Dr Rajesh Kanna P - Bannari Amman Institute of Technology

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Experience Type	Organization	From	To	Total Experience
Engineering	Bannari Amman Institute of Technology, Sathyamangalam	07.09.2020
Engineering	M.Kumarasamy College of Engineering	14.06.2016	31.08.2020	4 Year(s) & 2 Month(s)

Degree	Specialization	Institute	University	Year of Passing
B.E	Computer Science and Engineering	Dr.Mahalingam College of Engineering and Technology	Anna University, Chennai	2014
M.E	Computer Science and Engineering	Dr.Mahalingam College of Engineering and Technology	Anna University, Chennai	2016
Ph.D	Information and Communication Engineering	M.Kumarasamy College of Engineering	Anna University, Chennai	2022

S.No.	Subject Area
1	Computer Networks
2	Artificial Intelligence
3	Machine Learning
4	Deep Learning
5	Data Science & Analysis
6	Optimization Techniques

R.Nithya, P.Rajesh Kanna “EMOTEX-PR: A Multimodal Transformer-Enhanced Framework for Real-Time Product Review Sentiment Analysis Across Diverse Datasets”, Microsystem Technologies, Vol.32, Issue No. 2, Pages. 1-26. (2026)

A.Mohana Priya, P.Rajesh Kanna, S.Vanithamani, G.Sathish Kumar “An Efficient Optimized Deep Learning Model for the Risk Prediction of Arterial Stiffness in Diabetes Patients”, Biomedical Signal Processing and Control, Vol.110B, 108161. (2025)

G.Ranjith, J.Vijay Franklin, P.Rajesh Kanna, “A Machine Learning Approach for Epileptic Seizure Detection using BEMD and Long Short Term Memory Neural Networks”, AKCE International Journal of Graphs and Combinatorics, Vol.22, Issue No. 3, Pages. 357-366. (2025)

K.Somasundaram, P.Rajesh Kanna “Scalable Hierarchical Balanced Clustering-based routing with Multipath Authentication for Secured Data Transmission in Large-scale Multicast Group Communications”, Expert Systems with Applications, Vol.286, 128149. (2025)

S.Jagan, P.Pandiaraja, P.Rajesh Kanna, K.Karthik, N.Deepa, K.Muthumanickam, “Categorization of Hyper Spectral Images Covering Lands: Feature Extraction using Decision Boundary with Convolutional Neural Network”, IEEE Proceedings of the International Conference on Computational Robotics, Testing and Engineering Evaluation, Vol.1, Issue No. 1, Pages. 1-5. (2025)

P.Rajesh Kanna, C.Gunasundari, M.Senthamarai, P.Pandiaraja, P.Nithin, K.Chitra, “Enhancing Alzheimer’s Disease Diagnosis Using Multi-Relation Graph Convolutional Networks and Structural MRI Data”, IEEE Proceedings of the International Conference on IoT Based Control Networks and Intelligent Systems, Vol.5, Issue No. 1, Pages. 887-893. (2025)

P.Rajesh Kanna, S.Vanithamani, P.Karunakaran, P.Pandiaraja, N.Tamilarasi, P.Nithin, “An Enhanced Traffic Incident Detection using Factor Analysis and Weighted Random Forest Algorithm”, IEEE Proceedings of the International Conference on IoT Based Control Networks and Intelligent Systems, Vol.5, Issue No. 1, Pages. 1355-1361. (2024)

P.Pandiaraja, P.Rajesh Kanna, K.Sumathi, K.Karthik, K.Muthumanickam, S.Radha, “Tracking and Monitoring the Safety of the Child in the Stroller”, IEEE Proceedings of the International Conference on Power, Energy, Control and Transmission Systems, Vol.4, Issue No. 1, Pages. 1-5. (2024)

P.Pandiaraja, K.Karthik, P.Rajesh Kanna, C.Ushapriya, P.C.Senthil Mahesh, K.Muthumanickam “Assessing Secure Cloud Information Sharing through Authentication and Encoded Indexing” IEEE Proceedings of the International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud), Vol.8, Issue No. 1, Pages. 1030-1037. (2024)

P.Rajesh Kanna, P.Santhi “An Enhanced Hybrid Intrusion Detection Using Mapreduce-Optimized Black Widow Convolutional LSTM Neural Networks”, Wireless Personal Communications, Vol.138, Issue No. 4, Pages. 2407-2445. (2024)

