Dr GUNAVATHI R
MCA,MPhil,PhD
ASSOCIATE PROFESSOR
Articles in Journals
Sl.No. Title Name of Journal / Vol. No. / Issue No. / Page Nos ISSN No. Date Published
1 An Early Disease Prediction Model for Diabetes Patients with Machine Learning Approach Design Engineering (Toronto) / 2021 / 6 / 3357 - 0011-9342 31-Aug-2021
2 Map reduce based deep hierarchical extreme learning machine with feature augmentation for accurate intrusion detection in big data environment International Journal of Advanced Science and Technology / 29 / 5 / 2207 - 6360 2005-4238 10-Apr-2020
3 ABC-PSO based routing for wireless sensor network using AODV protocol International Journal of Scientific and Technology Research / 9 / / 1438 - 2277-8616 16-Feb-2020
4 Knowledgeable Handling of Impreciseness in Feature Subset Selection using Intuitionistic Fuzzy Mutual Information of Intrusion Detection System International Journal of Innovative Technology and Exploring Engineering / 8 / / 1539 - 1544 2278-3075 04-Oct-2019
5 An enhanced model for diabetes prediction using improved firefly feature selection and hybrid random forest algorithm International Journal of Engineering and Advanced Technology / 9 / / 3765 - 3769 2249-8958 03-Oct-2019
6 A novel trust based routing protocol for wireless sensor networks International Journal of Scientific and Technology Research / 8 / / 1152 - 1156 2277-8616 05-Sep-2019
7 Improving the lifetime of wireless sensor network through energy proficient AODV protocol International Journal of Engineering and Advanced Technology (IJEAT) / 8 / / 3016 - 3020 2249-8958 20-Aug-2019
8 A novel sentimental analysis using optimized Relevance Vector Machine Classifier International Journal of Engineering and Technology(UAE) / 7 / 7 / 164 - 166 2227524X 09-May-2018
Books/ Book Chapter/Case Study
Sl.No. Title Author Names(s) ISBN No. Month Year
1 Smart Power Systems Grid Modernization Using AI and IoT-Based Applications SAVITHRI M,C MAHESWARI,V SHOBANA,VIJAYALAKSHMI S,LEKHA J,LIJA JACOB,SAVITA DAHIYA,GUNAVATHI R 978-3-031-89458-9 /
2 Smart Power Systems Grid Modernization Using AI and IoT-Based Applications SAVITHRI M,VIJAYALAKSHMI S,A ARUL SELVANGNANAMONICKAM,V SHOBANA,LEKHA J,LIJA JACOB,SAVITA DAHIYA,GUNAVATHI R 978-3-031-89458-9 /
3 Proceedings IEEE International Conference on Advanced Video and Signal Based Surveillance AvssOpen source preview GUNAVATHI R,LALRINMAWII R., LALRAMHLUNA,IEEE 2643-6213 /
4 Power Systems GUNAVATHI R,MURUGESAN G,RADHA B.,NITHYA A.S,SPRINGER SCIENCE 1612-1287 /
5 Smart Power Systems Grid Modernization Using AI and IoT-Based Applications LIJA JACOB,GAURIKA CHOPRA,VIJAYALAKSHMI S,LEKHA J, SAVITA DAHIYA,GUNAVATHI R 978-3-031-89458-9 /
6 5th International Conference on Data Engineering and Communication Technology, ICDECT 2024 GUNAVATHI R,SHIDDHARTHY R,PRINGER SCIENCE AND BUSINESS MEDIA DEUTSCHLAND GMB 978-981965216-7 /
7 Lecture Notes in Networks and Systems GUNAVATHI R,SPRINGER INTERNATIONAL PUBLISHING AG 978-981978864-4 /
8 2024- International Conference on Electrical Electronics and Computing Technologies (ICEECT] ASHAQ HUSSAIN GANIE ,GAUTHAMI PULLIPATI,GUNAVATHI R,IEEE 979-8-3503-7809-2 /
9 2024 International Conference on Electrical, Electronics and Computing Technologies, ICEECT 2024 GUNAVATHI R,ASHAQ HUSSAIN GANIE ,INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS 979-835037809-2 /
10 AIP Conference Proceedings GUNAVATHI R,V. SIVAKUMAR,B. SENTHIL KUMAR,VIJAYALAKSHMI S,API ISSN:0094-243X /
