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Profile
Name Dr. S. Kalavathi, Ph.D
Designation Associate Professor
Areas of Interest Machine Learning, Data Analytics, Social Network Analysis
Room No. CS-5106
Intercom No. -
Mobile 9445529884
Email Id (Official) kalavathi@svce.ac.in
Email Id (Personal) sknew1011@gmail.com
Qualification
  • Ph.D Computer Science and Engineering – Anna University June 2023.
  • M.E(CSE)-Sri Venkateswara College of Engineering, Anna University(2011).
  • B.E(CSE) – Madras University(2004).

Academic Experience
  • Lecturer -Aug 2005 to May 2010 (SVCE)
  • Assistant Professor – June 2010 to Aug 2024
  • Associate Professor – Sep 2024- till date
Courses Handled

COURSES HANDLING

  • CS22401-Operating Systems
  • CS22411- Operating Systems Laboratory

THEORY

  • IT18403-Operating System Concepts
  • IT16502-Web Programming
  • IT6604-Automata and Compiler Design
  • WEB PROGRAMMING
  • COMPILER DESIGN
  • DESIGN AND ANALYSIS OF ALGORITHMS
  • DATA WAREHOUSING AND MINING
  • COMPUTER NETWORKS
  • ADVANCED SYSTEM SOFTWARE
  • JAVA PROGRAMMING
  • PROGRAMMING AND DATA STRUCTURES
  • WEB TECHNOLOGY

LABORATORY

  • AD22411-Machine Learning Lab
  • IT18412-Operating System Concepts Lab
  • IT16511-Web Programming Lab
  • IT6612-Automata and Compiler Lab
  • INTERNET PROGRAMMING LAB
  • Programming Data Structures I LAB
Research & Consultancy
    Journals Published

  • S. Baghavathi Priya, M. Rajamanogaran, Krithikha Sanju Saravanan, S. Kalavathi, and Manjula Arunraj published the SCI-indexed article titled “Interpretable Machine Learning Framework for White Blood Cell Classification Using Handcrafted Morphological Features with Chi Square Optimized Selection” in Discover Artificial Intelligence, Springer Nature, May 2026. DOI: https://doi.org/10.1007/s44163-026-01351-8. (Impact Factor: 4.0)
  • V. M. Sivagami, K. S. Easwara Kumar, D. Jayanthi, and S. Kalavathi published the SCI-indexed article titled “Blockchain-Integrated Decentralized Fault Tolerance for Secure and Energy-Efficient Multi-Cloud Interoperability” in Sustainable Computing: Informatics and Systems, Volume 47, 2025. DOI: https://doi.org/10.1016/j.suscom.2025.101170.
  • S. Kalavathi and R. Nedunchelian published the SCI-indexed article titled “Combined Linear Multi-model for Reliable Route Recommender in Next Generation Network” in Intelligent Automation & Soft Computing, Vol. 36, No. 1, pp. 39–56, September 2022. DOI: https://doi.org/10.32604/iasc.2023.031522. (Impact Factor: 3.401)
  • D. Sasikala, Sarrvesh N., Sabarinath J., Theetchenya S., and S. Kalavathi published the article titled “Automated ICD Medical Code Generation for Radiology Reports Using BioClinicalBERT with Multi-Head Attention Network” in Journal of Electronics, Electromedical Engineering, and Medical Informatics, Vol. 7, No. 3, pp. 800–816, July 2025. DOI: https://doi.org/10.35882/jeeemi.v7i3.775. (Scopus & WoS Indexed)
  • A. Kala, P. Sharon Femi, V. Rajalakshmi, S. Kalavathi, and K. Ashwini published the article titled “Face Mask Detection and Social Distance Monitoring with Deep Learning” in Indian Journal of Science and Technology, Volume 16, Issue 25, pp. 1888–1897, June 2023. DOI: https://doi.org/10.17485/IJST/v16i25.70. (WoS Indexed)
  • S. Kalavathi and co-authors published the Scopus-indexed article titled “A Unified Benchmarking Framework for Classical and QAOA-Based Multi-Objective Routing in Communication Networks” in the Journal of Theoretical and Applied Information Technology (JATIT), April 2026. DOI: https://doi.org/10.5281/zenodo.19594057.
  • S. Kalavathi and co-authors published the Scopus-indexed article titled “Federated Learning-Based Adaptive Routing for Privacy-Aware Multi-Domain Network Optimization” in Journal of Research Administration, Vol. 8, No. 1, June 2026. Available at: https://journlra.org/index.php/jra/article/view/2095.
  • Krithikha Sanju Saravanan, S. Kalavathi, Vidyabharathi D., S. Baghavathi Priya, Venkateswaran Radhakrishnan, Janani Srinivasan Anusha, and Bevina published the article titled “Metaheuristic-Driven Optimisation of Hybrid Transformer and Deep Learning Framework for Robust Animal Breed Classification” in the Journal of Artificial Intelligence and Technology, 2026. (Scopus Indexed, ISSN: 2766-8649, SJR 2025: 0.722)
  • Krithikha Sanju Saravanan, S. Baghavathi Priya, S. Kalavathi, P. Shyam Saran, and Sanjana Suriyanarayanan published the Scopus-indexed article titled “Explainable and Robust Heritage Intelligence Framework (ERHIF): A Multi-Task Deep Learning Approach for Hierarchical Classification of Indian Monuments” in the International Journal of Advanced Science and Engineering (IJASE), June 2026. DOI: https://doi.org/10.29294/IJASE.12.4.2026.6492-6509. (Impact Factor: 2.75)
  • Dr. S. Rajalakshmi, Gurumoorthy G., Dr. P. Sinthia, and Dr. S. Kalavathi published the Scopus-indexed article titled “Plant Leaf Disease Classification” in the Journal of Data Acquisition and Processing, Vol. 39, No. 1, 2024, pp. 683–693. DOI: https://doi.org/10.5281/zenodo.754709.
  • Janani B., Jasmine N., and Dr. S. Kalavathi published the article titled “Comparative Evaluation of Transformer and Hybrid BiLSTM-Transformer-MLP Models for Genomic Variant Pathogenicity Prediction” in the International Journal of Sciences and Innovation Engineering, Volume 3, Issue 4, April 2026. DOI: https://doi.org/10.70849/ijsci03042642273. (E-ISSN: 3049-0251, UGC, Crossref, Impact Factor: 1.6)
  • Dr. S. Rajalakshmi, Ms. J. Buvana, Dr. G. Gurumoorthy, Dr. S. Kalavathi, and Ms. Pooja TSR published the article titled “StrongHer – An Online Platform for Ensuring the Safety and Mental Well-being of Women and Children” in the International Journal of Creative Research Thoughts (IJCRT), Volume 13, Issue 6, pp. g571–g581, June 2025. Available at: http://www.ijcrt.org/papers/IJCRT2506769.pdf. (UGC Care, ISSN: 2320-2882)
  • Dr. S. Kalavathi, Dr. S. Rajalakshmi, Venkata Naga Saiteja Bhumaraju, and B. Sai Sriraman published the article titled “Deep Learning-Powered Document Verification for Loan Waiver Automation Using OCR-CRNN” in IJRAR – International Journal of Research and Analytical Reviews, Volume 12, Issue 3, pp. 248–253, July 2025. (UGC Care, E-ISSN: 2348-1269, P-ISSN: 2349-5138)

