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Artificial Intelligence and Data Science

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Department of Computer Artificial Intelligence and Data Science is approved as a Nodal Center under Anna University for pursuing Ph.D/ M.S(By Research). Approval detail is (Lr.No:222/IR/CSE/AIR) dated 04/03/2010 and latest renewal letter Lr.No.1304 / IR / CSE / AR2  Dated: 08.10.2021 valid till December 2024.

S.NoName of the FacultyDesignationAnna University Ref.noUniversityCompletedIn
Progress
1.Dr.S.Kanaga Suba RajaProf & Head2740051Anna University611

S.NoDeptInvestigatorProject TitleAgencyCostDateStatus
1AI & DSDr. S. KanagaSuba RajaAI- Based Vehicle Parking System for Smart citiesMSME IDEA HACKATHON170000023.07.2022Granted

S.NOName of the SupervisorDesignationYear of RegistrationName of universityStatus
1Mrs.K.P.RevathiAssistant Professor2021Anna UniversityConfirmation Completed
2Mrs. T. KalaiselviAssistant Professor2018Anna UniversitySynopsis
3Mrs.A. RohiniAssistant Professor2022Vels UniversityCourse Work

S.NOSCI Indexed Journals Publications
1Sobini X. Pushpa,S. KanagaSuba Raja, (2022) ‘ Enhanced ECC Based Authentication Protocol in Wireless Sensor Network with DoS Mitigation’, Cybernetics and Systems, ISSN 1087-6553. https://doi.org/10.1080/01969722.2022.2055403. (IF: 1.061)
2M. Hema, S. KanagaSuba Raja, (2022) ‘An Efficient Framework for Utilizing Under Loaded Servers in Compute Cloud’, Computer Systems Science and Engineering, ISSN 0267-6192,(IF: 1.48). https://DOI:10.32604/csse.2023.024895
3M.Vivekanandan ,S. KanagaSuba Raja, (2022) ‘ Virtex-II Pro FPGA Based Smart Agricultural System’, Wireless Personal Communications, ISSN 0929-6212. Volume 125 Issue 1, pp 119–141.https://doi.org/10.1007/s11277-022-09544-x. (IF: 1.061)
4Sobini X. Pushpa,S. KanagaSuba Raja, (2022) ‘ Elliptic Curve Cryptography Based Authentication Protocol Enabled with Optimized Neural Network Based DoS Mitigation’, Wireless Personal Communications, ISSN 0929-6212,Volume 124, Issue – 27, https://doi.org/10.1007/s11277-021-08902-5. (IF: 1.061)
5V.Balaji, S. KanagaSuba Raja, (2021) ‘Recommendation Learning System Model for Children with Autism’, Intelligent Automation & Soft Computing, ISSN 2326-005X, Volume 31, Issue – 2, DOI:10.32604/iasc.2022.020287. (IF: 1.63) 2326-005X
6K.Valarmathi, S. KanagaSuba Raja, (2021) ‘ Resource Utilization Prediction Technique in Cloud using Knowledge based Ensemble Random Forest with LSTM Model’, Concurrent Engineering: Research and Applications, ISSN 1063-293X, https://doi.org/10.1177/1063293X211032622. (IF: 1.03)
7S. KanagaSuba Raja, Bamila Virgin Louis.A (2021) ‘ A Review of Call Admission Control Schemes in Wireless Cellular Networks’, Wireless Personal Communications, ISSN 0929-6212, Volume 120, Issue – 4, pp. 3369 – 3388.https://doi.org/10.1007/s11277-021-08618-6. (IF: 1.061)
8Sathya A., S. KanagaSuba Raja, (2021) ‘ Privacy Preservation‑Based Access Control Intelligence for Cloud Data Storage in Smart Healthcare Infrastructure’, Wireless Personal Communications, ISSN 0929-6212, Volume 118, Issue – 1, pp. 3595–3614. https://doi.org/10.1007/s11277-021-08278-6. (IF: 1.061)
9S. KanagaSuba Raja, Bamila Virgin Louis (2021) ‘Optimal Resource Allocation in 5G System using Modified Lion Algorithm’, IET Communications, ISSN 1751-8636, Volume 15, Issue – 1, pp. 126–141. https://doi.org/10.1049/cmu2.12064. (IF: 1.66)
10UshaKiruthika,ThamaraiSelviSomasundaram, S. KanagaSuba Raja, (2020) ‘Lifecycle Model of a Negotiation Agent: A Survey of Automated Negotiation Techniques’, Group Decision and Negotiation, ISSN 0926-2644, Volume 29, Issue – 6, pp. 1239–1262. https://doi.org/10.1007/s10726-020-09704-z (IF: 1.612)
11T. Rajesh Kumar, G.R. Suresh, S. KanagaSuba Raja, Karthikeyan C (2020) ‘Taylor-AMS features and deep convolutional neural network for converting nonaudible murmur to normal speech ’, International Journal of Computational Intelligence, ISSN: 1467-8640, Volume 36, Issue- 3, pp. 940- 963 https://doi.org/10.1111/coin.12281(IF: 1.196)
12S. KanagaSubaRaja, S. UshaKiruthika, (2015) ‘An Energy Efficient Method for Secure and Reliable Data Transmission in Wireless Body Area Networks Using RelAODV’, International Journal of Wireless Personal Communications, ISSN 0929-6212, Volume 83, N0. 4, pp. 2975-2997. https://doi.org/10.1007/s11277-015-2577-x (IF: 1.061)
13NirmalaVenkatachalam, LeninishaShanmugan, Genitha C Heltin,Govindarajan, G &Sasipriya, P 2021, ‘Enhanced segmentation ofinflamed ROI to improve the accuracy of identifying benign and
malignant cases in breast thermogram’, in the Journal of Oncology,Article ID 5566853, http://doi.org/10.1155.2021 /5566853, vol. 2021,pp. 1-17, Impact Factor : 4.375.
