| Sl. No. | Facility | Description |
|---|---|---|
| 1 | Motorola AirDefense Model 1250 Appliance | It is a Rack mount 1U Appliance for small wireless LAN deployments. This can be used for case study purpose. Processor Intel Pentium IV 3.4 Ghz@ MB shared L2 cache and 800 MHz FSB Memory I GB RAM DDR2 HDD 250 GB 7,200 RPM, SATA Ports PS/2, RJ45, and Video connector Power 250 Watts |
| a)NS2 and Glomosim | Can be used for simulation of networks, Adhoc networks and Wireless Sensor Networks. | |
| b)Globus Toolkit, Ecalyptus and GridSIM | Toolkits and simulators for Grid Computing and Cloud Computing. Students and researchers can use these tools for implementing Grid environment and private cloud environments. | |
| c)WEKA and Rapid Miner | Tools for various datamaining operations like clustering, classification, etc. | |
| d)Speech and NLP tools | A host of tools for speech recognition, speech synthesis and Natural Language Processing are also available. | |
| 2 | GPU Based Dell PowerEdge R740 Rack Server for ML and DL application Development | Dell PowerEdge R740 Rack Server-Intel@Xeon Gold 6136 3.0G, 12 Cores per Processor, 24.75 MB L3 Cache, Turbo, HT(150W), 4*32GB RDIMM, 2666MT/s, Dual Rank Total of 128 GB, 4 * 1.2 TB 10K RPM SAS 2.5 Inch Hot Swap Hard Drive, Raid 5, 4 x 10/100/1000 Mbps Ethernet port & 10GB 2-port SFP cards along with SFP + Modules & Optic Cables SM, Nvidia Computational Accelerator support up to 5120 Cores, 32 GB GPU memory. |
| Sl. No. | Name of the Supervisor | Reference No. | Name of the University | Research Area | E-Mail ID | Phone No. |
|---|---|---|---|---|---|---|
| 1 | Dr.P.Balasubramanie | 9940034 | AU, Chennai | Networks, Data Mining, Optimization Techniques | balu_p@kongu.ac.in | 9443942365 |
| 2 | Dr.E.Gothai | 4140016 | AU, Chennai | Data Mining | egothai@kongu.ac.in | 9842726627 |
| 3 | Dr.N.T.Renukadevi | 3970022 | AU, Chennai | Data Mining, Medical Image Classification, Machine Learning, Deep Learning | renuka@kongu.ac.in | 9629222052 |
| Sl. No. | Name of the Scholar | Reg. No. | Name of the University | Name of the Supervisor | Research Area | Status |
|---|---|---|---|---|---|---|
| 1 | Dr.S.Vanitha | 17244691440 | AU, Chennai | Dr.P.Balasubramanie | Nature inspired feature selection algorithms and ensemble classifiers for intrusion detection in internet of things | Completed on 10.07.2024 |
| 2 | Ms.Malathi Eswaran | 21244691215 | AU, Chennai | Dr.P.Balasubramanie | Automated embryo grading system using deep learning | Pursuing |
| 3 | Ms.S.Hamsanandhini | 21244691410 | AU, Chennai | Dr.P.Balasubramanie | Adaptive and resilient revenue maximizing dynamic resource allocation and pricing for cloud enabled IoT | Pursuing |
| 4 | Mr.D.Vijay Anand | 21144691454 | AU, Chennai | Dr.P.Balasubramanie | Hybrid optimization algorithms for privacy-preserving data mining | Pursuing |
| 5 | Ms.P.Yuvarani | 21244697227 | AU, Chennai | Dr.P.Balasubramanie | Prediction of heart disorders using artificial intelligence and data mining techniques | Pursuing |
| 6 | Ms.P.Shanmugapriya | 21244697522 | AU, Chennai | Dr.P.Balasubramanie | High quality image segmentation and detection of motion artefacts in morphologiccal scan images using deep learning | Pursuing |
| 7 | Ms.K.Karthika | 21234697589 | AU, Chennai | Dr.P.Balasubramanie | Deep learning approach for predictive analytics in business intelligence applied sectors | Pursuing |