Patent Granted

  • Title of the Design: “AUGMENTED REALITY GLASSES FOR SKIN CANCER CLASSIFICATION”, Application No.: 378953-001,Filed Date: 09.02.2023Granted Date: 04.05.2023 .Authors: Ms. S. Rajalakshmi, ASP/CSE; Ms. J. Buvana, AP/CSE; Ms. S. Kalavathi, AP/INT; Dr. V. M. Sivagami Prof/INT; Ms. T. Padmavathy, AP/CSE; Ms. S. Janani, AP/CSE.

Patent Published

  • Dr. S. Kalavathi and Dr. N. M. Balamurugan published an Indian patent titled “System and Method for Multi-Objective Predictive Modeling and Real-Time Optimization of Meal Composition Based on Glycemic and Hemodynamic Response.” Patent Application No. 202641057372 was published on 19.06.2026.
  • Dr. S. Rajalakshmi, Ms. J. Buvana, Dr. S. Kalavathi, Ms. V. M. Sivagami, Ms. S. Janani, Ms. R. K. Kapila Vani, Ms. A. Ajoe Sweetlin Jeena, Ms. P. Kaviya, Ms. P. Prema, and Ms. P. Banupriya filed an Indian Design titled “Device for Monitoring Consumer Shopping Patterns.” Design Application No. 480908-001 was filed on 20.11.2025.
  • Dr. S. Kalavathi and co-authors published an Indian patent titled “A Framework for Plant Leaf Disease Classification.” Patent Application No. 202441001259A was filed on 07.01.2024 and published on 09.02.2024.
  • Dr. S. Kalavathi, Dr. S. Rajalakshmi, Ms. S. Harishri, Ms. J. Buvana, Ms. J. Harshitha, and team were granted the Indian Design patent titled “Pothole Detection Device.” Design Application No. 391400-001 was filed on 28.07.2023 and granted on 25.10.2023.
  • Ms. S. Rajalakshmi, Ms. J. Buvana, Ms. S. Kalavathi, Dr. V. M. Sivagami, Ms. T. Padmavathy, and Ms. S. Janani were granted the Indian Design patent titled “Augmented Reality Glasses for Skin Cancer Classification.” Design Application No. 378953-001 was filed on 09.02.2023 and granted on 04.05.2023.
  • Ms. S. Rajalakshmi, Ms. J. Buvana, Ms. R. Gayathri, Ms. S. Kalavathi, and Dr. N. Revathi published an Indian patent titled “A Modern Digital Framework for Cities Based on Blockchain and Fog Computing Technologies” in the name of Sri Venkateswara College of Engineering. Patent Application No. 202241072740A was filed on 16.12.2022 and published on 30.12.2022 (Journal No. 52/2022).