14
15
S.NoScopus Indexed Journals Publications
1WenzhongXu, Jun Meng, S. KanagaSuba Raja, M. Padma Priya and M. Kiruthiga Devi (2022) ‘Artificial intelligence in constructing personalized and accurate feedback systems for students’, International Journal of Modeling, Simulation, and Scientific Computing, ISSN 1793-9623, doi.org/10.1142/S1793962323410015
2S. KanagaSuba Raja, C.J. Raman,S. UshaKiruthika (2021) ‘A Novel Fraud Detection Scheme for Credit Card Usage Employing Random Forest Algorithm Combined with Feedback Mechanism’, Journal of Information Technology Management, (Special Issue: Big Data Analytics and Management in Internet of Things), ISSN 2008-5893, Volume 13, pp. 21-35. doi: 10.22059/jitm.2021.80615
3S. KanagaSuba Raja, A. Sathya,S. Karthikeyan,T. Janane (2021) ‘Multi cloud-based secure privacy preservation of hospital data in cloud computing’, International Journal of Cloud Computing (Inderscience Enterprises Ltd), ISSN 2043-9989, Volume 10, Issue – 1/2, pp. 101-111. https://doi.org/10.1504/IJCC.2021.10036376
4V. Balaji, S. KanagaSuba Raja, S. Aparna, J. Haritha, M. Lakshmi Kanya (2019) ‘Smart Assistance for Asperger Syndrome using Raspberry Pi’, International Journal of Innovative Technology and Exploring Engineering, ISSN: 2278–3075, Volume 9, Issue – 1, pp. 2680-2683. https://DOI: 10.35940/ijitee.A4835.119119
5S.UshaKiruthika, S. KanagaSuba Raja, V. Balaji, C.J.Raman, S. S. L. DuraiArumugam (2019) ‘Detection of Tuberculosis in Chest X-rays using U-Net Architecture’, International Journal of Innovative Technology and Exploring Engineering, ISSN: 2278–3075, Volume 9, Issue – 1, pp. 2514-2519. https://DOI:10.35940/ijitee.A4834.119119
6S. KanagaSuba Raja, M.Hema (2019) ‘An Optimal Algorithm to Improve Resource Utilization in Cloud Data Centre’, International Journal of Engineering and Advanced Technology, ISSN: 2249 – 8958, Volume 9, Issue – 1, pp. 2184-2188. https://DOI: 10.35940/ijeat.A9704.109119
7S.UshaKiruthika, S.KanagaSuba Raja , Jaichandran R, Priyadharshini C (2019) ‘Detection and Classification of Paddy Crop Disease using Deep Learning Techniques’, International Journal of Recent Technology and Engineering, ISSN: 2277-3878, Volume 8, Issue – 3, pp. 4353-4359. https://DOI:10.35940/ijrte.C5506.098319
8Jaichandran R, BagathBasha C, Shunmuganathan K.L, S. KanagaSuba Raja (2019) ‘Sentiment Analysis of Movies on Social Media using R Studio’, International Journal of Engineering and Advanced Technology, ISSN: 2249 – 8958, Volume 8, Issue – 6, pp. 2171-2175.
9SenthamizhSelvi.R ,D.Sivakumar, Siva Sowmiya.S, Ramya.S , S. KanagaSuba Raja (2019) ‘Face Recognition Using Haar – Cascade Classifier for Criminal Identification’, International Journal of Recent Technology and Engineering, ISSN: 2277-3878, Volume 7, Issue – 6S5, pp. 1871-1876.
10T. Rajesh Kumar, G.R. Suresh, S. KanagaSuba Raja (2017) ‘Conversion of Non Audible Murmur to Normal Speech Based on Full-Rank Gaussian Mixture Model’, Journal of Computational and Theoretical Nanoscience, ISSN: 1546-1955, Volume 14, Issue 12, pp. 01–06.
11R. SenthamizhSelvi, G.R. Suresh, S. KanagaSuba Raja (2017) ‘A New Hybridized Speech Enhancement Technique for Stationary and Non-Stationary Noisy Environments’, Journal of Computational and Theoretical Nanoscience, ISSN: 1546-1955, Volume 14, Issue 12, pp. 5934–5941.
12S. UshaKiruthika, S. KanagaSubaRaja, R. Jaichandran (2017) ‘IOT based Automation of Fish Farming’, Journal of Advanced Research in Dynamical and Control Systems, ISSN: 1943-023X, Volume 09, Issue 1, pp. 50 – 57.
13S. KanagaSubaRaja, V. Balaji, (2015) ‘Smart Robot for Disaster Detection Using Zigbee Technology’, International Journal of Applied Engineering Research, ISSN 0973-4562, Volume 10, N0. 10, pp. 27311-27320.
14S. KanagaSubaRaja, V. Balaji, (2015) ‘Autonomous Mobile Navigation Robot For Agricultural Purpose’, International Journal of Applied Engineering Research, ISSN 0973-4562, Volume 10, N0. 10, pp. 27333-27341.
15S. KanagaSubaRaja, C. Viswanathan, (2014) ‘Secured Smart Home Energy Monitoring System (SSHEMS) Using RASPBERRY PI’, Journal of Theoretical and Applied Information Technology, E-ISSN 1817-3195, Volume 66, Issue 1.
16S. KanagaSubaRaja, C. Viswanathan, (2014) ‘Congestion Prediction in Wireless Network Using Gene Expression Programming Technique’, Journal of Theoretical and Applied Information Technology, E-ISSN 1817-3195, Volume 66, Issue 1.