P.Pandiaraja, R.Venkatramani, R.Arunraj, P.Rajesh Kanna, G.Mahendran, T.Suresh “Home Security Voice based Alert System using IoT” IEEE Proceedings of the International Conference on Smart Electronics and Communication, Vol.5, Issue No. 1, Pages. 569-574. (2024)

P.Rajesh Kanna, V.Kumararaja “Enhancing Speech Emotion Detection with Windowed Long-Term Average Spectrum and Logistic-Rectified Linear Unit”, Engineering Applications of Artificial Intelligence, Vol.137, 109103. (2024)

P.Rajesh Kanna, P.Santhi “Exploring the Landscape of Network Security: A Comparative Analysis of Attack Detection Strategies”, Journal of Ambient Intelligence and Humanized Computing, Vol.15, Issue No. 8, Pages. 3211–3228. (2024)

G.Sathish Kumar, K.Premalatha, G.Uma Maheshwari, P.Rajesh Kanna, G.Vijaya, M.Nivaashini “Differential Privacy Scheme Using Laplace Mechanism and Statistical Method Computation in Deep Neural Network for Privacy Preservation”, Engineering Applications of Artificial Intelligence, Vol.128, 107399. (2024)

T.M.Nithya, P.Dhivya, S.N.Sangeethaa, P.Rajesh Kanna “TB-MFCC Multifuse Feature for Emergency Vehicle Sound Classification Using Multistacked CNN – Attention BiLSTM”, Biomedical Signal Processing and Control, Vol.88, 105688. (2024)

M.Murugesan, P.Dhivya, P.Rajesh Kanna, G.Sathish Kumar “Multi-Modal Emotion Recognition Through Adaptive Normalization Fusion with Alpha Gaussian Dropout in MCNN Architecture”, Signal Image and Video Processing, Vol.18, Issue No. 2, Pages. 1779–1791. (2024)

P.Dhivya, P.Rajesh Kanna, K.Deepa, S.Santhiya “Square Static – Deep Hyper Optimization and Genetic Meta-Learning Approach for Disease Classification”, IETE Journal of Research, Vol.70, Issue No. 4, Pages. 3835-3844. (2024)

M.Geetha, K.Vijaya, K.M.Subramanian, P.Rajesh Kanna, G.Rajeshkumar, S.Karthika “Grammar Error Correction Using Natural Language Processing” IEEE Proceedings of the International Conference on Sustainable Communication Networks and Application, Vol.1, Issue No. 1, Pages. 141-146. (2023)

S.Karthika, T.Priyanka, J.Indirapriyadharshini, S.Sadesh, G.Rajeshkumar, P.Rajesh Kanna “Prediction of Weather Forecasting with Long Short-Term Memory Using Deep Learning” IEEE Proceedings of the Fourth International Conference on Smart Electronics and Communication, Vol.4, Issue No. 1, Pages. 1160-1167. (2023)

G.Sathish Kumar, K.Premalatha, G.Uma Maheshwari, P.Rajesh Kanna “No More Privacy Concern: A Privacy-Chain Based Homomorphic Encryption Scheme and Statistical Method for Privacy Preservation of User’s Private and Sensitive Data”, Expert Systems with Applications, Vol.234, 121071. (2023)

T.M.Nithya, P.Rajesh Kanna, S.Vanithamani, P.Santhi “An Efficient Pm – Multisampling Image Filtering with Enhanced CNN Architecture for Pneumonia Classfication”, Biomedical Signal Processing and Control, Vol.86, 105296. (2023)

E.Mythili, S.Vanithamani, P.Rajesh Kanna, G.Rajeshkumar, K.Gayathri, R.Harsha “AMLPDS: An Automatic Multi-Regional License Plate Detection System Based on EasyOCR and CNN Algorithm” IEEE Proceedings of the Second International Conference on Edge Computing and Applications, Vol.2, Issue No. 1, Pages. 678-684. (2023)

B.Gayathiri, P.Brindha, I.Karthika, E.Saranya, G.Rajeshkumar, P.Rajesh Kanna “Machine Learning Based Crop Suitability Prediction and Fertiliser Recommendation System” IEEE Proceedings of the Fourth International Conference on Electronics and Sustainable Communication Systems, Vol.4, Issue No. 1, Pages. 1031-1036. (2023)