11 Lecture Notes in Networks and Systems GUNAVATHI R,SPRINGER INTERNATIONAL PUBLISHING AG 978-981978860-6 /
12 2024 International Conference on Trends in Quantum Computing and Emerging Business Technologies GUNAVATHI R,ARUN REGHUNATHAN,SAUMMYA SINGH,AMALA JOHNSON,IEEE 979-835038427-7 /
13 nd IEEE International Conference on Trends in Quantum Computing and Emerging Business Technologies 2024 GUNAVATHI R,AQSA ADAB,MUSKAN JAIN,VANDANA VIJAY BHAGAT,ASHAQ HUSSAIN GANIE ,AMALA JOHNSON,IEEE 979-835038427-7 /
14 TQCEBT 2024 - 2nd IEEE International Conference on Trends in Quantum Computing and Emerging Business Technologies 2024 GUNAVATHI R,VIJAYALAKSHMI S,SAVITHRI M,THAMARAI SELVI,IEEE 979-835038427-7 /
15 Artificial Intelligence for Cyber Defense and Smart Policing GUNAVATHI R,VIJAYALAKSHMI S 9781032170930 /
16 The Role of AI, IoT, and Blockchain in Mitigating the Impact of COVID-19 GUNAVATHI R,RAJESWARI S,HARI PRIYA N,BENTHAM SCIENCE PUBLISHERS 978-981508065-0, 978-981508066-7 /
17 AI-Powered IoT in the Energy Industry GUNAVATHI R,G. KARTHIKEYAN 978-3-031-15044-9 /
Participation in Seminars/Conferences/Symposium
Sl.No. Name of the Conference /Seminar /Symposium Type of Program Title of the Article Role Venue/Place Date
1 International Conference on Data Science, Computation and Security (IDSCS-25) Conference A scalable Framework For Efficient Social Media Data Extraction Using Web Scraping Technique Presenter) Christ University 14/11/2025
2 International Conference on Data Science, Computation and Security (IDSCS-25) Conference Moderator/Chair) Christ University 14/11/2025
3 International Conference on Data Science, Computation and Security (IDSCS-25) Conference A Novel Ingredient-Based Food Recommender System Leveraging Natural Language Processing Presenter) Christ University 14/11/2025
4 11th International Conference on Electronics, Computing and Communication Technologies Conference Moderator/Chair) Christ University 10/06/2025
5 The First International Society of Fuzzy Sets Extensions Conference(ISFSES 2025) Conference A Comprehensive Survey to Enhance Face Spoofing Attack Detection Via Ensemble Learning Presenter) ISFSEA Conference 05/05/2025
6 International Conclave on Strategizing India's Role in a Dynamic Asian and Global Landscape Conference Enhancing Cybersecurity for Detecting Fake Business Content on Social Media : A path towards achieving SDG 16-Peace, Justice and Strong institutions Presenter) Christ UniversityCHRIST (Deemed to be University) 31/03/2025
7 InC4 2025 - IEEE conference Conference Moderator/Chair) Christ UniversityCHRIST (Deemed to be University), Bangalore 14/03/2025
8 International Conference on Innovation, Sustainability & Applied Sciences(ICISAS 2025) Conference Augmented Reality Technology and Case Studies Related with Healthcare Presenter) Curtin University, DubaiDubai 22/02/2025
9 International Conference on Innovation, Sustainability & Applied Sciences(ICISAS 2025) Conference Enhancing Accuracy of 48 x 48 Dimensional Images Using CNN Presenter) Curtin University, DubaiDubai 22/02/2025
10 International Conference on Innovation, Sustainability & Applied Sciences(ICISAS 2025) Conference Enhancing Underwater Archaeology with Computer Vision: A deep learning Approach for Shipwreck Detection Presenter) Curtin University, DubaiDubai 22/02/2025
11 International Conference on Innovation, Sustainability & Applied Sciences(ICISAS 2025) Conference A comprehensive Study on Potato and Tomato Prediction using Deep Learning Techniques Presenter) Curtin University, DubaiDubai 22/02/2025