| 8 | Ms.T.E.Ramya | 21234697549 | AU, Chennai | Dr.P.Balasubramanie | An effective approach for information retrieval using natural language processing based machine learning perspective | Pursuing |
| 9 | Ms.G.Deepika | 21244697220 | AU, Chennai | Dr.P.Balasubramanie | Identifying mineral deficiencies using deep learning / artificial intelligence | Pursuing |
| 10 | Mr.C.Rukumani Khandhan | 23144697137 | AU, Chennai | Dr.E.Gothai | Development of ensemble model in cardiac arrest and death rate prediction | Pursuing |
| 11 | Ms.A.Bharathi | 23244691161 | AU, Chennai | Dr.E.Gothai | A certain investigation on deep learning based heart disease prediction system | Pursuing |
| 12 | Ms.D.Mangaiyarkarasi | 24244697334 | AU, Chennai | Dr.E.Gothai | Predicting and monitoring cardiovascular diseases with machine learning using generative adversarial networks | Pursuing |
| 13 | Ms.P.Anusuya | 24249691201 | AU, Chennai | Dr.C.N.Vanitha | Effective deployment of sensor nodes in wireless sensor networks for smart cities using optimization algorithms | Pursuing |
| 14 | Mr.K.Suresh Kumar | 24144691152 | AU, Chennai | Dr.C.N.Vanitha | Detection and classification of colorectal cancer based on colonoscopy with deep learning | Pursuing |
| 15 | Ms.S.Sindhu | 24244691591 | AU, Chennai | Dr.C.N.Vanitha | Energy aware intelligent cluster based secure routing techniques for wireless sensor network | Pursuing |
| 16 | Ms.P.Ramya | 24234691597 | AU, Chennai | Dr.C.N.Vanitha | An IoT based monitoring anddetection of green leaf plant diseases using machine learning | Pursuing |
| Sl. No. | Title of the paper | Name of the journal | International / National | Vol. No. / Issue No./ Page No. / Year | Authors |
|---|---|---|---|---|---|
| 1 | CNN?Based Deep Learning Model for Early Identification and Categorization of Melanoma Skin Cancer using Medical Imaging | SN Computer Science | International | Vol.5, Article No.911, 2024 | V.Pandimurugan Sultan Ahmad A.V.Prabu Mohammad Khalid Imam Rahmani Hikmat A.M.Abdeljaber Malathi Eswaran Jabeen Nazeer |
| 2 | Unmasking Deception in Virtual Process against Digital Deceit | Grenze International Journal of Engineering and Technology | International | Vol.2, pp.5534-5537, 2024 | Merrlin Jerrsie A.M.Mugila S.P.Manju S.Saravanan C.Jamunadevi |
| 3 | A Machine Learning Perspective for Early Alzheimers Diagnosis | Algorithms for Intelligent Systems | International | pp.187-198, 2024 | S.Parvathavarthini S.V.Pranethaa P.Santhiya S.Sanuja |
| 4 | Learning Human Anatomy using Augmented Reality | Algorithms for Intelligent Systems | International | pp.37-48, 2024 | S.Parvathavarthini S.Sengottayan U.M.Arun U.Bhuvaneshwaran |
| 5 | Drivers and Impacts of Text Mining on Climate Change | In Text Mining and Sentiment Analysis in Climate Change and Environmental Sustainability | International | pp.327-346, 2024 | P.Selvakumar S.Seenivasan Vijay Anant Athavale S.Poorani Abhijeet Das |
| 6 | Bigdata clustering and classification with improved fuzzy based deep architecture under MapReduce framework | Intelligent Decision Technologies | International | Vol.18(2), pp.1511-1540 2024 | D.Vishnu Sakthi V.Valarmathi V.Surya A.Karthikeyan E.Malathi |