17S. KanagaSubaRaja, T. Jebarajan, (2012) ‘Reliable and Secured Data Transmission in Wireless Body Area Networks’, European Journal of Scientific Research, ISSN 1450-216X, Volume 82, No.2, pp. 173-184.
18Akbar, Sumaiya Begum, Thanupillai, Kalaiselvi, and Govindarajan, Valarmathi. Published a research paper titled “Forecasting Bitcoin Price Using Time Opinion Mining and Bi-directional GRU”, volume 42, Issue 3, pp. 1825-1833, 2022, Published on 2nd February 2022.Publisher: IOS.
19Sumaiya Begum Akbar, KalaiselviThanupillai , SuganthiSundararaj published a research article titled “Combining the advantages of AlexNet convolutional deep neural network optimized with anopheles search algorithm based feature extraction and random forest classifier for COVID-19 classification” in Concurrency and computation:Practice and Experience , Volume 34, Issue 15, pp 1-15, 2022, Wiley online Library
20A.Sumaiya Begum, T.Kalaiselvi, Dr.K.Rahimunnisa published a paper titled “A computer aided breast cancer detection using Unit Linking pulse coupled neural Network and multiphase level set” , in Journal of Biomaterials and Tissue Engineering , Volume 12 , Issue no 8, pp 1497-1504 , 2022, Americal Scientific Publishers, Impact Factor 0.824
21T.Kalaiselvi1, K.Rahimunnisa2, A.Sumaiya Begum3 , Published a paper titled “Pulse Coupled Neural Networks for Image Processing – A Review, in International Journal of Advanced Science and Technology (IJAST), ISSN:2005-4238, IJAST, Vol 29,No.7s,(2020), pp 4411-4416.
22T.Kalaiselvi, S.Nagarajan, J.Reshma, SwethaBalaji, J.M.Thejaswini, Published a paper titled “DESIGN OF ROBOT SYSTEM USING VOICE CONTROL FOR ENVIRONMENT MONITORING , ,in Journal of Critical Reviews ,ISSN:2394-5125,Vol 7, Issue 3, pp 952-958.
23T.Kalaiselvi, K.Kalaivani, R.Abirami , Published a paper titled “Ear Free Listening using Bone conduction Technology ,in “European Journal of Molecular &Clinical Medicine”, ISSN 2515-8260,Vol 7,Issue 4,2020.
24K.Kalaivani, T.Kalaiselvi, R.Abirami , Published a paper titled “Design and Implementation of multi-core cable tester with multi analyzer , “European Journal of Molecular &Clinical Medicine”, ISSN 2515-8260,Vol 7,Issue 4,2020.
25K.Nandhini, T.Surendran,Sobana, Chithra, Kalaiselvi, Published a paper titled “Human Identification Using Contrast Enhanced Segmented Palm-Vein” ,IOP Conf.Series:Materials science and Engineering 993(2020) , DOI: 10.1088/1757-899X/993/1/012097
26Kalaivani K, B. Kalaiselvi T, C. Nagarajan S, D.Chinthamani B and E. Johnsi J , published a paper titled “Virtual Reality Implementation of Robot Navigation and Devices Control in Industries” in International Journal of Innovative Technology and Exploring Engineering (IJITEE) ISSN: 2278-3075, Volume-8 Issue-12S, October 2019.
27S. Nagarajan, K. Kalaivani, P. Navaseelan, T. Kalaiselvi, S. Sobana,” ANFIS Based Fault Detection and Identification of Control Valve Failures in Three Tanks Interacting Level Process” in International Journal of Engineering and Advanced Technology (IJEAT) ISSN: 2249 – 8958, Volume-8, Issue-6S3, September 2019. DOI: 10.35940/IJEAT.F1247.0986S319
28Chithra.B.K,K.Kalaivani,T.Kalaiselvi,K.R.Sughashini,B.Chinthamani published a paper titled ,”Design of Improved Electrosurgical Unit with Pad plate Design”, in International Journal of Recent Technology and Engineering (IJRTE), ISSN: 2277-3878, Volume-8 Issue-4, November 2019
29Kalaiselvi, published a paper titled “Automation of FCC centered Oil Refinery for Diesel Maximization”, in Int.Journal of Ad. Tech and innovative research(IJATIR), vol 8, issue 5,pp.996-100, Jan 2016.
30Aravind .G ,Kalaiselvi. T, Mahalakshmi.B,“ Design and working of Hydrophones used in sonobuoys in under water vehicles”, International Journal of Innovations in Science, Engineering and Technology, IJISET, ISSN No 2319- 8753, Vol 4, special issue 6, 1237- 1243, May 2015.
31T.Kalaiselvi. R Praveena, R Aakanksha, S Dhanya,“ PLC Based Automatic Bottle Filling and Capping system with user defined volume selection”,in International Journal of Emerging Technology and advanced Engineering” Volume 2, Issue 8 134-137,August 2012
32K.P.Revathi et al., Journal of Computational and Theoretical Nanoscience “Hybrid Feature Extraction and Classification for Alzheimer’s Disease CAD Detection” ,Volume 7,May 2020.
33Mrs.K.P.Revathi, Dr.T.Manikandan “IOT Based Shrewd Monitoring Framework for Children Safety”,
ECS Transactions, 107 (1) 13967-13975 (2022).
34LeninishaShanmugam ,NirmalaVenkatachalam, Monickha R.R Niranjana G Sangeetha S. (2020). Early Detection of Brain Tumors from MRI Using Tensor Flow and Deep Neural Networks. International Journal of Advanced Science and Technology, 29(7s), 4790 – 4799.