12 International Conference on Innovation, Sustainability & Applied Sciences(ICISAS 2025) Conference Scalable Web Scraping Frameworks: Scrape Data Efficiency from Social Media Presenter) Curtin University, DubaiDubai 22/02/2025
13 International Conference on Innovation, Sustainability & Applied Sciences(ICISAS 2025) Conference AI Enables Healthcare Assistance for Remote Prenatal Care Presenter) Curtin University, DubaiDubai 22/02/2025
14 5th International Conference on Data Science, Computation and Security Conference Organizer) Christ UniversityCHRIST (Deemed to be University) 07/11/2024
15 International Conference Conference Multilingual Voice-Assisted for Traffic Sign Detection and Calssification in Adverse Wheather Conditions Presenter) CMR Institute of Technology, HydrabadHydrabad 28/03/2024
16 5th International Conference on Recent Trends in Machine Learning, IoT, Smart Cities & Applications Conference Deep Learning-based Dynamic Vision: Classifying Hand Guestures Presenter) CMR Institute of Technology, HydrabadHydrabad 28/03/2024
17 IEEE International Conference on Trends in Quantum Computing and Emerging Business Technologies - TQCEBT - 24 Conference Food Recommendation System using Custom NER and Sentimental Analysis Presenter) Christ UniversityPune Lavasa 22/03/2024
18 International Conference Conference Advanced Approaches for Hate-Speech Detection: A Machine and Deep_Learning Investigation Presenter) Christ UniversityChrist(Deemed to Be university), Pune Lavasa Campus 23/11/2023
19 International Conference Conference Moderator/Chair) Christ UniversityChrist(Deemed to be University), Pune Lavasa Campus 23/11/2023
20 International Conference Conference Advanced Approaches for Hate Speech Detection: a Machine and Deep learning investigation Presenter) Christ UniversityPune, Lavasa Campus 23/11/2023
21 International Conference Conference Moderator/Chair) Christ UniversityCHRIST (Deemed to be University), Kengeri Campus 02/11/2023
22 7th Global Conference on Computing and Media Technology Conference Key-based Message Transmission to avoid broadcast storm in VANET Presenter) Asia Pacific University of Technology and Innovation(APU) Kuala Lumpur, MalaysiaAsia Pacific University of Technology and Innovation(APU) Kuala Lumpur, Malaysia 14/09/2023
23 International Conference on Computational Sciences and Sustainable Technologies Conference Moderator/Chair) Christ UniversityBangalore 08/05/2023
24 National Conference on Intelligent Computing Conference Moderator/Chair) Sri Krishna Arts and Science CollegeCoimbatore 15/03/2023
25 National Conference on Intelligent Computing Conference Management Information System for Decision Support System Presenter) Sri Krishna college of Arts and ScienceCoimbatore 15/02/2023
26 IEEE International Conference Conference Moderator/Chair) Christ UniversityCHRIST (Deemed to be University), Pune Lavasa Campus 13/10/2022
27 IEEE International Conference on Trends in Quantum Computing and Emerging Business Technologies (TQCEBT-22) Conference Panelist) Christ Universityy CHRIST (Deemed to be University), Pune Lavasa Campus 13/10/2022
28 Two Day International virtual Conference on INTERDISCIPLINARY RESEARCH INNOVATIONS IN SCIENCE AND HUMANITIES (IC ? IRISH'21) Conference Least Squares Twin Support Vector Machine Technique On Social Media For Sentiment Analysis Presenter) Nehru Arts and Science CollegeCoimbatore 25/11/2021
