Publications:

• Krishnamoorthy V, Logeswari S, Sivanantham S, Akshaya V,Ganagavalli K, “Glaucoma Detection with the Segmentation of Optic Disc and Cup Region Using Improved U-Net and Classification Algorithm”,Przeglad Elektrotechniczny, Volume No.101, Issue No.5, Pages.71-76, Jun 2025, DOI: 10.15199/48.2025.05.15(Web of Science Indexed IF 0.4).
• K Ganagavalli, Dr. V Santhi, “Temporal attention–based hybrid neural network model for human behavior analysis in video surveillance”, Journal of Electronic Imaging (JEI), Vol. 34, No. 3, Article ID: 033034, pp. 1–17, 2025. https://doi.org/10.1117/1.JEI.34.3.033034 (SCI Indexed IF 1.0)
• Renu K, R Menaha, Ganagavalli K, N Yamuna, Antony Vijay J, Glory E, “Performance Optimization in Software-Defined Networks Based on IoT Networks” , IEEE Explore, 2024, Pages. 1-6, doi:10.1109/ICONSTEM60960.2024.10568844(Scopus Indexed).
• K Ganagavalli, Dr. V Santhi, “YOLO-based anomaly activity detection system for human behavior analysis and crime mitigation”, Signal, Image and Video Processing (SIViP), Vol. 18, Suppl 1, pp. 417–427, 2024. https://doi.org/10.1007/s11760-024-03164-7 (SCI Indexed IF 2.0)
• K Ganagavalli, Dr. V Santhi, V Krishnamoorthy, “Deep Learning Based Neural Network Model for Anomaly Detection in Automobile Industry” , International Journal of Aquatic Science, Vol.12, No.03, 2021. 
• K Ganagavalli, V Krishnamoorthy, E Anitha, ”A Survey on QoS Modeling techniques used in IoT Cloud Service Providers” , International Journal Of Innovative Research In Technology, Vol.6, No.7, 2019. 
• K Ganagavalli, A Mangayarkarasi, T Nandhinisri, E Nandhini, “Sentiment analysis of twitter data using machine learning algorithm”, Journal of Computational and Theoretical Nanoscience, Vol.15, No.5, 2018. (Scopus Indexed IF 0.481).
• A Banu, K Ganagavalli, G Ramsundar, “QR code based shopping with secure checkout for smartphones”, ”, Journal of Computational and Theoretical Nanoscience, Vol.15, No.5, 2018. (Scopus Indexed IF 0.481).
• K Ganagavalli, A Banu, V Krishnamoorthy, “Ensuring Cloud Security Through Access Control with Dual Encryption Scheme”, International Journal of Contemporary Research in Computer Science and Technology, Vol.3,No.6, 2017.

International and National Conferences:

• Ganagavalli, K., Soundariya, R. S., Krishnamoorthy, V., Nivaashini, M., and Ramesh, C. “An Innovative Approach to Track Vehicles in Dead Zones Using LoRaWAN.” In Proceedings of the First International Conference on Data Engineering and Machine Intelligence (ICDEMI 2023), GITAM University, Bengaluru, India, 2023.
• Ganagavalli, K., Santhi, V., and Krishnamoorthy, V. “Deep Learning Based Neural Network Model for Anomaly Detection in Automobile Industry.” In Proceedings of the International Conference on Artificial Intelligence and Smart Computing (ICAISC 2020), Bannari Amman Institute of Technology, Sathyamangalam, India, October 15–17, 2020.
• Ganagavalli, K., and Krishnamoorthy, V. “Deep Learning Based Object Detection System for Smart Parking Using CCTV Surveillance.” In Proceedings of the International Conference on Artificial Intelligence and Smart Computing (ICAISC 2020), Bannari Amman Institute of Technology, Sathyamangalam, India, October 15–17, 2020.
• Ganagavalli, K., Santhi, V., and Krishnamoorthy, V. “CCTV Surveillance Based Smart Parking System for Smart Cities Using Deep Learning Technique.” In Proceedings of the International Conference on Inventive Computation Technologies (ICICT 2020), RVS Technical Campus, Coimbatore, India, February 26–28, 2020.
• Ganagavalli, K., and Sushmitha, M. “An Ensemble Classification System for Twitter Sentiment Analysis.” In Proceedings of the International Conference on Emerging Trends in Wireless Communications, Signal Processing and Networking, Avinashilingam Institute for Home Science and Higher Education for Women, Coimbatore, India, March 7–8, 2019.
• Ganagavalli, K., Mangayarkarasi, A., Nandhinisri, T., and Nandhini, E. “Sentiment Analysis of Twitter Data Using Machine Learning Algorithm.” In Proceedings of the International Conference on Cyber Physical Systems for Next Generation Computing, Bannari Amman Institute of Technology, Sathyamangalam, India, March 1–3, 2018.
• Banu, A., Ganagavalli, K., and Ramsundar, G. “QR Code Based Shopping with Secure Checkout for Smartphones.” In Proceedings of the International Conference on Cyber Physical Systems for Next Generation Computing, Bannari Amman Institute of Technology, Sathyamangalam, India, March 1–3, 2018.
• Ganagavalli, K., Saravanan, P., and Krishnamoorthy, V. “Magnified Cloud Security Through Access Control.” In Proceedings of the International Conference on Advanced Computing, Sri Eshwar College of Engineering, Coimbatore, India, January 5–7, 2015, IEEE Explore , 2015 (Scopus Indexed).

• Ganagavalli, K., Nirmala, V., and Shanmugalakshmi, R. “Identity Based Encryption to Enhance Cloud Security Through Access Control.” In Proceedings of the International Conference on Computational Intelligence, Sethu Institute of Technology, Virudhunagar, India, April 25–26, 2013.

Scientific Books Published

• K Ganagavalli, R.S. Soundariya, V Krishnamoorthy, M Nivaashini, C Ramesh, “An Innovative Approach to Track Vehicles in Dead Zones Using LoRaWAN”, Lecture Notes in Electrical Engineering, Vol. 1261,Springer, Singapore, 2024. https://doi.org/10.1007/978-981-97-7616-0_6 (WoS)

Patents:

• 4 Filed, 1 Granted, 3 Published
• Patent Application No. 202641001178, “Smart ID Card for Child Safety and Panic Detection”, published on 06.03.2026, by Ganagavalli K., Krishnamoorthy V., Ramya R., Dr. Logeswari S., Geetha S.K., Anitha E., and Dr. Sree Rajeswari M.
• Patent Application No. 202441027011, “Event Driven Anomaly Detection System for Crime Mitigation”, published on 01.04.2024, by Ganagavalli K. and Dr. V. Santhi.
• Patent Application No. 202241070013, “CCTV Surveillance-Based Smart Parking Management System”, published on 05.12.2022, by Ganagavalli K., Krishnamoorthy V., Sathiskumar K., and Dr. Vijay Franklin.
• Patent Application No. 545821, “Sustainable Vehicle Tracking System for Dead Zones Using Internet of Things”, granted on 24.07.2024, by Ganagavalli K., Soundariya R.S., Dr. Thangaraj P., and Nivashini M. 

• Received Best paper award in Research conclave 2022 organized by PSG College of Technology, Coimbatore. 