35K.Thaiyalnayaki, A.Rohini, Comparison of VAM Data using SPM and ICA. International Journal of Applied Engineering Research ISSN 0973-4562 Volume 10, Number 4 (2015) pp.10817-10824 © Research India Publications
36V.Vedhashree, A.Rohini, R.Anitha (2018), Effect And Analysis Of ADHD On The Social Skills Of School Age Children Using FMRI. IJREAT International Journal of Research in Engineering &Advanced Technology, Volume 6, Issue 5, Oct – Nov, 2018
ISSN: 2320 – 8791 (Impact Factor: 2.317)
S.NoConferences
1Revathi K P and Manikandan T “IoT Based Shrewd Monitoring Framework for Children Safety” 2022 ECS Trans. 107 13967.  “IoT Based Smart Monitoring System for Children and Women Safety”
2Mrs.K.P.Revathi, Dr.T.Manikandan, Ist International Virtual Conference on Emerging Trends in Mechanical Engineering(ICETME-2021),154-155,2021.  “Digital Tracking Of Migrant Children Health Status”, IVCMASM 2022,101-102,2022.
3Mrs.K.P.Revathi,P.Ukesh,S.P.Krishnababu “Women and Child Safety watch” in Virtual National Conference on Artificial Intelligence, Network Security, DataScience and IoT “VCANDO-2020” at Velammal Engineering College , Chennai.
4Mrs.K.P.Revathi, Ms.Mahima,Mr.Saimanikanta“Emergency Vehicular Launcher” in National Conference “NCETCSE 2020” at Santhiram Engineering College, Nandyal, AndraPradesh.
5Mrs.K.P.Revathi et al.,“E-FRIEND FOR GOVERNCE SCHEME” in 9 th International Conference on “SCIENCE AND INNOVATIVE ENGINEERING – 2019-ICSIE-2019” at Jawahar Engineering College.
6Mrs.K.P.Revathi et al.,“Enforcing Policy and Credential using Two Phase Validation Commit Protocol” in International Conference at “IJERT @ 14’’.
7Mrs.K.P.Revathi et al.,“Throughput Enhancement For Zigbee Cluster Tree Networks Using Pull Push Relabel Algorithm” in National Conference “[email protected] ‘13”.
8Mrs.K.P.Revathi “Trends in Defensive Techniques against Distributed Denial of Service (Ddos) Attacks” in National Conference “NIKCON2012” at AVC Engineering College, Mayiladuthurai.
9T.Kalaiselvi published a paper titled “Cloud Based Microcontroller DrivenInformative HDMI display using MQTT Protocol” in AICTE SponsoredInternational Conference on International Conference on next generationwireless communication and networking technology for smarter world(ICNGTSW -2022)” on 28 th and 29 th April,2022 organised by R.M.K EngineeringCollege.
10T.Kalaiselvi Published a paper titled ‘IOT Based Digital Notice Board” in VirtualInternational Conference on Technological innovations in Control,Communication and Automation (TICCA 2022), on 29 th June 2022, on 29 th June2022 organised by Easwari Engineering College.
11S.KanagaSuba Raja, Kumar R S, Balaji V and UshaKiruthika S,(2022) Satellite ImageProcessing for Water Detection. ECS Transactions, 107(1),16183.http://dx.doi.org/10.1149/10701.16183ecst
12S. KanagaSubaRaja , B. Chandra, M. Rohit, R.SriramVignesh, (2022) Eyeball MovementCursor Control Using OpenCV. ECS Transactions, 107(1), 10005.http://dx.doi.org/10.1149/10701.10005ecst
13S.KanagaSuba Raja, K. Valarmathi, S. Deepthi Sri, S. Harishita, and V. Keerthanna. "Sepsis
prediction using ensemble random forest." In AIP Conference Proceedings, vol. 2405, no. 1,
p. 030027. AIP Publishing LLC, 2022.https://doi.org/10.1063/5.0072499
14S.KanagaSuba Raja, M. Hema, M. Pragya, A. Poomeni, and N. Vidhyalakshmi. "Resource
allocation in cloud data center using dynamic resource assignment frame work." In AIPConference Proceedings, vol. 2405, no. 1, p. 030026. AIP Publishing LLC, 2022.https://doi.org/10.1063/5.0072504
15S.KanagaSuba Raja, B. V, U. K. S and C. J. Raman, "AnIoT-Based System for Supporting
Children with Autism Spectrum Disorder," 2021 Innovations in Power and Advanced
Computing Technologies (i-PACT), 2021, pp. 1-5, doi: 10.1109/i-PACT52855.2021.9696959.
16S.KanagaSuba Raja, V.Balaji, " Sensor based learning device for children with autism,"
Materials Today: Proceedings, 2022, ISSN 2214-7853, Volume 50, part-3,pp.307-311https://doi.org/10.1016/j.matpr.2021.07.380.
17S.KanagaSuba Raja, A. Bamila Virgin Louis and G. Arul Dalton, "Resource Allocation in
Device to Device Communication using Dynamic Programming," 2021 InternationalConference on Emerging Smart Computing and Informatics (ESCI), 2021, pp. 780-785,doi: 10.1109/ESCI50559.2021.9396996.
18U. Kiruthika, S.KanagaSuba Raja, C. J. Raman and V. Balaji, "A Novel Fraud Detection
Scheme for Credit Card Usage Employing Random Forest Algorithm Combined withFeedback Mechanism," 2020 International Conference on Power, Energy, Control andTransmission Systems (ICPECTS), 2020, doi: 10.1109/ICPECTS49113.2020.9337045.
