-24. IEEE, 2023.
- Vijaya Kumar T et al."Early accurate identification of grape leaf disease detection using cnn based vgg-19 model." In 2024 International Conference on Cognitive Robotics and Intelligent Systems (ICC-ROBINS), pp. 263-269. IEEE, 2024.
- Vijaya Kumar T et al. "Classification of Early Skin Cancer Prediction using Nesterov-Accelerated Adaptive Moment Estimation (NADAM) Optimizer Algorithm." In 2024 International Conference on Cognitive Robotics and Intelligent Systems (ICC-ROBINS), pp. 257-262. IEEE, 2024.
- Vijaya Kumar T et al. "Analysis on early prediction of cotton plant leaf diseases Using CatBoost algorithm." In 2024 2nd International Conference on Sustainable Computing and Smart Systems (ICSCSS), pp. 1458-1466. IEEE, 2024.
- Vijaya Kumar T et al. "RFID with IoT Integrated Smart Energy Meter Monitoring and Control System for Efficient Usage and Billing." In 2024 Second International Conference on Intelligent Cyber Physical Systems and Internet of Things (ICoICI), pp. 354-361. IEEE, 2024.
- Vijaya Kumar T et al. "Ai based intrusion detection system for iot enabled smart industries." In 2024 International Conference on Emerging Research in Computational Science (ICERCS), pp. 1-6. IEEE, 2024.
- Vijaya Kumar T et al. "A Multi Model to Enhance The Detection and Classification of Chronic Kidney Disease Using Machine Learning." In 2024 International Conference on Emerging Research in Computational Science (ICERCS), pp. 1-9. IEEE, 2024.
- Vijaya Kumar T et al. "Vision-cart: IoT-Enabled Smart Glasses for an Enhanced Shopping Experience." In 2025 7th International Conference on Inventive Material Science and Applications (ICIMA), pp. 908-921. IEEE, 2025.
- Vijaya kumar T et al. "Unveiling the Deep Learning Techniques for Maternal Health Risk Prediction." In 2025 International Conference on Next Generation Computing Systems (ICNGCS), pp. 1-6. IEEE, 2025.
- Vijaya Kumar T et al."Optimized Deep Learning for Breast Cancer Detection using APO Algorithm." In 2025 3rd International Conference on Intelligent Cyber Physical Systems and Internet of Things (ICoICI), pp. 1995-2002. IEEE, 2025.
- Vijaya Kumar T et al. "Dark Pattern Detection on Web Page using DistilBERT." In 2025 IEEE First International Conference on Innovations in Engineering and Next-Generation Technologies for Sustainability (ICINVENTS), vol. 1, pp. 1-6. IEEE, 2025.
- Vijaya Kumar T et al. "Brain Tumour Detection System Using Deep CNN and GenAI." In 2026 Sixth International Conference on Advances in Electrical, Computing, Communications and Sustainable Technologies (ICAECT), pp. 1-7. IEEE, 2026.
Patents
Swipe to see more| Patent Title | Date | Reg. No. | Status | Level | Funding |
|---|---|---|---|---|---|
| Warm Bed Mattress and a Method to Operate the same | 22.10.2025 | 202241018759 | Granted | National | Dr.N.G.P Institute of Technology |
| IoT based Smart Digital Food Recommendation for Health Management System | 27.07.2021 | 202141033809 | Published | National | Self-Funded |
Books Published
Swipe to see more| Book Title | Author(s) | Publication | Year / Month |
|---|---|---|---|
| In Quantum AI-Powered and HPC Applications for Sustainable Environment and Climate Change: Integrating Quantum Computing and AI-Powered Applications for Climate Solutions | Janani, N., T. Vijaya Kumar, K. Dhana Shree, A. Saran Kumar, M. Karthiga | Springer | May 2026 |
| Advanced Explorations in Machine Learning, Computer Vision, and IoT | Poovizhi, P., Vijaya Kumar, P. Rajasekaran | Bentham Science Publishers | May 2026 |
Professional Membership Body
Swipe to see more| Membership Number | Membership Body | Year | Duration |
|---|---|---|---|
| 227522 | IAENG | 2021 | Life Member |
| LM 78127 | ISTE | 2011 | Lifemember |
Invited Guest Lectures Delivered
Swipe to see more| Topic | Program | Venue | Date |
|---|---|---|---|
| Data Structures and its Applications | Guest Lecture | Dr.SNS Rajalakshmi College or Arts and Science | 08.11.2021 |
Awards and Achievements
Top Performing Mentor - Programming in Java
Recognition
by NPTEL
Top Performing Mentor - Problem Solving through Programming in C
Recognition
by NPTEL
Top Performing Mentor -Introduction to Industry 4.0 and Industrial Internet of Things
Recognition
by NPTEL
Top Performing Mentor- Foundations of R Software
Recognition
by NPTEL
Top Performing Mentor- Human Computer Interface
Recognition
by NPTEL