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 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
5 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
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 AI-Powered IoT in the Energy Industry GUNAVATHI R,G. KARTHIKEYAN 978-3-031-15044-9 /
2 Artificial Intelligence for Cyber Defense and Smart Policing GUNAVATHI R,VIJAYALAKSHMI S 9781032170930 /
3 AIP Conference Proceedings GUNAVATHI R,VIJAYALAKSHMI S,API, B. SENTHIL KUMAR, V. SIVAKUMAR ISSN:0094-243X /
4 2024 International Conference on Trends in Quantum Computing and Emerging Business Technologies GUNAVATHI R,AMALA JOHNSON,ARUN REGHUNATHAN, IEEE, SAUMMYA SINGH 979-835038427-7 /
5 nd IEEE International Conference on Trends in Quantum Computing and Emerging Business Technologies 2024 GUNAVATHI R,AMALA JOHNSON, ASHAQ HUSSAIN GANIE , VANDANA VIJAY BHAGAT,AQSA ADAB, IEEE, MUSKAN JAIN 979-835038427-7 /
6 TQCEBT 2024 - 2nd IEEE International Conference on Trends in Quantum Computing and Emerging Business Technologies 2024 GUNAVATHI R,SAVITHRI M, VIJAYALAKSHMI S,IEEE, THAMARAI SELVI 979-835038427-7 /
7 The Role of AI, IoT, and Blockchain in Mitigating the Impact of COVID-19 GUNAVATHI R,BENTHAM SCIENCE PUBLISHERS, HARI PRIYA N, RAJESWARI S 978-981508065-0, 978-981508066-7 /
8 Lecture Notes in Networks and Systems GUNAVATHI R,SPRINGER INTERNATIONAL PUBLISHING AG 978-981978860-6 /
9 2024- International Conference on Electrical Electronics and Computing Technologies (ICEECT] ASHAQ HUSSAIN GANIE ,GUNAVATHI R,GAUTHAMI PULLIPATI, IEEE 979-8-3503-7809-2 /
10 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 /
11 Lecture Notes in Networks and Systems GUNAVATHI R,AMALA JOHNSAN, AYUSHI SINHA, SPRINGER INTERNATIONAL PUBLISHING AG 978-981978864-4 /
12 5th International Conference on Data Engineering and Communication Technology, ICDECT 2024 GUNAVATHI R,PRINGER SCIENCE AND BUSINESS MEDIA DEUTSCHLAND GMB, SHIDDHARTHY R 978-981965216-7 /
13 Proceedings IEEE International Conference on Advanced Video and Signal Based Surveillance AvssOpen source preview GUNAVATHI R,IEEE, LALRAMHLUNA, LALRINMAWII R. 2643-6213 /
14 Power Systems GUNAVATHI R,MURUGESAN G, NITHYA A.S, RADHA B., SPRINGER SCIENCE 1612-1287 /
15 Multimodal Learning Using Heterogeneous Data PATKAR KALPESH DILIP,GUNAVATHI R,ANGELO P CHERY 978-044327528-9 /
16 Multimodal Learning Using Heterogeneous Data GUNAVATHI R,PATKAR KALPESH DILIP,ANGELO 978-044327528-9, 978 /
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 Finance & Business Analytics 2021 CONFERENCES Augmented reality technology and case studies related with technical and employer based data for maintenance and performance PRESENTER) Christ (Deemed to be University), Lavasa Campus, Pune 21/05/2021
2 International Conference CONFERENCES MODERATOR) Christ(Deemed to be University), Lavasa Campus 21/05/2021
3 Two Day International virtual Conference on INTERDISCIPLINARY RESEARCH INNOVATIONS IN SCIENCE AND HUMANITIES (IC ? IRISH'21) CONFERENCES Least Squares Twin Support Vector Machine Technique On Social Media For Sentiment Analysis PRESENTER) Nehru Arts and Science CollegeCoimbatore 25/11/2021
4 IEEE International Conference CONFERENCES MODERATOR) CHRIST (Deemed to be University), Pune Lavasa Campus 13/10/2022
5 IEEE International Conference on Trends in Quantum Computing and Emerging Business Technologies (TQCEBT-22) CONFERENCES PANELIST) y CHRIST (Deemed to be University), Pune Lavasa Campus 13/10/2022