19L. Priya, A. Sathya and S.KanagaSuba Raja, "Indian and English Language to Sign Language
Translator- an Automated Portable Two Way Communicator for Bridging Normal and
Deprived Ones," 2020 International Conference on Power, Energy, Control and Transmission
Systems (ICPECTS), 2020, doi: 10.1109/ICPECTS49113.2020.9336983.
20U. Kiruthika, S.KanagaSuba Raja, V. Balaji and C. J. Raman, "E-Agriculture for Direct
Marketing of Food Crops Using Chatbots," 2020 International Conference on Power, Energy,
Control and Transmission Systems (ICPECTS), 2020, doi: 10.1109/ICPECTS49113.2020.9337024.
21S.KanagaSuba Raja, A. Sathya and L. Priya, "A Hybrid Data Access Control Using AES and
RSA for Ensuring Privacy in Electronic Healthcare Records," 2020 International Conference
on Power, Energy, Control and Transmission Systems (ICPECTS), 2020,
doi: 10.1109/ICPECTS49113.2020.9337051.
22T. R. Kumar, G. R. Sursh and S.KanagaSuba Raja, "Conversion of Non-Audible Murmur to
Normal Speech Based on FR-GMM using Non-Parallel Training Adaptation Method," 2019
International Conference on Intelligent Sustainable Systems (ICISS), 2019, pp. 97-103,
doi: 10.1109/ISS1.2019.8908045.
23R. S. Selvi, R. Kishore, G. R. Suresh and S.KanagaSuba Raja, "Embedding data in audio
signals using HSA-EMD algorithm," 2017 Third International Conference on Science
Technology Engineering & Management (ICONSTEM), 2017, pp. 384-388,doi: 10.1109/ICONSTEM.2017.8261353.
24S.KanagaSuba Raja, R. Rishi, E. Sundaresan and V. Srijit, "Demand based crop
recommender system for farmers," 2017 IEEE Technological Innovations in ICT for Agriculture
and Rural Development (TIAR), 2017, pp. 194-199, doi: 10.1109/TIAR.2017.8273714.
25. S.KanagaSubaRaja,UshaKiruthika , R. Jaichandran, Kamala Kannan .R,KiranKumar.AAditya.R(2021) ‘Parking Slot Reservation System for Efficient Resource Utilization and Profit’, Turkish Journal of Computer and Mathematics Education , ISSN 1309-4653, Volume 12, Issue – 2, pp. 394-398. https://doi.org/10.17762/turcomat.v12i2.819
26S.KanagaSubaRaja,Valarmathi K, Sritharni C, and Shanmugapriya R (2021) ‘Efficient Cost Optimization Algorithm In Iaas Cloud by Load Balancing’,Turkish Journal of Computer and Mathematics Education , ISSN 1309-4653, Volume 12, Issue – 2, pp. 373-380. https://doi.org/10.17762/turcomat.v12i2.817
27Chandra. B, S.KanagaSuba Raja, VigneshGujjar.R , Varunkumar.J,Sudharsan A (2021) ‘Automated Bird Species Recognition System Based on Image Processing and SVM Classifier’,Turkish Journal of Computer and Mathematics Education , ISSN 1309-4653, Volume 12, Issue – 2, pp. 351-356. https://doi.org/10.17762/turcomat.v12i2.813
28S. KanagaSuba Raja, UshaKiruthika, V. Balaji,AnjanaSriram (2020) ‘Prediction of Deaths Caused by COVID-19 Using Machine Learning’, European Journal of Molecular & Clinical Medicine, ISSN 2515-8260, Volume 7, Issue – 4, pp. 2946-2951
29S. KanagaSuba Raja, UshaKiruthika, R.Jaichandran,Balaji.V (2020) ‘Smart Mall Parking Management System Using Image Processing’, European Journal of Molecular & Clinical Medicine, ISSN 2515-8260, Volume 7, Issue – 4, pp. 3004-3010.
30. V. Balaji,S. KanagaSuba Raja, C.J. Raman, S. Priyadarshini (2020) ‘Real Time Object Detector for Visually Impaired Using Open’, European Journal of Molecular & Clinical Medicine, ISSN 2515-8260, Volume 7, Issue – 4, pp. 2963-2971
31Subapriya.V, Jaichandran.R, S. KanagaSuba Raja, Prathyush.P (2020) ‘Economic Load Dispatch Problem Using Butterfly Optimization Algorithm’, European Journal of Molecular & Clinical Medicine, ISSN 2515-8260, Volume 7, Issue – 4, pp. 2773-2778
32Jaichandran.R, Leelavathy, S. KanagaSuba Raja, Pranav Kumar (2020) ‘Job Portal Resume Evaluaton System Using Text Mining and Natural Language Processing’, European Journal of Molecular & Clinical Medicine, ISSN 2515-8260, Volume 7, Issue – 4, pp. 2800–2807
33S.KanagaSuba Raja, V.Balaji, Vijay R,RahulBohra.A,Stefan.J, (2020) ‘Array of Things – IOT Based Smart City Technology in Public Way’, Journal of Critical Reviews, ISSN: 2394-5125, Volume 7, Issue – 17, pp. 2521-2525.
34M.Sowmiya, S.KanagaSuba Raja, S.Gnanapriya,Aiswarya, GayathriS,Ishakrithika G, (2020) ‘Optical Character Recognition Based Speech Synthesis System Using Open CV’, Journal of Critical Reviews, ISSN: 2394-5125, Volume 7, Issue – 12, pp. 2246-2251
35S. KanagaSuba Raja, M.Hema, Vineeth M, Shreyas Rao K, Siva Anandh S (2020) ‘HostUtilization Algorithm to Reduce Energy Consumption in Cloud Computing’, InternationalJournal of Engineering and Advanced Technology, ISSN: 2249 – 8958, Volume 9, Issue – 5, pp.352-359.
