Responsive image

Academic Research - Artificial Intelligence and Machine Learning


Research Facilities

Sl. No.FacilityDescription


Supervisors

Sl. No.Name of the SupervisorReference No.Name of the UniversityResearch AreaE-Mail ID Phone No.
1Dr.R.R.Rajalaxmi2540069AU, ChennaiData Miningrrr@kongu.ac.in9486561199


Research Scholars

Sl. No.Name of the ScholarReg. No.Name of the UniversityName of the SupervisorResearch AreaStatus
1Dr.P.Rajkumar17134697146AU, ChennaiDr.S.V.KogilavaniDevelopment of user experience evaluation model through dataset construction and feature selection using machine learning approachesCompleted on 23.08.2024
2Ms.P.Gokila Brindha1624769172AU, ChennaiDr.R.RajalaxmiPrediction of fertility success rate for patients with PCOS using data mining techniquesPursuing
3Mr.S.Santhoshkumar20144691117AU, ChennaiDr.R.RajalaxmiStudy of modelling methods in behavioural analysis using deep learningPursuing
4Mr.P.S.Prakash21134691323AU, ChennaiDr.R.RajalaxmiAI based video analytics for surveillance camerasPursuing
5Ms.S.Mohana Saranya21244691369AU, ChennaiDr.R.RajalaxmiInvestigation of image segmentation methodologies in computer vision using deep learningPursuing
6Ms.P.P.Sudharsana22254691287AU, ChennaiDr.R.RajalaxmiStudy and analysis of artificial intelligence methods in identification of deepfakesPursuing
7Ms.P.Ananthi25244697480AU, ChennaiDr.R.RajalaxmiInvestigating reasoning frameworks in language models for optimizing data-driven processesPursuing
8Ms.A.Deepa25244697554AU, ChennaiDr.R.RajalaxmiEnhancing agentic AI using parameter efficient fine tunning of large language modelsPursuing
9Ms.M.Pradhakshina25247691114AU, ChennaiDr.R.RajalaxmiEnhanced precicion in radiation therapy using multimodal large language models for target volume contouringPursuing
10Ms.R.Dhivya17244697402AU, ChennaiDr.S.V.KogilavaniMoving object detection and tracking using moving edge featuresPursuing
11Ms.P.Santhiya21234691274AU, ChennaiDr.S.V.KogilavaniSentimental analysis of texts in social media using emotion sensing data analytics with RPursuing
12Ms.R.Sandhiya23244691164AU, ChennaiDr.S.V.KogilavaniApplication of deep learning techniques for medical image diagnosisPursuing
13Ms.M.Sivaranjani21244697435AU, ChennaiDr.S.V.KogilavaniMedical image processing using deep learningPursuing