P.Rajesh Kanna, G.Rajeshkumar, S.Sriram, S.Sadesh, C.Vinu, Loganathan Mani “Effective Scheduling of Real-Time Task in Virtual Cloud Environment Using Adaptive Job Scoring Algorithm” IEEE Proceedings of International Conference on Advanced Communications and Machine Intelligence, Studies in Autonomic, Data-Driven and Industrial Computing, Vol.1, Issue No. 1, Pages. 315-324. (2023)

G.Rajeshkumar, P.Rajesh Kanna, S.Sriram, S.Sadesh, R.Karunamoorthi, P.Mahudapathi “Home Automation System Using NodeMCU (ESP8266)” IEEE Proceedings of International Conference on Advanced Communications and Machine Intelligence, Studies in Autonomic, Data-Driven and Industrial Computing, Vol.1, Issue No. 1, Pages. 293-302. (2023)

S.Sriram, S.Santhiya, G.Rajeshkumar, S.Gayathri, K.Vijaya, P Rajesh Kanna “Predict the Quality of Freshwater Using Support Vector Machines”, IEEE Proceedings of the 2nd International Conference on Applied Artificial Intelligence and Computing, Vol.2, Issue No. 1, Pages. 370-377. (2023)

R.Harsha, S.Karthika, D.Mohana Priya, P.Rajesh Kanna, G.Rajeshkumar, E.Mythili “Folla Disease Detection Using in-Depth Learning” IEEE Proceedings of the International Conference on Applied Artificial Intelligence and Computing, Vol.2, Issue No. 1, Pages. 547-552. (2023)

P.Rajesh Kanna, S.Gokulraj, K.Karthik, G.Vijaya, G.Sathish Kumar, G.Rajeshkumar “A Review Analysis of Attack Detection Using Various Methodologies in Network Security”, Journal of Pharmaceutical Negative Results, Vol. 13, Issue No. 4, Pages. 1599-1614. (2023)

P.Rajesh Kanna, P.Santhi “Hybrid Intrusion Detection Using Mapreduce Based Black Widow Optimized Convolutional Long Short-Term Memory Neural Networks”, Expert Systems with Applications, Vol.194, 116545. (2022)

P.Rajesh Kanna, P.Santhi “Unified Deep Learning Approach for Efficient Intrusion Detection System Using Integrated Spatial–Temporal Features”, Knowledge-Based Systems, Vol.226, 107132. (2021)

A.Pandiaraj, S.Lakshmanaprakash, P.Rajesh Kanna “Effective Heart Disease Prediction Using Hybrid Machine Learning”, Proceedings of the Third International Conference on Intelligent Communication Technologies and Virtual Mobile Networks, Vol.3, Issue No. 1, Pages. 731-738. (2021)

P.Rajesh Kanna “Hybrid Compression of Medical Images Based on Geometric Regularities Using NSC-Bandelet Transform”, International Journal of Advanced Science and Technology, Vol. 29, Issue No. 7, Pages. 1676-1687. (2020)

P.Rajesh Kanna “Identification of Leukemia Subtypes Using Convolutional Neural Network”, International Journal of Advanced Science and Technology, Vol. 29, Issue No. 4, Pages. 2120-2127. (2020)

P.Rajesh Kanna, R.Vikram “Agricultural Robot – A Pesticide Spraying Device”, International Journal of Future Generation Communication and Networking, Vol. 13, Issue No. 1, Pages. 150-160. (2020)

R.Vikram, P.Rajesh Kanna “Disease Diagnosis Using Retinal Image Processing Through Neural Networks”, International Journal of Grid and Distributed Computing, Vol. 13, Issue No. 1, Pages. 76-85. (2020)

P.Rajesh Kanna “Preserving and Securing Patient Electronic Medical Records Using Biometric Identification”, International Journal of Disaster Recovery and Business Continuity, Vol. 11, Issue No. 1, Pages. 19-26. (2020)

P.Rajesh Kanna, P.Pandiaraja “An Efficient Sentiment Analysis Approach for Product Review Using Turney Algorithm”, Procedia Computer Science, Vol. 165, Issue No. 1, Pages. 356-362. (2019)

S.Saravanan, P.Rajesh Kanna, Y.Naveen Raj “Virtual Machines Using Efficiency Improvement on Ranking Algorithm in Cloud”, Caribbean Journal of Science, Vol. 53, Issue No. 1, Pages. 963-970. (2019)