29 International Conference on Finance & Business Analytics 2021 Conference Augmented reality technology and case studies related with technical and employer based data for maintenance and performance Presenter) Christ UniversityChrist (Deemed to be University), Lavasa Campus, Pune 21/05/2021
30 International Conference Conference Moderator/Chair) Christ UniversityChrist(Deemed to be University), Lavasa Campus 21/05/2021
31 3rd International Conference on Advanced Computing, ICoAC 2011 Conference An efficient clusterhead election algorithm based on maximum weight for MANET Presenter) Madras Institute of Technology, Anna University,Chennai 14/12/2011
Invited Talks
Sl.No. Titel of the Program Name of the Program Date Name of the Institution
1 Generative AI for Problem Solving Guest Lecture 16/09/2025 Sri Ramakrishna College of Arts and Science for Women
2 The co-evolution of AI and Human intelligence Exploring Intersections, Implications, and Future Directions Guest Lecture 16/08/2024 Christ University
3 External expert in BoS BOS meeting 08/11/2023 sri krishna arts and science college
4 Resource Speaker Faculty Development Programme 24/08/2023 Presidency University, Bangalore
5 Safeguarding Innovation: The Role of Intellectual Property Rights Guest lecture 24/08/2023 Sri G.V.G Visalakshi College for Women
6 External member in BoS Board of Studies 01/07/2023 Sri Krishna Arts and Science College
7 The intersection of creation, web analytics, innovation: Game-changing approach Webinar 24/04/2023 K.S.Rangasamy College of Technology
8 Recent Trends in Cloud Computing Guest lecture - Online 18/01/2023 PSGR, Krishnammal College for Women
9 Seminar - Full Stack Development Guest lecture - Online 15/11/2022 Sri Ramakrishna College of Arts and Science for Women
10 New Technology Trends in 2022 Invited Talk 30/12/2021 Nehru Arts and Science College, Affiliated to Bharathiar University,
11 National level webinar on "Research Methodology" National level webinar 20/11/2021 Sree Narayana Guru College
12 Chief Guest for the Association Inauguration Virtual Inauguration of the Association 01/11/2021 Sree Narayana Guru College
13 Webinar - Python Essentials Webinar 11/10/2021 Vidyasagar College of Arts and Science
14 Subject expert - Doctoral Committee meeting Doctoral committee meeting 08/10/2021 Vidyasagar College of Arts and Science, Bharathiar University
MPhil/PhD Guided/Adjudicated
Sl.No. Title Name of Student Institution Role Status Month Year
1 Smart Agriculture: Plant Leaf Disease Identification And Remedies Using Gray-Level Co-Occurrence Matrix And Enhanced Deep Convolutional Neural Network SUBHADRA. K Bharathiar University Examiner
2 Smart Agriculture: Plant Leaf Disease Identification And Remedies Using Gray-Level Co-Occurence Matrix And Enhanced Deep Convolutional Neural Networks Subhadra K Nehru Arts And Science College, BU Examiner
3 Novel Graph Analytic Techniques for Large Scale Data Retrieval in Social Networks towards Enhancement of Reachability and Reduction of Search Time M.BABY NIRMALA Bharathidasan University, Tiruchirappalli Examiner
4 Diabetes prediction using feature engineering approach with hybrid random forest algorithm B. Senthil Kumar Bharathiar University Supervisor Awarded January 2024
5 Enhanced Cluster-Based Broadcasting Protocol With Selective Reliable Communication in VANET SHIDDHARTHY R Bharathiar University Supervisor Awarded January 2024