36S.KanagaSuba Raja, M. Vivekanandan, Rubha Shree R, Sabarish S, Yugendran PS, (2020)‘Design and Implementation of Price Forecasting System for Agricultural Commodities usingMachine Learning’, International Journal of Psychosocial Rehabilitation, ISSN: 1475-7192,Volume 24, , Issue – 10, pp. 1621-1627.https://doi.org/10.37200/IJPR/V24I10/PR300188
37S. KanagaSuba Raja, Valarmathi K, AkhilaBalasubramanian, Amrita Mohanta, Abirami S,(2020) ‘Digital Agriculture: An Approach to Balance the Water Level using Ambient Intelligencein Cloud’, International Journal of Advanced Science and Technology, ISSN: 2005-4238, Volume29, , Issue – 9s, pp. 3087-3096.
38Chandra.B, S. KanagaSuba Raja, V. Rajhashimma, S. Mythreyan, M. Saravana Kumar, (2020)‘Automated Diabetic Retinopathy Detection from Retinal Fundus Images Using ImageProcessing’, International Journal of Advanced Science and Technology, ISSN: 2005-4238,Volume 29, Issue – 9s, pp. 2758-2764.
39Hema.M, S.KanagaSuba Raja, Balasubramanian.U, Balaji.S,LokeshKumar.T, (2020) ‘AnEfficient VM placement algorithm for reducing energy consumption in Cloud Data Centers’,International Journal of Advanced Science and Technology, ISSN: 2005-4238, Volume 29, ,Issue – 9s, pp. 2815-2826.
40S. KanagaSuba Raja, A. Bamila Virgin Louis, Dr. G. Arul Dalton (2020) ‘Optimal ResourceAllocation Scheme in Wireless 5G Networks’, Test Engineering and Management, ISSN: 0193-4120, Volume 83, pp. 18529 – 18535.
41S. KanagaSuba Raja, Sobini X. Pushpa (2020) ‘A Review on detection mechanisms used inWireless Sensor Network for DoS attacks’, Test Engineering and Management, ISSN: 0193-4120, Volume 83, pp. 10671 – 10677.
42S.UshaKiruthika, S.KanagaSuba Raja, S.R.Ronak, S.Rengarajen, P.Ravindran (2020) ‘Design andImplementation of Fertilizer Recommendation System for Farmers’, Test Engineering andManagement, ISSN: 0193-4120, Volume 83, pp. 8840 – 8849
43S. KanagaSuba Raja, M. Vivekanandan,T. Ameer Salman ,M.ArunSathya,V. Koushik (2020)‘Design and Implementation of Smart Surveillance for Energy Saving of Street Lamps in RuralAreas’, Test Engineering and Management, ISSN: 0193-4120, Volume 83, pp. 8900 – 8905
44S. KanagaSuba Raja, K.Valarmathi, Naga Suryanarayana. D, Niranjan. S,KavinSathya. B (2020)‘An Efficient Approach for URL Phishing Attack Detection using Random Forest Algorithm’, TestEngineering and Management, ISSN: 0193-4120, Volume 83, pp. 8822 – 8830.
45S. KanagaSubaRaja , M. Vivekanadan, S.UshaKiruthikaS.AkilaR.JananiAyshwarya (2019)‘Design and Implementation of Facial Recognition System for Visually Impaired using ImageProcessing ’, International Journal of Recent Technology and Engineering, ISSN: 2277-3878,Volume 8, Issue – 4, pp. 4803-4807
46. S. KanagaSuba Raja, P.Esakkipriya, M.Mousumi (2018) ‘Noval System for Detection andMonitoring of Hazardous Gases’, International Journal of Scientific Research and Review, ISSN:2279 – 543X, Volume 7, Issue – 4, pp. 77-83. DOI:16.10089.IJSRR.2018.V7I04.287391.2323
47R. SenthamizhSelvi, G.R. Suresh, S. KanagaSuba Raja (2017) ‘Speech Enhancement UsingHarmonic-Model with Multichannel Wiener Filter’, Journal of Advanced Research in Dynamicaland Control Systems, ISSN: 1943-023X, Volume 09, Issue 2, pp. 48 – 54.
48. R. RamyaDharshini, R. SenthamizhSelvi, G.R. Suresh, S. KanagaSuba Raja (2017)‘Enhancement of Speech Intelligibility And Quality In Hearing Aid Using Fast Adaptive KalmanFilter Algorithm’, International Journal of Electrical and Electronics Engineers, ISSN: 2321-2045,Volume 09, Issue 1, pp. 1419 – 1427.
49S. UshaKiruthika, S.KanagaSubaRaja (2016) ‘Divider, Speed breaker Detection and AccidentPrevention with Audio Aided Alert Using Raspberry Pi Processor’, IOSR Journal of Engineering(IOSRJEN), ISSN: 2250-3021, Volume 06, Issue 11, pp. 52 – 55.
50S. KanagaSubaRaja, J. Austin Ben Das (2016) ‘Image Enhancement by Image Fusion for CrimeInvestigation’, International Journal of Image Processing (IJIP), ISSN: 1985-2304, Volume 10,Issue 2, pp. 85-93.
51. V.S. Raghunathan, S. KanagaSubaRaja, S. Divya (2016) ‘Offline Security Gate Operation In(ICMS) Identity Card Management System Using Aadhaar ID’, Middle-East Journal of ScientificResearch, ISSN: 1990-9233, Volume 24, Issue 6, pp. 1971-1976
52. M. Vivekanadan, S. KanagaSubaRaja, (2015) ‘Location Based System Using GPS-FishermenSMS Alert System’, International Journal of Innovative Research in Science, Engineering andTechnology, ISSN: 2319 – 8753, Volume4, Issue 11,pp. 151- 157.