6 National Conference on Intelligent Computing CONFERENCES Management Information System for Decision Support System PRESENTER) Sri Krishna college of Arts and ScienceCoimbatore 15/02/2023
7 National Conference on Intelligent Computing CONFERENCES MODERATOR) Sri Krishna Arts and Science CollegeCoimbatore 15/03/2023
8 International Conference on Computational Sciences and Sustainable Technologies CONFERENCES MODERATOR) Bangalore 08/05/2023
9 International Conference CONFERENCES Advanced Approaches for Hate-Speech Detection: A Machine and Deep_Learning Investigation PRESENTER) Christ(Deemed to Be university), Pune Lavasa Campus 23/11/2023
10 International Conference CONFERENCES MODERATOR) Christ(Deemed to be University), Pune Lavasa Campus 23/11/2023
11 International Conference CONFERENCES MODERATOR) CHRIST (Deemed to be University), Kengeri Campus 02/11/2023
12 International Conference CONFERENCES Advanced Approaches for Hate Speech Detection: a Machine and Deep learning investigation PRESENTER) Pune, Lavasa Campus 23/11/2023
13 International Conference CONFERENCES Multilingual Voice-Assisted for Traffic Sign Detection and Calssification in Adverse Wheather Conditions PRESENTER) CMR Institute of Technology, HydrabadHydrabad 28/03/2024
14 5th International Conference on Recent Trends in Machine Learning, IoT, Smart Cities & Applications CONFERENCES Deep Learning-based Dynamic Vision: Classifying Hand Guestures PRESENTER) CMR Institute of Technology, HydrabadHydrabad 28/03/2024
15 IEEE International Conference on Trends in Quantum Computing and Emerging Business Technologies - TQCEBT - 24 CONFERENCES Food Recommendation System using Custom NER and Sentimental Analysis PRESENTER) Pune Lavasa 22/03/2024
16 7th Global Conference on Computing and Media Technology CONFERENCES 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
17 3rd International Conference on Advanced Computing, ICoAC 2011 CONFERENCES An efficient clusterhead election algorithm based on maximum weight for MANET PRESENTER) Madras Institute of Technology, Anna University,Chennai 14/12/2011
18 5th International Conference on Data Science, Computation and Security CONFERENCES ) CHRIST (Deemed to be University) 07/11/2024
19 InC4 2025 - IEEE conference CONFERENCES InC4 2025 - IEEE conference MODERATOR) CHRIST (Deemed to be University)CHRIST (Deemed to be University), Bangalore 14/03/2025
20 International Conclave on Strategizing India's Role in a Dynamic Asian and Global Landscape CONFERENCES Enhancing Cybersecurity for Detecting Fake Business Content on Social Media : A path towards achieving SDG 16-Peace, Justice and Strong institutions PRESENTER) CHRIST (Deemed to be University)CHRIST (Deemed to be University) 31/03/2025
21 International Conference on Innovation, Sustainability & Applied Sciences(ICISAS 2025) CONFERENCES Augmented Reality Technology and Case Studies Related with Healthcare PRESENTER) Curtin University, DubaiDubai 22/02/2025
22 International Conference on Innovation, Sustainability & Applied Sciences(ICISAS 2025) CONFERENCES Enhancing Accuracy of 48 x 48 Dimensional Images Using CNN PRESENTER) Curtin University, DubaiDubai 22/02/2025
23 International Conference on Innovation, Sustainability & Applied Sciences(ICISAS 2025) CONFERENCES Enhancing Underwater Archaeology with Computer Vision: A deep learning Approach for Shipwreck Detection PRESENTER) Curtin University, DubaiDubai 22/02/2025