| 7 | Enhancing Vehicular-to-Everything Communication Efficiency with Fuzzy Machine Learning Techniques and Mathematical Modelling | International Journal of Intelligent Systems and Applications in Engineering | International | Vol.12(4), pp.1837-1846, 2024 | Yuvashri Prakash A.P.Pushpalatha M.Clement Joe Anand N.Anitha S.Indrakumar Amir Barhoi |
| 8 | Implementation of Machine Learning Techniques to Identify Fake News | International Journal of Microsystems and IoT | International | Vol.2(5), pp.858-865, 2024 | Jay Prakash Mishra Saurav Kumar T.M.Saravanan D.Sivabalaselvamani |
| 9 | A Novel Stochastic Gradient Descent Based Logistic Regression (SGDLR) Framework for Customer Churn Prediction | International Journal of Intelligent Systems and Applications in Engineering | International | Vol.12(17s), pp.754-765, 2024 | Suja Sundram D.Poornima G.D.Praveenkumar C.Balakumar D.Sasikala |
| 10 | Prediction of Road accidents using machine and deep learning techniques | The International Journal of Interdisciplinary Organizational Studies | International | Vol.19(1), June 2024 | K.Saraswathi N.T.Renukadevi K.G.Akshaya S.Kanishka |
| 11 | Snake Species Classification in Tamil Nadu: A Deep Learning Approach for Conservation and Public Health | African Journal of Biological Sciences | International | Vol.6(5), pp.2868-2877 May 2024 | M.Hemalatha P.Lakshmi B.Ravishankar E.CandraBlessie |
| 12 | Predicting the Fake Review of Products using Graph Recurrent Neural Network | International Journal of Interdisciplinary Organizational Studies | International | Vol.18(2), pp.2364-2374 February 2024 | E.Boopathi Kumar M.Rajeshkumar A.Muthusamy T.L.Yookesh A.K.AshfaukAhamed |
| 13 | GAN Based Image Segmentation and Classification using Vgg16 for Prediction of Lung Cancer | Journal of Advanced Research in Applied Sciences and Engineering Technology | International | Vol.35(1), pp.45-61, December 2023 | V.P.Swaminathan R.Balasubramani S.Parvathavarthini V.Gopal K.Raju T.S.Sivalingam S.R.Thennarasu |
| 14 | Meta-Heuristic Based Melanoma Skin Disease Detection and Classification Using Wolf Antlion Neural Network (WALNN) Model | International Journal of Intelligent Systems and Applications in Engineering | International | Vol.12(9s), pp.87-95 December 2023 | R.Rajeswari K.Kalaiselvi N.Jayashri P.Lakshmi A.Muthusamy |
| 15 | Neutrosophic Integrals by Reduction Formula and Partial Fraction Methods for Indefinite Integrals | International Journal of Neutrosophic Science | International | Vol.23(1), pp.08-16, 2024 | A.Manshath E.Kungumaraj E.Lathanayagam M.C.Joe Anand Nivetha Martin Elangovan Muniyandy S.Indrakumar |
| 16 | IoT based water quality monitoring system for residential application | AIP Conference Proceedings | International | Vol.2901(1), December 2023 | B.Ravisankar V.Gowrishankar P.Dharani M.Dharshini S.S.Nachiyar T.Kesavan |
| 17 | Hybrid Tasmanian Devil and Improved Simulated Annealing-Based Clustering Algorithm for Improving Network Longevity in Wireless Sensor Networks | Wireless Personal Communications | International | Vol.132, pp.1553-1576, 2023 | R.Nidhya D.Pavithra C.Vinothini T.Maragatham |
| 18 | SFGDO: Smart Flower Gradient Descent Optimization Enabled Generative Adversarial Network for Recognition of Tamil Handwritten Character | Journal of Visual Communication and Image Representation | International | Vol.95, p.103878, 2023 | N.Sasipriyaa P.Natesan E.Gothai |