    • Book/Book Chapter Published

  • Dr. S. Kalavathi, Ms. P. Prema, and Ms. P. Banupriya published the book Computer Networks through Charulatha Publications, Chennai, in 2025. ISBN-13: 978-93-6260-719-5.
  • Dr. S. Kalavathi published a Scopus-indexed book chapter titled “Machine Learning Based Approach for Energy in the Smart City Revolution” in the book Hybrid Intelligent Optimization Approaches for Smart Energy, Wiley, Book Chapter 9, published on 28.09.2022. ISBN: 9781119821878. DOI: https://doi.org/10.1002/9781119821878.ch9.
Conference / Workshop / FDP
    Conference

  • Subhashree Meenaakshi P., Surjith Ajay A., Tharun S., and Dr. S. Kalavathi presented the paper titled “Centralized Automated Security Compliance & Audit Orchestration Platform” at the International Conference on Cybersecurity Policy Implementation and IT Systems (ICCPITS-2026), held on 28.06.2026 in Chennai, India.
  • Santhoshi M. and Dr. S. Kalavathi presented the paper titled “SHAP Guided Dynamic Feature Reweighting for Adaptive Short-Term Electricity Demand Forecasting with Integrated Anomaly Detection” at the 15th International Conference on Recent Challenges in Engineering and Technology (ICRCET-2026), held on 22.04.2026 in Bengaluru, India.
  • Vinupriya R. and Dr. S. Kalavathi presented the paper titled “AI-Powered Unified Platform for Student Recruitment with Intelligent Interview Assessment” at the 2nd International Conference on Innovative Computing, Research and Cutting-Edge Technologies in Computer Science and Engineering (ICICRCET’26), organized by the Department of Computer Science and Engineering, Sri Venkateswara College of Engineering in association with AIMST University, Malaysia, on 05.05.2026.
  • Dr. S. Rajalakshmi, Dr. G. Gurumoorthy, and Dr. S. Kalavathi presented the paper titled “Graph Neural Network-Based Cancer Diagnosis Using Patient Similarity Networks” at the 7th Doctoral Symposium of Computational Intelligence (DoSCI-2026), held on 20.03.2026 and 21.03.2026. (Springer)
  • Dr. S. Kalavathi, Dr. N. M. Balamurugan, Dr. V. M. Sivagami, and Dr. A. Kala presented the paper titled “TransRoute: Transformer-Based Autonomous Routing for Dynamic Networks” at the 1st International Conference on Smart Innovation and Soft Computing (SISCCON-2026), held from 07.02.2026 to 09.02.2026 in Raipur, India. (Scopus Indexed)
  • Dr. S. Kalavathi, Dr. N. M. Balamurugan, Dr. S. Rajalakshmi, and Dr. S. Senthamizhselvi presented the paper titled “AI-Powered Routing in Scalable Networks: Leveraging Pre-Trained Models for Adaptive Path Optimization” at the 1st International Conference on Smart Innovation and Soft Computing (SISCCON-2026), held from 07.02.2026 to 09.02.2026 in Raipur, India. (Scopus Indexed)
  • Dr. S. Kalavathi, B. Sai Sriraman, S. Sudharsan, and Venkata Naga Saiteja Bhumaraju presented the paper titled “Smart Document Verification System for Loan Waiving Using OCR-CRNN Model” at the National Conference on Communication and Informatics (NCCI-2025), organized by the Department of Information Technology, Sri Venkateswara College of Engineering, Sriperumbudur, on 08.05.2025.
  • A. Prabagaran, N. M. Balamurugan, S. Kalavathi, P. Padmanabhan, and J. Angelin Blessy presented the paper titled “Secured Heterogeneous Data Fusion Using Adversarial Autoencoders in Internet of Military Things” at the 2025 International Conference on Data Science and Business Systems (ICDSBS 2025), Chennai, India, and it was published in the IEEE Conference Proceedings. DOI: 10.1109/ICDSBS63635.2025.11031555. (Scopus Indexed)
  • A. Prabagaran, N. M. Balamurugan, S. Kalavathi, P. Padmanabhan, and J. Angelin Blessy presented the paper titled “Stage Wise Classification and Prediction of Non-Alcoholic Fatty Liver Disease Using Hybrid Approach” at the 2nd IEEE International Conference on Intelligent Data Communication Technologies and Internet of Things, held in January 2024 in Bengaluru, India. (Scopus Indexed)
  • R. Sudarshan, D. Sasikala, and S. Kalavathi presented the paper titled “Advancing Clinical Text Summarization through Extractive Methods Using BERT-Based Models on the NBME Dataset” at the 2nd IEEE International Conference on Automation, Computing and Renewable Systems, held from 11.12.2023 to 13.12.2023 in Pudukkottai, India. (Scopus Indexed)