Participated

• Participated in one-day workshop on “Big Data - Spark”, conducted by the Department of Information Technology, Bannari Amman Institute of Technology, Sathyamangalam on 07.11.2020.
• Participated in one-day Guest Lecture on “Emerging Techniques and Applications of Deep Learning”, conducted by the Department of Computer Science and Engineering, Bannari Amman Institute of Technology, Sathyamangalam on 22.02.2019.
• Participated in Faculty Development Programme on “Amazon Web Services”, organized by AICTE and Brainovision Solutions India Pvt. Ltd., during 22.08.2022 – 27.08.2022.
• Participated in Faculty Development Programme on “Designing and Modelling of IoT, AI & ML Systems”, organized by AICTE, ATAL Academy and STMicroelectronics, during 01.08.2022 – 05.08.2022.
• Participated in Faculty Development Programme on “Inculcating Universal Human Values in Technical Education”, organized by AICTE, during 11.07.2022 – 15.07.2022.
• Participated in Faculty Development Programme on “Data Science and Machine Learning”, organized by Bannari Amman Institute of Technology, Sathyamangalam, during 13.07.2021 – 17.07.2021.
• Participated in Faculty Development Programme on “Deep Learning Based Analysis of Images and Videos Using Python”, organized by Kalaignar Karunanidhi Institute of Technology, Coimbatore, during 16.11.2020 – 21.11.2020.
• Participated in Faculty Development Programme on “Utilizing Artificial Intelligence Algorithms & Tools in Real-Time Problems”, organized by Bannari Amman Institute of Technology, Sathyamangalam, during 21.06.2020 – 26.06.2020.
• Participated in DST-NIMAT Six-Week Entrepreneurship Development Programme on “Industrial Internet of Things (IIoT 4.0)”, organized by Bannari Amman Institute of Technology, Sathyamangalam, during 03.02.2020 – 14.03.2020.
• Participated in Faculty Development Programme on “Machine Learning in Image and Video Analytics”, organized by IIT (BHU), Varanasi, during 03.09.2018 – 09.09.2018.
• Participated in ILPXplore Orientation Program, organized by TCS, Thiruvananthapuram, during 11.12.2017 – 15.12.2017.
• Participated in Faculty Development Programme on “Data Science and Big Data Analytics”, organized by AICTE, during 06.11.2017 – 19.11.2017.
• Participated in Faculty Development Programme on “Data Science and Big Data Analytics”, organized by ICT Academy, during 05.06.2017 – 09.06.2017.

Organized

• Organized a National level Webinar on “Emerging Tools for Machine Learning Frameworks and Git” at Bannari Amman Institute of Technology, Sathyamangalam, on 14.03.2023.
• Organized a National level Webinar on “Journey After Placements” at Bannari Amman Institute of Technology, Sathyamangalam, on 26.11.2022.
• Organized a National level Workshop on “Java Spring Boot” at Bannari Amman Institute of Technology, Sathyamangalam, on 23.04.2022.
• Organized a National level Webinar on “The Realm of Python” at Bannari Amman Institute of Technology, Sathyamangalam, on 30.12.2021.
• Organized an Inter College Hackathon event titled “MakerBot” at Bannari Amman Institute of Technology, Sathyamangalam, during 12.08.2019 – 14.08.2019.
• Organized a School Hackathon event titled “Kidzathon” at Bannari Amman Public School and Bannari Amman Vidhya Niketan, Sathyamangalam, on 30.07.2019.
• Organized a Intra-College  Software Hackathon titled “Hackfest” at Bannari Amman Institute of Technology, Sathyamangalam, during 17.09.2018 – 18.09.2018.
• Organized an Intra-College Hackathon titled “Hackfest” at Bannari Amman Institute of Technology, Sathyamangalam, during 10.09.2018 – 11.09.2018.

• Assistant Professor Level III, Department of Computer Science and Engineering, Bannari Amman Institute of Technology, Sathyamangalam, Tamilnadu (Mar 2023 – May 2026)
• Assistant Professor Level II, Department of Computer Science and Engineering, Bannari Amman Institute of Technology, Sathyamangalam, Tamilnadu (Mar 2022 – Feb 2023)
• Assistant Professor, Department of Computer Science and Engineering, Bannari Amman Institute of Technology, Sathyamangalam, Tamilnadu (Jun 2016 – Feb 2022)
• Assistant Professor, Department of Information Technology, KGiSL Institute of Technology, Coimbatore, Tamilnadu (Jul 2013 – Apr 2016)

• Indian Society for Technical Education, Life Member,2016