6 Transforming Agriculture: Leveraging Iot And Machine Learning For Soil Analysis And Crop Recommendations MURUGESAN G Bharathiar University Examiner
7 . SHIKALGAR NILOFAR MOHOMMADALI Christ University Supervisor Ongoing September 2024
8 Exploring The Role Of Machine Learning And Scoring Scales In Multifactor Analysis For Parkinson?S Disease Prediction Arunraj G Bharathiar University Examiner
Patents
Sl.No. Title of Invention Inventor(s) Filing Date
1 Foot Pressor Monitor for Athletes and Patients GUNAVATHI R,BIJESH THOMAS,PAVITHRA GOPI 14-Sep-2024
2 SMART IRRIGATION FOR HOUSE POTTED PLANTS GUNAVATHI R,DR. MIDHUN KUMAR AYYALRAJ,MOAZ,S.B.THAMARAI SELVI, DR. SENTHIL KUMAR B,VIJAYALAKSHMI S,DR. SENTHIL KUMAR B,DR. S.VIJAYALAKSHMI 18-Jun-2024
3 IMPLEMENTATION OF CLASSIFICATION MODELS FOR ACCURATE CLASSIFICATION OF FACTORS RESPONSIBLE FOR GASTRIC CANCER GUNAVATHI R,DR. M. S. IRFAN AHMED,B THILLAI ESWARI,R SUDHA ABIRAMI,BISWAJIT BARMAN,M. SUDHA,DR SUMANTA BHATTACHARYA,NILANJAN PAHARI,TRILOK SUTHAR,DR. A. SASI KUMAR,VINOD KUMAR SAHU,IMRAN KHAN 16-Nov-2022
4 SMART ASSISTIVE DEVICE FOR VISUALLY IMPAIRED SAMIKSHA SHUKLA,VIJAYALAKSHMI S,SAVITA,DR.S.P.GAYATHRI,LIJA JACOB,THOMAS K T,GUNAVATHI R 21-Sep-2021
Research Project
Sl.No. Name of the Research Project Investigator(s) Sponsors Internal/External
1 The Rise of Women Titans: Exploring the success stories of powerfulwomen leaders who have revolutionized industries and transformed corporate landscapes GUNAVATHI R National Commission for Women(NCW) External
Workshop/FDP/Training programme
Sl.No. Name of the Workshop/FDP/Training programme Name of Organiser Level Role Date
1 The Agentic AI Paradigm: Architecture Enabliing Technologies, and Real-world applications Presidency University, Presidency University National Participant 03/11/2025
2 GenAI for UX Designers Coursera,  International Participant 24/10/2025
3 OpenAI GPTs: Creating your own Custom AI Assistants Coursera, Vanderbilt University International Participant 15/09/2025
4 Workshop - Facebook & Instagram Ads Skill Nation, Skill Nation International Participant 31/08/2025
5 Research Innovation, Data Analytics & Emerging Technologies in Academia Christ university,  Institutional Participant 04/08/2025
6 Navigating the Grant Maze: Strategies for Successful Research Funding Proposals Christ university,  Institutional Participant 31/07/2025
7 AI 2025: Advancing the Future with Artificial Intelligence and IoT Christ university,  International Organiser & Participant 24/04/2025
8 Introduction to NoSQL Databases Coursera,  International Participant 16/01/2025
9 3rd Women?s Leadership in Asia: Shaping Our Future Scranton Women's Leadership Center, American Methodist Korean Women's Mission Foundation, Scranton Women's Leadership Center, American Metho International Participant 19/08/2024
10 Prompt Engineering for ChatGPT Coursera,  International Participant 15/08/2024
11 Women Leadership Conclave 4.0 Christ (Deemed to be University), Bangalore,  National Participant 05/07/2024
12 FDP:Next-Gen Educators: AI and Data-Driven Teaching Strategies Christ (Deemed to be University), Pune Lavasa campus,  Institutional Organiser & Presenter 06/06/2024
13 FDP:Next-Gen Educators: AI and Data-Driven Teaching Strategies Christ (Deemed to be University), Pune Lavasa campus,  Institutional Participant 06/06/2024
14 MOOC course , Simplylearn International Participant 22/04/2024