24 International Conference on Innovation, Sustainability & Applied Sciences(ICISAS 2025) CONFERENCES A comprehensive Study on Potato and Tomato Prediction using Deep Learning Techniques PRESENTER) Curtin University, DubaiDubai 22/02/2025
25 International Conference on Innovation, Sustainability & Applied Sciences(ICISAS 2025) CONFERENCES Scalable Web Scraping Frameworks: Scrape Data Efficiency from Social Media PRESENTER) Curtin University, DubaiDubai 22/02/2025
26 International Conference on Innovation, Sustainability & Applied Sciences(ICISAS 2025) CONFERENCES AI Enables Healthcare Assistance for Remote Prenatal Care PRESENTER) Curtin University, DubaiDubai 22/02/2025
27 The First International Society of Fuzzy Sets Extensions Conference(ISFSES 2025) CONFERENCES A Comprehensive Survey to Enhance Face Spoofing Attack Detection Via Ensemble Learning PRESENTER) ISFSEA Conference 05/05/2025
28 11th International Conference on Electronics, Computing and Communication Technologies CONFERENCES 11th International Conference on Electronics, Computing and Communication Technologies MODERATOR) IEEE Bangalore Section Connect 10/06/2025
29 International Conference on Data Science, Computation and Security (IDSCS-25) CONFERENCES A scalable Framework For Efficient Social Media Data Extraction Using Web Scraping Technique PRESENTER) Presidency University 14/11/2025
30 International Conference on Data Science, Computation and Security (IDSCS-25) CONFERENCES International Conference on Data Science, Computation and Security (IDSCS-25) MODERATOR) CHRIST (Deemed to be University) 14/11/2025
31 International Conference on Data Science, Computation and Security (IDSCS-25) CONFERENCES A Novel Ingredient-Based Food Recommender System Leveraging Natural Language Processing PRESENTER) CHRIST (Deemed to be University) 14/11/2025
32 International Conference on Secure Data Science and Applications (ICSDSA-26) CONFERENCES International Conference on Secure Data Science and Applications (ICSDSA-26) CHAIR) Dayananda Sagar Academy of TechnologyBangalore 27/03/2026
Invited Talks
Sl.No. Titel of the Program Name of the Program Date Name of the Institution
1 Webinar - Python Essentials Webinar 11/10/2021 Vidyasagar College of Arts and Science
2 Subject expert - Doctoral Committee meeting Doctoral committee meeting 08/10/2021 Vidyasagar College of Arts and Science, Bharathiar University
3 Chief Guest for the Association Inauguration Virtual Inauguration of the Association 01/11/2021 Sree Narayana Guru College
4 National level webinar on "Research Methodology" National level webinar 20/11/2021 Sree Narayana Guru College
5 New Technology Trends in 2022 Invited Talk 30/12/2021 Nehru Arts and Science College, Affiliated to Bharathiar University,
6 Seminar - Full Stack Development Guest lecture - Online 15/11/2022 Sri Ramakrishna College of Arts and Science for Women
7 Recent Trends in Cloud Computing Guest lecture - Online 18/01/2023 PSGR, Krishnammal College for Women
8 External member in BoS Board of Studies 01/07/2023 Sri Krishna Arts and Science College
9 The intersection of creation, web analytics, innovation: Game-changing approach Webinar 24/04/2023 K.S.Rangasamy College of Technology