S.Keerthi, P.Rajesh Kanna “A Data Destruction in Cloud Based Multi-Tenant Database Deduplicatable”, Indian Journal of Natural Sciences, Vol. 8, Issue No. 47, Pages. 13338-13344. (2018)

P.Rajesh Kanna “Alumni Re-Union”, Indian Journal of Natural Sciences, Vol. 8, Issue No. 47, Pages. 13355-13358. (2018)

P.Rajesh Kanna “Language Translator for Images”, Indian Journal of Natural Sciences, Vol. 8, Issue No. 47, Pages. 13421-13425. (2018)

P.Rajesh Kanna, S.Keerthi “Location Based Image Retrieval System on Ranking User Clicks”, Indian Journal of Natural Sciences, Vol. 8, Issue No. 47, Pages. 13426-13429. (2018)

P.Rajesh Kanna “Alumni Re-Union Using Android Application”, International Journal of Pure and Applied Mathematics, Vol. 119, Issue No. 12, Pages. 13945-13949. (2018)

P.Rajesh Kanna, S.Keerthi “Automation of Lab with Attendance Monitoring, Screen Capturing and Performance Analysis”, International Journal of Pure and Applied Mathematics, Vol. 118, Issue No. 18, Pages. 2765-2769. (2018)

P.Rajesh Kanna, K.Sindhanaiselvan, M.K.Vijaymeena “A Defensive Mechanism Based on PCA to Defend Denial-of-Service Attack”, International Journal of Security and Its Applications, Vol. 11, Issue No. 1, Pages. 71-82. (2017)

S.Jagan, P.Pandiaraja, P.Rajesh Kanna, K.Karthik, N.Deepa, K.Muthumanickam, “Categorization of Hyper Spectral Images Covering Lands: Feature Extraction using Decision Boundary with Convolutional Neural Network”, in International Conference on Computational Robotics, Testing and Engineering Evaluation (ICCRTEE-2025) at Kalasalingam University, Virudhunagar. (2025).

P.Rajesh Kanna, C.Gunasundari, M.Senthamarai, P.Pandiaraja, P.Nithin, K.Chitra “Enhancing Alzheimer’s Disease Diagnosis Using Multi-Relation Graph Convolutional Networks and Structural MRI Data” in Fifth International Conference on IoT Based Control Networks and Intelligent Systems (ICICNIS-2024) at T. John Institute of Technology, Bengaluru. (2024).

P.Rajesh Kanna, S.Vanithamani, P.Karunakaran, P.Pandiaraja, N.Tamilarasi, P.Nithin “An Enhanced Traffic Incident Detection using Factor Analysis and Weighted Random Forest Algorithm” in Fifth International Conference on IoT Based Control Networks and Intelligent Systems (ICICNIS-2024) at T. John Institute of Technology, Bengaluru. (2024).

V.S.Raj Kumar, T.Kumaresan, P.Rajesh Kanna, S.Jagadeesan, P.Showmiya, P.Nithin “An Enhanced Product Quality Evaluation using Hybrid LSTM-FCNN Model and GWO Algorithm for Social Media Sentiment Analysis” in Eighth International Conference on Electronics, Communication and Aerospace Technology (ICECA 2024) at RVS Technical Campus, Coimbatore. (2024).

P.Pandiaraja, P.Rajesh Kanna, K.Sumathi, K.Karthik, K.Muthumanickam, S.Radha “Tracking and Monitoring the safety of the Child in the Stroller” in the Fourth International Conference on Power, Energy, Control and Transmission Systems (ICPECTS 2024) at Sri Sairam Engineering College, Chennai. (2024).

P.Pandiaraja, K.Karthik, P.Rajesh Kanna, C.Ushapriya, P.C.Senthil Mahesh, K.Muthumanickam “Assessing Secure Cloud Information Sharing through Authentication and Encoded Indexing” in Eighth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC 2024) at Tribhuvan University – Purwanchal Campus, Nepal. (2024).

P.Pandiaraja, R.Venkatramani, R.Arunraj, P.Rajesh Kanna, G.Mahendran, T.Suresh “Home Security Voice based Alert System using IoT” in Fifth International Conference on Smart Electronics and Communication (ICOSEC-2024) at Kongunadu College of Engineering and Technology, Trichy. (2024).

M.Geetha, K.Vijaya, K.M.Subramanian, P.Rajesh Kanna, G.Rajeshkumar, S.Karthika “Grammar Error Correction using Natural Language Processing” in Fourth International Conference on Sustainable Communication Networks and Application (ICSCNA 2023) at Bharath Niketan Engineering College, Theni. (2023).

