Mr. T Vijaya kumar

Mr. T Vijaya kumar

M.E (Ph.D)

Assistant Professor (Sl.Gr.)

Information Technology
AICTE ID: 145-6395003

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

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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

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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

    1. 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)

  1. 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

  1. 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.
  2. 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.
  3. 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.
  4. 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.
  5. 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.
  6. 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.
  7. 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.
  8. 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.
  9. 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.
  10. 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.
  11. 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.
  12. 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.
  13. 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.
  14. 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.
  15. 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.
  16. 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.
  17. 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.
  18. 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

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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

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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

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Membership Number Membership Body Year Duration
227522 IAENG 2021 Life Member
LM 78127 ISTE 2011 Lifemember

Invited Guest Lectures Delivered

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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