10 Safeguarding Innovation: The Role of Intellectual Property Rights Guest lecture 24/08/2023 Sri G.V.G Visalakshi College for Women
11 Resource Speaker Faculty Development Programme 24/08/2023 Presidency University, Bangalore
12 External expert in BoS BOS meeting 08/11/2023 sri krishna arts and science college
13 The co-evolution of AI and Human intelligence Exploring Intersections, Implications, and Future Directions Guest Lecture 16/08/2024 Christ University
14 Generative AI for Problem Solving Guest Lecture 16/09/2025 Sri Ramakrishna College of Arts and Science for Women
15 BoS external Member Board of Studies 18/11/2025 Sri Krishna Arts and Science College
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 EXAMINER
2 Smart Agriculture: Plant Leaf Disease Identification And Remedies Using Gray-Level Co-Occurence Matrix And Enhanced Deep Convolutional Neural Networks Subhadra K 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 EXAMINER
4 Diabetes prediction using feature engineering approach with hybrid random forest algorithm B. Senthil Kumar SUPERVISOR Awarded January 2024
5 Enhanced Cluster-Based Broadcasting Protocol With Selective Reliable Communication in VANET SHIDDHARTHY R SUPERVISOR Awarded January 2024
6 Transforming Agriculture: Leveraging Iot And Machine Learning For Soil Analysis And Crop Recommendations MURUGESAN G 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 EXAMINER
Patents
Sl.No. Title of Invention Inventor(s) Filing Date
1 SMART ASSISTIVE DEVICE FOR VISUALLY IMPAIRED GUNAVATHI R, LIJA JACOB, SAMIKSHA SHUKLA, THOMAS K T, VIJAYALAKSHMI S 21-Sep-2021
2 IMPLEMENTATION OF CLASSIFICATION MODELS FOR ACCURATE CLASSIFICATION OF FACTORS RESPONSIBLE FOR GASTRIC CANCER GUNAVATHI R 16-Nov-2022
3 SMART IRRIGATION FOR HOUSE POTTED PLANTS GUNAVATHI R, VIJAYALAKSHMI S 18-Jun-2024
4 Foot Pressor Monitor for Athletes and Patients BIJESH THOMAS, GUNAVATHI R 14-Sep-2024
5 A Cloud-Integrated Gamified Therapy and Intelligent Walking Support System ALWIN JOSEPH, AVICHAL SHARMA, GUNAVATHI R, LEKHA J, LIJA JACOB, SAVITHRI M, THOMAS K T, TINY S PALATHARA, VIJAYALAKSHMI S 24-Dec-2025
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 National Commission for Women(NCW) External
2 A Scientific Approach to Understanding and Transforming Obsession: Integrating Machine Learning and Deep Learning for Conceptual Modelling and Intervention Design. GUNAVATHI R,LIJO THOMAS,PALLAVI PANDEY Internal
3 Gender, Emotions, and Workplace Health: Rethinking Organisational Well-being through Emotional Experiences” PALLAVI PANDEY,AVICHAL SHARMA,GUNAVATHI R,SHEEJA REMANI B KARALAM Internal
4 Unified Minds: Bridging Special and Mainstream Education through Inclusive Learning Models in Maharashtra AVICHAL SHARMA,GUNAVATHI R,PALLAVI PANDEY Internal
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,GUNAVATHI R,LEKHA J,DR. SALIM SHAMSHER,DR. VANDANA SHARMA,DR. BALAMURUGAN BALUSAMY, SMART DETECTION OF FRAUDULENT LOAN DOCUMENT USING NON FUNGIBLE TOKENS -
2 ROHINI V,GOBINATH R,GUNAVATHI R,KIRUBANAND V B,RAMKUMAR S,SANGEETHA G,STEPHEN R AI ENABLED AUTONOMOUS DRONE COMMUNICATION AND DATA MANAGEMENT SYSTEM -
3 RAMKUMAR S,GOBINATH R,GUNAVATHI R,KIRUBANAND V B,ROHINI V,SANGEETHA G,STEPHEN R AI ENABLED AUTONOMOUS DRONE COMMUNICATION AND DATA MANAGEMENT SYSTEMS -
4 GUNAVATHI R,AMUDHA DR.,BHUVANESWARI MRS,DR. RUBAID ASHFAQ,DR.ARUNSANKAR N PREDECTIVE HR ANALYTICS AND AI- ENHANCED EMPLOYEE PERFORMANCE SYSTEM -