M.Pradeep, N.L.Deepsikha, R.Vinothraja, P.Rajesh Kanna “Hybrid Machine Learning Classification Technique for Improving the Accuracy of Heart Disease Using Random Forest and Linear Model” in International Conference on Modernized Computing and Communication Technologies (MCCT 2023) at Saveetha School of Engineering, Chennai. (2023).

S.Karthika, T.Priyanka, J.Indirapriyadharshini, S.Sadesh, G.Rajeshkumar, P.Rajesh Kanna “Prediction of Weather Forecasting with Long Short-Term Memory using Deep Learning” in Fourth International Conference on Smart Electronics and Communication (ICOSEC-2023) at Kongunadu College of Engineering and Technology, Trichy. (2023).

E.Mythili, S.Vanithamani, P.Rajesh Kanna, G.Rajeshkumar, K.Gayathri, R.Harsha “AMLPDS: An Automatic Multi-Regional License Plate Detection System Based on EasyOCR and CNN Algorithm” in Second International Conference on Edge Computing and Applications (ICECAA-2023) at Gnanamani College of Technlogy, Namakkal. (2023).

B.Gayathiri, P.Brindha, I.Karthika, E.Saranya, G.Rajeshkumar, P.Rajesh Kanna “Machine Learning based Crop Suitability Prediction and Fertiliser Recommendation System” in Fourth International Conference on Electronics and Sustainable Communication Systems (ICESC-2023) at Hindustan Institute of Technlogy, Coimbatore. (2023).

S.Sriram, S.Santhiya, G.Rajeshkumar, S.Gayathri, K.Vijaya, P.Rajesh Kanna “Predict the Quality of Freshwater Using Support Vector Machines” in Second International Conference on Applied Artificial Intelligence and Computing (ICAAIC 2023) at Narasu’s Sarathy Institute of Technology, Salem. (2023).

S.Karthika, D.Mohana Priya, P.Rajesh Kanna, G.Rajeshkumar “Folla Disease Detection Using Indepth Learning” in Second International Conference on Applied Artificial Intelligence and Computing (ICAAIC 2023) at Narasu’s Sarathy Institute of Technology, Salem. (2023).

P.Rajesh Kanna, G.Rajeshkumar, S.Sriram, S.Sadesh, C.Vinu, Loganathan Mani “Effective Scheduling of Real-Time Task in Virtual Cloud Environment using Adaptive Job Scoring Algorithm” in International Conference on Advanced Communications and Machine Intelligence (MICA – 2022) at M.Kumarasamy College of Engineering, Karur. (2022).

G.Rajeshkumar, P.Rajesh Kanna, S.Sriram, S.Sadesh, R.Karunamoorthi, P.Mahudapathi “Home Automation System using NodeMCU (ESP8266)” in International Conference on Advanced Communications and Machine Intelligence (MICA – 2022) at M.Kumarasamy College of Engineering, Karur. (2022).

A.Pandiaraj, S.Lakshmanaprakash, P.Rajesh Kanna “Effective Heart Disease Prediction using Hybrid Machine Learning” in Third International Conference on Intelligent Communication Technologies and Virtual Mobile Networks (ICICV – 2021) at Francis Xavier Engineering College, Tirunelveli. (2021).

P.Rajesh Kanna, M.Chithambarathanu “Task Trail Grouping Mechanism using Fuzzy Joint Points Clustering” in International Conference on Artificial Intelligence and Smart Computing (ICAISC – 2020) at Bannari Amman Institute of Technology, Sathyamangalam. (2020).

M.Chithambarathanu, P.Rajesh Kanna “Survey on Heart Disease Prediction and Analysis using Mining Techniques” in International Conference on Artificial Intelligence and Smart Computing (ICAISC – 2020) at Bannari Amman Institute of Technology, Sathyamangalam. (2020).

P.Rajesh Kanna “Hybrid Compression of Medical Images based on Geometric regularities using NSC-Bandelet Transform” in AICTE sponsored International Conference on Recent Advances in Electrical, Electronics, Computer and Communication Engineering (IConRaeecce – 2019) at Mepco Schlenk Engineering College, Sivakasi. (2019).