Journals

Sl. No.Title of the paperName of the journalInternational / NationalVol. No. / Issue No./ Page No. / YearAuthors
1Enhancing Cryptocurrency Market Predictability using Artificial Intelligence: A Platform for Predicting Prices and Trends of ?Bitcoin, Ethereum, and CardanoInternational Journal of Basic and Applied SciencesInternationalVol.14(2), pp.504-519, September 2025Suganya, Y., Sree, C.S., Kayalvili, S., Jebadurai, D.J., Vani, M.S., Dhivya, S., Reddy, R.V.K
2Early Detection and Forecasting of Influenza Epidemics using a Hybrid ARIMA-GRU ModelInternational Journal of Advanced Computer Science & ApplicationsInternationalVol.16(5), pp.354-364, September 2025Annadurai, K., Saravanan, A., Kayalvili, S., Muniyandy, E., Aswani, I., El-Ebiary, Y.A.B
3Core-Shell Nanoparticles Based Optical Cross-Section Determination for Enhanced Sensing and Surface Plasmon Resonance Applications in Wireless Sensor NetworksJournal of Nanoelectronics and OptoelectronicsInternationalVol.20(4), pp.437-448, September 2025Nageswari, D., Md Zubair Rahman, A.M.J., Vimaladevi, M., Satheesh Kumar, N
4Efficient cluster head selection and routing in wireless sensor networks using CPSO and Attention-based RNNPeer-to-Peer Networking and ApplicationsInternationalVol.18(6), pp.1-27, September 2025Dinesh, R., Venkata Srihari Babu, D., Antony, V.A., Reddy, U
5Core-Shell Nanoparticles Based Optical Cross-Section Determination for Enhanced Sensing and Surface Plasmon Resonance Applications in Wireless Sensor NetworksJournal of Nanoelectronics and OptoelectronicsInternationalVol.20(4), pp.437-448, July 2025Nageswari, D., Md Zubair Rahman., A.M.J., Vimaladevi, M., Satheesh Kumar, N
6Comprehensive analysis of manet routing protocols and quality of service metricsInternational Journal of Basic and Applied SciencesInternationalpp.396-404, July 2025Kayalvili, S., Saradha, S., Gurunath, T., Chavan, M.P.Bobby., Shital Dongre., Jegajothi, B
7Enhancing Cryptocurrency Market Predictability using Artificial Intelligence: A Platform for Predicting Prices and Trends of ?Bitcoin, Ethereum, and CardanoInternational Journal of Basic and Applied SciencesInternationalVol.14(2), pp.504-519, July 2025Suganya, Y., Ch. Sudha Sree., Kayalvili, S., Joel Jebadurai, D., Sowmya Vani, M., Dhivya, S., Sivakrishna K,R., Vijaya Kumar Reddy
8Augmenting Cardiovascular Disease Prediction Through CWCF Integration Leveraging Harris Hawks Search in Deep Belief NetworksSpringer NatureInternationalVol. 17, Article No.52
January 2025		S.Savitha
A.Rajiv Kannan
K.Logeswaran
9SERAV Deep-MAD: Deep Learning-Based Security-Reliability-Availability Aware Multiple D2D EnvironmentTaylor & FrancisInternationalVol.71(2), pp.523-536, 2025R.Ingle
C.S.Kanomozhi Selvi
A.Ahilan
N.Muthukumaran
S.Sharma
M.Kumar
10Environmental Management through Machine Learning-based Fish Species Classification for Sustainable Fisheries Institute for Environmental NanotechnologyInternationalVol.13(4), pp.232-240, 2024N.Indhumathi
S.Maheswaran
I.Bhuvaneshwarri
U.M.Ramya
S.Kayalvili
S.Aadithyan
11Heuristic forest fire detection using the deep learning model with optimized cluster head selection techniqueJournal of Computer Networks and CommunicationsInternationalVol.2024, Article ID: 6569596, 2024N.Sengottaiyan
J.Ananthi
R.R.Sharma
S.Hamsanandhini
S.Akey
R.Chinnaiyan
K.A.Gemeda
12Improving The Cross-Layer Functionality to Overcome the Collision in Mobile Adhoc NetworkJournal of Theoretical and Applied Information TechnologyInternationalVol.102(8), pp.3361-3370, 2024S.Hemalatha
J.Nagaraj
R.Krishna
S.Manikandan
E.Uma
R.K.Maheswari
L.P.Maguluri
S.Kayalvili
13Optimized polycystic ovarian disease prognosis and classification using AI based computational approaches on multi-modality dataBMC Medical Informatics and Decision MakingInternationalVol.24(1), pp.1-22, 2024S.V.Kogilavani
M.S.Murali Dhar
T.R.Mahesh
Taher Al-Shehari
Nasser A. Alsadhan
Temesgen Engida Yimer
14IoT data encryption and phrase search-based efficient processing using a Fully Homomorphic-based SE (FHSE) schemePervasive and Mobile ComputingInternationalVol.103, Article: 101952, 2024S.Hamsanandhini
P.Balasubramanie
15Utilizing Genetic Algorithm Integrated with Intelligent Operators and Sarsa for Extracting High Utility ItemsetsJournal of Theoretical and Applied Information TechnologyInternationalVol.15(9), pp.3838-3846, 2024K.Logeswaran
S.Suresh
S.Savitha
S.Anandamurugan
16A Mask-based Recurrent Convolutional Neural Network for Moving Object Detection in Surveillance VideosJournal of the Balcan Tribological AssociationInternationalVol.30(3), pp.321-334, 2024R.Dhivya
S.V.Kogilavani
17Alzheimers disease detection using residual neural network with LSTM hybrid deep learning modelsJournal of Intelligent & Fuzzy systemsInternationalVol.45(6), pp.12095-12109, 2023R.Vidhya
Banavath Dhanalaxmi
S.Kayalvili
Naidu Swarna Mahesh
V.Charles Prabu
D.Sugumar
R.Hemalatha
S.Vimal
R.G.Vidhya
18Advancements in computer-assisted diagnosis of Alzheimers disease: A comprehensive survey of neuroimaging methods and AI techniques for early detectionAgeing Research ReviewsInternationalVol.91, p.102072
November 2023 		S.V.Kogilavani
V.E.Sathishkumar
Jaehyuk Cho
S.Malliga
19Face Positioned Driver Drowsiness Detection using Multistage Adaptive 3D Convolution Neural NetworkInformation Technology and ControlInternationalVol.52(3)
September 2023		N.Adhithyaa
A.Tamilarasi
D.Sivabalaselvamani
L.Rahunathan
20Characterization and mechanical properties of offensive language taxonomy and detection Materials Today: ProceedingsInternationalVol.81(2), pp.630-633
June 2023		S.V.Kogilavani
S.Malliga
K.R.Jaiabinaya
M.Malini
M.Manisha Kokila
21Enhancing the Credit Card Fraud Detection using Decision Tree and Adaptive Boosting TechniquesInternational Conference on Intelligent systems Design and ApplicationsInternationalVol.716, pp.358-365
June 2023		K.R.Prasanna Kumar
S.Aravind
K.Gopinath
P.Navienkumar
K.Logeswaran
M.Gunasekar
22Particle Swarm Optimization Method Combined with off Policy Reinforcement Learning Algorithm for the Discovery of High Utility ItemsetInformation Technology and ControlInternationalVol.52(1), pp.25-36, 2023K.Logeswaran
P.Suresh
S.Anandamurugan
23Early Diagnosis of autism using Indian autism grading toolJournal of Intelligent & Fuzzy Systems: Applications in Engineering and TechnologyInternationalVol.44(3), pp. 3851-3865, 2023C.S.Kanimozhiselvi
D.Jayaprakash
S.Poonguzhali