Dr KANNAN M
MSc, MPhil, PhD
ASSISTANT PROFESSOR
MSc, MPhil, PhD
ASSISTANT PROFESSOR
Articles in Journals
| Sl.No. | Title | Name of Journal / Vol. No. / Issue No. / Page Nos | ISSN No. | Date Published |
| 1 | LSTM-MGTO: a novel early breast cancer detection using long short term memory based modified gorilla troops optimization algorithm | Network Modeling Analysis in Health Informatics and Bioinformatics / 14 / 1 / - | 2192-6662 | 20-Feb-2025 |
| 2 | Dysgraphia Disorder Detection and Classification Using Deep Learning Technique | SN Computer Science / 6 / 3 / - | 2662-995X | 21-Feb-2025 |
| 3 | Exploration of digital image tampering detection using CNN with modified particle swarm optimization in deep learning | Bulletin of Electrical Engineering and Informatics / 14 / 3 / 1981 - 1989 | 2089-3191 | 09-Mar-2025 |
| 4 | An enhancement of machine learning model performance in disease prediction with synthetic data generation | Scientific Reports (Nature Portfolio) / / / - | 2045-2322 | 29-Sep-2025 |
| 5 | Enhancing image compression through a novel Structural Fidelity Weighted Ensemble (SFWE) model | MethodsX / 15 / / - | 2215-0161 | 01-Dec-2025 |
| 6 | Actor-Critic Guided CDBN with GAN Augmentation for Robust Facial Emotion Recognition | MethodsX / / / - | 22150161 | 06-Jan-2026 |
Books/ Book Chapter/Case Study
| Sl.No. | Title | Author Names(s) | ISBN No. | Month Year |
| 1 | Deep Reinforcement Learning and Its Industrial Use Cases: AI for Real‐World Applications | KANNAN M,AMIT KANT PANDIT, KEERTHIKA K, PETHURU RAJ, SHUBHAM MAHAJAN, T. SARAVANAN | 978-139427258-7, 978-139427255-6 | / |
| 2 | Artificial Intelligence, Computational Intelligence, and Inclusive Technologies | KANNAN M,ARUSH DUA, GURINDER SINGH, HARSH JANGID, KUSH JAISWAL, RAYAN AGRAWAL | 9781003740100 | / |
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 | Fifth International Conference on Advances in Physical Sciences and Materials (ICAPSM 2024) | CONFERENCES | Enhanced Container Network Security Through Encryption and Network Segmentation | PRESENTER) | Builders Engineering College, Kangeyam, Tamilnadu | 29/08/2024 |
| 2 | 2 nd International Conference on Recent Advancements in Artificial Intelligence, Computational Intelligence and Inclusive Technologies | CONFERENCES | Prediction of Health Insurance Premium using Bidirectional Long Short-Term Memory Network with Local Interpretable Model-Agnostic Explanations | PRESENTER) | NRI Institute of Technology (Autonomous)Vijayawada, India | 02/05/2025 |
Patents
| Sl.No. | Title of Invention | Inventor(s) | Filing Date |
| 1 | Mobile Cooler | KANNAN M, MANIMEKALA B, MARGARET SAVITHA P, PRIYA STELLA MARY I, UMAMAHESWARI D | 05-Jan-2025 |
Research Project
| Sl.No. | Name of the Research Project | Investigator(s) | Sponsors | Internal/External |
| 1 | An Experimental Study of Understand and Predict Human Behaviour in Cyber Security breaches | KAVITHA S,JAYAPRIYA J,KANNAN M,MANIMEKALA B | Internal |
Workshop/FDP/Training programme
| Sl.No. | Name of the Workshop/FDP/Training programme | Name of Organiser | Level | Role | Date |
| 1 | LinkedIn Optimisation | Centre for Academic & Professional Support (CAPS), | Institutional | Participant | 07/02/2025 |
| 2 | Artificial Intelligence, Machine Learning & Deep Learning | Intel, Edgate, Christ, | Institutional | Participant | 22/01/2025 |
| 3 | Masterclass on Creating Professional Reports in Power BI | Department of Research and Publications, A2Z EduLearningHub LLP, | International | Participant | 23/07/2024 |
| 4 | 7 Days Online Faculty Development Program on Essential Skills for Professional Development in Higher Educations | Star International Foundation for Research and Education, | International | Participant | 01/07/2024 |
Awards/Achievements/Others
| Sl.No. | Name of the Awards/Achievements/Others | Description | Organisation | Month/ Year |
| 1 | Meta-Reviewer | 4th IEEE International Conference on Signal Processing, Informatics, Communication and Energy Systems 2024 (IEEE SPICES 2024) A flagship conference of IEEE Kerala section | Indian Institute of Information Technology Kottayam, Kerala | 30 July 2024 |
| 2 | Technical committee Member | 2024 6th Asia Conference on Machine Learning and Computing (ACMLC 2024) | ACMLC 2024, Thailand | 30 July 2024 |
| 3 | Reviewer | IEEE MP Section & IIITM Gwalior | 30 January 2025 | |
| 4 | Best Paper Award | International Conference on Emerging Research in Computing, Information, Communication, Artificial Intelligence and Machine Learning, ERCICAM 2025 (Springer Conference) | Nitte Meenakshi Institute of Technology, Bangalore, India. | 08 March 2025 |
Consultancy
| Sl.No. | Faculties | Theme of Consultancy | Type |
| 1 | DEEPA B G,,KANNAN M,UMAMAHESWARI D,VINAY M | Academic Outreach Program | PRIVATE_CONSULTANCY |
| 2 | UMAMAHESWARI D,,BALAKRISHNAN C ,HEMANTH K S,JAYAPRIYA J,JULIET ROZARIO,KALPANA P,KANNAN M,KAVITHA,MANIMEKALA B,MARGARET SAVITHA P,PRIYA STELLA MARY I,VINAY M | Two-week virtual Faculty Development Programme on Applications of Artificial Intelligence | RESEARCH_CONSULTANCY |