P.Rajesh Kanna, P.Pandiaraja “An Efficient Sentiment Analysis Approach for Product Review using Turney Algorithm” in Second International Conference on Recent Trends in Advanced Computing (ICRTAC- DTI 2019) at Vellore Institute of Technology, Chennai. (2019).

P.Rajesh Kanna “A Protected Design for End to End Routing Techniques in WSN” in International Conference on Innovations in Computing, Automation and Intelligent Information Systems (ICAIIS – 2019) at MVJ College of Engineering, Bangalore. (2019).

P.Rajesh Kanna “A simple and Efficient Flexible Device for Spraying Pesticide” in International Conference on Recent Trends in Engineering Technology and Management (ICRTETM – 2019) at Coimbatore Institute of Engineering and Technology, Coimbatore. (2019).

P.Rajesh Kanna “Language Translator for Images” in International Conference on Latest Trends in Science, Engineering and Technology (ICLTSET – 2018) at Karpagam Institute of Technology, Coimbatore. (2018).

P.Rajesh Kanna “Alumni Re-Union using Android application” in International Conference on Applied Soft Computing Techniques (ICASCT – 2018) at Kalasalingam University, Virudhunagar. (2018).

P.Rajesh Kanna “Language Translator for Images” in International Conference on Engineering and Advancement in Technology (ICEAT – 2018) at Sri Krishna College of Technology, Coimbatore. (2018).

P.Rajesh Kanna “Alumni Re-Union” in International Conference on Engineering and Advancement in Technology (ICEAT – 2018) at Sri Krishna College of Technology, Coimbatore. (2018).

P.Rajesh Kanna, S.Keerthi “Automation of Lab with Attendance monitoring, Screen capturing and Performance analysis” in International Conference on Advances in Computer Science, Engineering and Technology (ICACSET – 2018) at Kalasalingam University, Virudhunagar. (2018).

P.Rajesh Kanna “Privacy preservation for multiple sensitive numeric attributes using Hybrid clustering algorithm” in International Conference on Mathematical Computer Engineering (ICMCE – 2017) at VIT University, Chennai. (2017).

P.Rajesh Kanna “A Survey on detection of DoS/DDoS attack using Data Mining techniques” in International Conference on Innovative Computing Technologies (ICICT – 2017) at M.Kumarasamy College of Engineering, Karur. (2017).

P.Rajesh Kanna “A Survey on Internal intrusion detection and Protection system by using Data Mining and Forensic techniques” in National Conference on Computing and Communication (NCCC – 2017) at Dr.Mahalingam College of Engineering and Technology, Pollachi. (2017).

P.Rajesh Kanna “A Survey on different methodologies for Detecting DoS/DDoS Attacks” in National Conference on Innovations in Information Technology (NCIIT – 2017) at Bannari Amman Institute of Technology, Sathyamangalam. (2017).

P.Rajesh Kanna “Defensive mechanism for Denial-of-Service Attack using PCA” in National Conference on Information, Networking and Communication Technologies (NCINCT – 2016) at Dr.Mahalingam College of Engineering and Technology, Pollachi. (2016).

P.Rajesh Kanna “PCA based Defense system for DoS Attack” in International Conference on Innovations in Information, Embedded and Communication Systems (ICIIECS – 2016) at Karpagam College of Engineering, Coimbatore. (2016).

S.No.	Name of the Scholar	Register Number	Date of Reg.	Title of the Ph.D Thesis / Tentative title of the Research	Status
1	Keerthi S	18244691335	Jan-2018	A Hybrid Machine Learning Approach for Brain Tumor Detection and Classification	Completed on 16.04.2024
2	Ranjith G	19144697183	Jul-2019	Autonomous Caregiving System using Cognitive Framework	Confirmation Completed
3	Nithya R	21244991517	Jan-2021	Sentiment Analysis Using Capsule Network	Confirmation Completed
4	Kumararaja V	22144591396	Jan-2022	Hybrid Approach for Speech Emotion Detection Using Deep Learning Techniques	Completed on 23.01.2026
5	Somasundaram K	23144697172	Jul-2023	An Enhanced Secure Data Transmission Using Multipath Routing in Multicast Group Communication	Confirmation Completed
6	Esakki Madura E	23224697150	Jul-2023	Smart Agriculture Systems Using IoT and Machine Learning Techniques	Confirmation Completed
7	Nisha Devi K	23244697164	Jul-2023	Deep Reinforcement Learning Based Diagnosis of Neurological Dysfunction from Electroencephalogram (EEG) Signals	Confirmation Completed
8	Madhumitha A	23244697439	Jul-2023	Hybrid Deep Learning Model for Epigraphical Inscriptions	Confirmation Completed
9	Sasson Taffwin Moses S	26144691211	Jan-2026	A Hierarchical Hybrid Federated Learning Framework for Privacy Preserving Intrusion Detection in Wireless Sensor Network	Registration Completed