53V. Balaji, S. KanagaSubaRaja, (2015) ‘A Web Based Voice Recognition System for VisuallyChallenged People’, International Journal of Innovative Research in Science, Engineering andTechnology, ISSN: 2319 – 8753, Volume4, Issue 11,pp. 109-114.
54S. KanagaSubaRaja, C. Viswanathan, (2015) ‘Crowd Dynamics Manipulation & NavigationSystems Via Integrated Mobile and Web Services’, International Journal of Applied EngineeringResearch, ISSN 0973-4562, Volume 10, N0. 76, pp. 69-75
55S. KanagaSubaRaja, C. Viswanathan, (2015) ‘A Smart Behaviour of Mobile device using In-BuiltSensors’, International Journal of Applied Engineering Research, ISSN 0973-4562, Volume 10,N0. 76, pp. 11-17.
56S. KanagaSubaRaja, T. Jebarajan, (2013) ‘Level based Fault Monitoring and Security for LongRange Transmission in WBAN’, International Journal of Computer Applications, ISSN: 0975 –8887, Volume 64, No.1.
57V. Balaji, S. KanagaSubaRaja, (2012) ‘A Smart Teaching System for Autistic Children in RuralArea using MANET’, International Journal of Engineering Innovation & Research, ISSN: 2277 –5668, Volume1, Issue 5
58S. KanagaSubaRaja, T. Jebarajan, (2011) ‘A QoS-Oriented Effective Energy conservation forIEEE 802.16e Mobile WiMax Networks’, CIIT International Journal of Wireless Communication,ISSN 0974 – 9756, Volume 3, No. 16
59S. KanagaSuba Raja, Kumar R.S, Balaji V, UshaKiruthika (2021) ‘Satellite Image Processingfor Water Detection’, First International Conference on Technologies for Smart GreenConnected Society 2021 is jointly organized by Yamagata University, Japan and SPASTFoundation and Associated Partner Institutions. (Scopus Indexed)
60B. Chandra, S. KanagaSuba Raja, M. Rohit (2021) ‘Eyeball Movement Cursor Control UsingOpenCV’, First International Conference on Technologies for Smart Green Connected Society2021 is jointly organized by Yamagata University, Japan and SPAST Foundation andAssociated Partner Institutions. (Scopus Indexed)
61S.KanagaSuba Raja, V.Balaji, UshaKiruthika, C.J.Raman (2021) ‘An IoT-based System forSupporting Children with Autism Spectrum Disorder’, 3rd International Conference onInnovations in Power and Advanced Computing Technologies (i-PACT 2021) is jointlyorganized by University of Malaya (UM), Kuala Lumpur, Malaysia and Vellore Institute ofTechnology (VIT), Vellore, India. (Scopus Indexed) (ISBN: 978-1-6654-2690-9)
62S.KanagaSuba Raja, Bamila Virgin Louis , Arul Dalton (2021) ‘Resource Allocation in Device toDevice Communication using Dynamic Programming’, 3rd IEEE International Conference OnEmerging Smart Computing and Informatics(ESCI2021), All India Shri Shivaji Memorial Society’sInstitute of Information Technology, Pune, India. (Scopus Indexed) (ISBN: 978-1-7281-8519-4)
63S.KanagaSuba Raja, V.Balaji (2021) ‘Sensor Based Learning Device for Children with Autism’,5th International Conference on Recent Advances in Material Chemistry (ICRAMC – 2021), SRMInstitute of Science and Technology, Kattankulathur, Chennai ,Tamilnadu, India. (ScopusIndexed)
64S. KanagaSuba Raja, A.Sathya, Dr.L.Priya (2020) ‘A Hybrid Data Access Control using AES AndRSA for Ensuring Privacy in Electronic Healthcare Records’, IEEE Second InternationalConference on Power, Energy, Control and Transmission Systems (ICPECTS2020), SairamEngineering College, Chennai ,Tamilnadu, India. (Scopus Indexed
65UshaKiruthika, S. KanagaSuba Raja, C.J. Raman ,V.Balaji. (2020) ‘A Novel Fraud DetectionScheme for Credit Card Usage Employing Random Forest Algorithm Combined with FeedbackMechanism’, IEEE Second International Conference on Power, Energy, Control andTransmission Systems (ICPECTS2020), Sairam Engineering College, Chennai ,Tamilnadu, India.(Scopus Indexed)
66UshaKiruthika, S. KanagaSuba Raja, V.Balaji ,C.J. Raman, (2020) ‘E-Agriculture for DirectMarketing of Food Crops using Chatbots’, IEEE Second International Conference on Power,Energy, Control and Transmission Systems (ICPECTS2020), Sairam Engineering College,Chennai Tamilnadu, India. (Scopus Indexed)
67Dr.L.Priya, A.Sathya, , S. KanagaSuba Raja (2020) ‘Indian and English Language to SignLanguage Translator- An Automated Portable Two Way Communicator for Bridging Normaland Deprived Ones’, IEEE Second International Conference on Power, Energy, Control andTransmission Systems ICPECTS2020), Sairam Engineering College, Chennai ,Tamilnadu, India.(Scopus Indexed)
68SobiniX.Pushpa, S. KanagaSuba Raja, (2020) ‘Review on Authentication Algorithms used inWireless Sensor Network for the Detection of DoS Attacks’, International Conference onComputational intelligence and Theoretical Sciences (ICCITS 2020), St. Xavier’s Catholic Collegeof Engineering, Nagercoil, Tamilnadu, India. (ISBN: 978-93-5406-315-2)
69A. Bamila Virgin Louis, S. KanagaSuba Raja, (2020) ‘Optimal Resource Allocation Scheme inWireless 5g Networks’, International Conference on Computational Intelligence andTheoretical Sciences (ICCITS 2020), St. Xavier’s Catholic College of Engineering, Nagercoil,Tamilnadu, India. (ISBN: 978-93-5406-315-2)
70Rajesh Kumar.T, Sursh G.R, S. KanagaSuba Raja (2019) ‘Conversion of Non-Audible Murmur toNormal Speech Based on FR-GMM using Non-Parallel Training Adaptation Method’, IEEESecond International Conference on Intelligent Sustainable Systems (ICISS 2019), SCADInstitute of Technology, Coimbatore ,Tamilnadu, India. (ISBN: 978-1-5386-7798-8) (ScopusIndexed)
71SobiniX.Pushpa, S. KanagaSuba Raja, A. Benham (2019) ‘A Review on Prevention ofWormhole Attack in Wireless Sensor Network’, First International Conference on InnovativeTrends in Engineering, Science and Technology (ICITEST2K19), Rajas Engineering College,Tirunelveli, Tamilnadu, India.