    • FDP/Workshops ATTENDED

  • Attended One Week National Level Online Faculty Development Program on Outcome Based Education and Application of Generative AI in Teaching and Research, organized jointly by The IQAC of Vasireddy Venkatadri Institute of Technology, Guntur, Andhra Pradesh and The IQAC of Siddaganga Institute Of Technology, Tumkur, Karnataka in association with ipsr solutions limited from 24 July 2024 to 31 July 2024.
  • Attended one Day Faculty Development Program on” Generative AI and Video creation”,Conducted on – 23th July 2024, by NITTTR, Chennai.
  • Attended a 2 days Workshop on,” Blockchain Technology and Data Analytics”, held during 30 & 31 October 2023 organized by the Department of CSE, Sri Venkateswara College of Engineering.
  • Participated in 7 days National level FDP on “Artificial Intelligence and Machine Learning”, organized by ACT Academy, during 4th Dec 2023 to 11th Dec 2023.
  • Participated in 3 Days National level Workshop on “MATLAB Data Analysis and Visualization”, organized by ACT Academy, during 5th, 6th and 8th Jan 2024.
  • Participated in 6 days international level Faculty Development Programme on
    “Emerging Technologies in Computer Science”, conducted by Department of CSE, Easwari Engineering College, Ramapuram, during 22.01.2024 to 27.01.2024.
  • Attended a webinar on,” Big Data with Cloud”, held on 22nd March 2024 organized by the Department of IT, Sri Venkateswara College of Engineering.
  • Participated in the 5 days online FDP on ” Cyber Security and SIEM-Powered by QRadar ” from 22/04/2024 to 26/04/2024 organized by the Department of IT, Sri Venkateswara College of Engineering.
  • Attended a 2 Days Faculty Development Program on” Generative AI” Conducted on – 28th & 29th Jun 2024, by Imarticus Learning.
  • Participated in the Four Days Workshop on “WALKTHROUGH FROM AI & ML TO XAI” organized by the Department of Information Technology, Sri Venkateswara College of Engineering from 26-10-2022 to 29-10-2022.
  • Participated in one day Workshop on “Curriculum Design” organized by Sri Venkateswara College of Engineering, held on 18th
  • Participated in IP Awareness/Training program organized by Intellectual Property Office, India, held on 30th January 2023.
  • Attended an International Webinar on Automation and Migration Challenges in Information Technology organized by the Department of Information Technology, Sri Venkateswara College of Engineering, on 28th January 2023.
  • Attended an International Webinar on Business Analysis for Beginners organized by the Department of Information Technology, Sri Venkateswara College of Engineering, on 28th January 2023.
  • Participated in One Day FDP on “Shift Innovation Resilient Strategies for Academics” organized by the Department of Information Technology, Sri Venkateswara College of Engineering on 21st February 2023
  • Participated in Five Days STTP on “Role of Mathematics in Machine Learning” organized by the Department of CSE, Sri Venkateswara College of Engineering from 23.03.2023 to 28.03.2023.
  • Attended FDP on Data Science organized by Imarticus Learning – Fintech from 17th March 2023 to 18th March 2023.
Laboratory Handled
Training Attended
Additional Responsibilities

CURRENT RESPONSIBILITIES

  • UG Curriculum & Syllabus Coordinator for Regulation 2026 (AD)
  • NIRF Coordinator (CS & AD)
  • Study Abroad/ Industry Program (AD)
  • I Year Class Committee Chairperson (AD)
  • Faculty Advisor II year CS C2

PREVIOUS RESPONSIBILITIES

  • Chairperson for IV year
  • Time Table coordinator
  • Staff Development Incharge
  • UG Project Coordinator
  • Web Coordinator
  • NETWORK LAB INCHARGE
  • Special Class Incharge
  • ISO Coordinator
  • TAU Coordinator
  • Professional Objective Incharge
  • Alumni Incharge
  • Department Co Curricular Incharge
  • CAT coordinator
  • University Practical Exam Co-ordinator
  • UG Project Coordinator
Achievements
    Technical Talk Delivered

  • Handled a Session for “FDP on Train the Trainers for programming Skills” held during 11/11/2019 to 14/11/2019 at SVCE
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