15 FDP Christ (Deemed to be University), Pune Lavasa campus,  Institutional Participant 18/03/2024
16 FDP Christ (Deemed to be University), Pune Lavasa campus,  Institutional Participant 23/02/2024
17 FDP CMR Engineering College,  National Participant 12/02/2024
18 FDP KG college of Arts and Science, KG college of Arts and Science National Participant 08/01/2024
19 FDP Christ (Deemed to be University), Pune Lavasa campus,  Institutional Participant 07/11/2023
20 FDP - Cloud Infrastructure(AWS) Brain Vision India and AICTE,  National Participant 21/08/2023
21 FDP Presidency University, Bangaluru,  National Participant 21/08/2023
22 FDP Christ(Deemed to be University), Pune Lavasa Campus,  Institutional Participant 31/07/2023
23 FDP Christ (Deemed to be University), Pune Lavasa campus,  Institutional Participant 02/01/2023
24 MOOC Course Online, simplilearn International Participant 01/11/2022
25 FDP KINGS ENGINEERING COLLEGE, CHENNAI,  National Participant 01/04/2022
26 FDP Sri Venkateswara College of Engineering in Association with IETE Chennai Centre, Sri Venkateswara College of Engineering National Participant 08/03/2022
27 FDP Sri Jayendra Saraswathy Maha Vidyalaya College of Arts and Science,  National Participant 25/10/2021
28 National Webinar on Women and Cybersecurity Shri Shankarlal Sundarbai Shasun Jain college for Women, Shri Shankarlal Sundarbai Shasun Jain college for National Participant 01/09/2021
29 MOOC Course Bitdegree, Bitdegree UAB,Company code: 304617863 International Participant 06/07/2021
30 FDP ATAL-AICTE,  National Participant 05/07/2021
31 QIP Christ University,School of Commerce, Finance and Accountancy & the School of Business and Management,  Participant 26/06/2021
32 QIP Christ University,School of Commerce, Finance and Accountancy & the School of Business and Management,  Participant 26/06/2021
33 FDP AICTE Training And Learning (ATAL) Academy, Institute of Technology & Management National Participant 07/06/2021
34 Artificial Intelligence Dr. D Y Patil School of Engineering Dr. D Y Patil Knowledge City, Charholi(Bk), Via Lohegaon, Pune, Department of Electronics and Telecommunication Engineering,  National Participant 24/05/2021
35 National Level Workshop Pantech e learning, Chennai,  National Participant 30/04/2021
36 Webinar on Social Media Analytics Christ University, School of Commerce, Finance and Accountancy & the School of Business and Management,  Institutional Participant 16/04/2021
37 One-Day Online Research Workshop Christ University,School of Commerce, Finance and Accountancy & the School of Business and Management,  Institutional Participant 20/03/2021
38 MOOC course Coursera,  International Participant 20/03/2021
39 Staff Development Programme Christ (Deemed to be University), Bangalore,  Participant 02/03/2021
40 Staff Development Programme Christ (Deemed to be University), Bangalore,  Participant 02/03/2021
Awards/Achievements/Others
Sl.No. Name of the Awards/Achievements/Others Description Organisation Month/ Year
1 Reviewer Crist University 08 May 2023
2 Appreciation from university Christ University 19 June 2025
Copyright
Sl.No. Applicants Title Date Published
1 VIJAYALAKSHMI S,LEKHA J,GUNAVATHI R,DR. VANDANA SHARMA,DR. BALAMURUGAN BALUSAMY,,DR. SALIM SHAMSHER SMART DETECTION OF FRAUDULENT LOAN DOCUMENT USING NON FUNGIBLE TOKENS -
2 ROHINI V,GUNAVATHI R,RAMKUMAR S,KIRUBANAND V B,GOBINATH R,SANGEETHA G,STEPHEN R AI ENABLED AUTONOMOUS DRONE COMMUNICATION AND DATA MANAGEMENT SYSTEM -