S.No.	Title	Date	Reg. No.	Status	Level	Funding Agency
1	AQUA VISION: MULTI-BLEND UNDERWATER IMAGE ENHANCEMENT SYSTEM	09.04.2025	202541034764	Filed	National	Self
2	VIRTUAL BLUEPRINT – SMART HOME PLANNING WITH AR/VR	05.12.2024	202441095849	Filed	National	Self
3	BOTTOM SPEAKER WATER BOTTLE	31.07.2023	391571-001	Filed	National	Self
4	REAL TIME SPEECH TO BRAILLE CONVERTER FOR HEARING AND VISUALLY IMPAIRED	17.02.2023	202344004280	Published	National	Self
5	PNEUMO DETECTANT - MEDICAL ASSISTANCE	02.01.2023	202341000096	Filed	National	Self
6	IOT BASED SMART HOME GARDENING SYSTEM	09.09.2022	202244049319	Published	National	Self

S.No.	Topic	Program	Venue	Date
1	Mobile Application Development	Webinar	Nanjiah Lingammal Polytechnic College	25.07.2025
2	Social Network Analysis	Guest Lecture	Nandha Engineering College	27.09.2024
3	Recent Trends in Cutting Edge Technologies	Webinar	Nanjiah Lingammal Polytechnic College	23.06.2023
4	Trends in Cutting Edge Technologies	Webinar	J.K.K.Nattraja College of Engineering	09.01.2021
5	Internet of Things (IoT)	National Conference on Emerging Trends in Engineering (NCETE – 2020)	Geethanjali Institute of Science and Technology	14.06.2020
6	Python Programming	Hands-on Workshop	Muthayammal Engineering College	01.07.2019

S No.	Title	Author	Publication	Year / Month
1	Quantum AI-Powered and HPC Applications for Sustainable Environment and Climate Change : Transformer-Integrated Dual-Domain Residual Network with Gradient-Aware Supervision and Clamo Optimization for Artifact-Free Medical Image Super-Resolution	P.Dhivya, S.N.Sangeethaa, P.Rajesh Kanna, A.Karthikeyan, S.P.Kavya	Springer Cham	2026
2	AIoT and Smart Sensing : A Comprehensive Guide to the Next Generation of Smart Devices - Enhancing Medical practice with AI Innovations in Diagnostics and Treatment	K.Sumathi, P.Pandiaraja,K.Muthumanickam, P.Rajesh Kanna	Taylor and Francis (Including CRC Press)	2025
3	Artificial Intelligent Techniques for Wireless Communication and Networking	A. Pandiaraj, S. Lakshmana Prakash, R. Gopal, P. Rajesh Kanna	Scrivener Publishing LLC	2022
4	Computational Intelligence in Robotics and Automation	G. Sathish Kumar, D. Prabha Devi, R. Ramya, P. Rajesh Kanna	Taylor and Francis (Including CRC Press)	2022
5	Recent Trends in Applied Sciences and Computing Engineering : Machine Learning from Cyber Security	Gomathi J, Santosh Kumar, Dr.S.Chitra and Rajesh Kanna P	Association of Global Academician and Researchers	2021

S.No.	Awards
1	16th Shri PK Das Memorial Award for Best Faculty under the Computer Science and Engineering (Junior Category) for Outstanding Contribution in Academia and Research with a Cash Prize of Rs.10000/-, a Certificate and Memento from Nehru Group of Institutions, Coimbatore on 15th December 2024.
2	Certificate in appreciation of recognition for publishing his research article on Q1 Journal during the course of the Ph.D. Degree (2018-2022) under the Faculty of Information and Communication Engineering from Centre for Research, Anna University, Chennai - 600 025 on 23rd March 2023.
3	TTT Outperforming Faculty Award in Full Stack Development from Virtusa Corporation on July 2022.
4	Certificate of Appreciation for Evaluating Teams in the Internal Smart India Hackthon at Bannari Amman Institute of Technology on March 2022.
5	Best Teacher Award (2020) from the Institute of Scholars on July 2020.