72A. Bamila Virgin Louis, S. KanagaSuba Raja, G. Arul Dalton (2019) ‘Channel AllocationStrategies in Wireless Cellular Network’, First International Conference on Innovative Trends inEngineering, Science and Technology (ICITEST2K19), Rajas Engineering College, Tirunelveli,Tamilnadu, India
73Ramya.S, Siva Sowmiya.S ,SenthamizhSelvi.R , S. KanagaSuba Raja(2019) ‘CriminalIdentification Using Haar – Cascade Classifier’, Nineth International Conference on Science andInnovative Engineering (ICSIE 2019), Jawahar Engineering College, Chennai, Tamilnadu, India.(ISBN : 978-93-81288-18-4).
74R. SenthamizhSelvi, R. Kishore, G.R. Suresh, S. KanagaSuba Raja (2017) ‘Embedding data inaudio signals using HSA-EMD Algorithm’, Third International Conference on ScienceTechnology Engineering & Management (ICONSTEM), Jeppiaar Engineering College, Chennai,Tamilnadu, India. (ISBN : 978-1-5090-4855-7). (Scopus Indexed
75R. SenthamizhSelvi, G.R. Suresh, S. KanagaSuba Raja (2017) ‘Speech Enhancement UsingHarmonic-Model With Multichannel Wiener Filter’, International Conference on Social Media,Data Analytics and Cloud Computing (ICSDC), AarupadaiVeedu Institute of Technology,Chennai, Tamilnadu, India.(ISBN : 978-93-81208-88-5).
76R. RamyaDharshini, R. SenthamizhSelvi, G. R. Suresh, S. KanagaSuba Raja (2017)‘Enhancement of Speech Intelligibility And Quality In Hearing Aid Using Fast Adaptive KalmanFilter Algorithm’, International Conference on Recent Development in Engineering Science,Humanities and Management(ESHM-17), National Institute of Technical Teachers Training andResearch, Chandigarh, India. (ISBN: 978-93-86171-39-9).
77S. KanagaSuba Raja, Rishi R, Sundaresan E, Srijit V (2017) ‘Demand Based Crop RecommenderSystem for Farmers’, IEEE International Conference on Technological Innovations in ICT forAgricultural and Rural Development (TIAR-2017), Easwari Engineering College, Chennai,Tamilnadu, India. (ISBN: 978-1-5090-4437-5). (Scopus Indexed)
78S.UshaKiruthika, S.KanagaSuba Raja, Jaichandran R (2017) ‘IOT Based Automation of FishFarming’, Second International Conference on Emerging Trends in New & Renewable EnergySources & Energy Management (ICET NRES EM – 2017), AarupadaiVeedu Institute ofTechnology, Chennai, Tamilnadu, India. (ISBN: 978-93-81208-86-1).
79S. KanagaSuba Raja, S. Divya (2016) ‘Offline Security Gate Operation in (ICMS) Identity CardManagement System Using Aadhaar ID’, International conference on Power Control andInstrumentation Engineering, Saveetha Engineering College, Chennai, Tamilnadu, India.
80S. KanagaSuba Raja, B. Soorya, B. Shruti (2015) ‘Divider, Speed Braker Detection and AccidentPrevention with Audio Aided Alert using Raspberry Pi Processor’, International conference onScience and Innovative Engineering, Jawahar Engineering College, Chennai, Tamilnadu,India.(ISBN:978-81-904760-7-2).
81S. KanagaSuba Raja, K. Arul Ganesh, G. MoheshViswanath (2015) ‘Biometric Device UsingSmart Card in Public Distributed System’, 22nd IRF International conference on ComputerScience and Information Technology,Chennai,Tamilnadu,India.(ISBN:978-93-82702-83-2).
82S. KanagaSuba Raja, C. Viswanathan, V. Balaji (2015) ‘Crowd Dynamics Manipulation andNavigation Systems Via Integrated mobile and Web Services’, International conference onTrends in Engineering and Technology, Science and Humanities and Management, TamizhanCollege of Engineering and Technology, Tamil nadu, India
83S. KanagaSuba Raja, C. Viswanathan, V. Balaji (2015) ‘A Smart Behaviour of Mobile Deviceusing In-Built Sensors’, International conference on Trends in Engineering and Technology,Science and Humanities and Management, Tamizhan College of Engineering and Technology,Tamil nadu, India.
84. S. Manimurugan, S. KanagaSubaRaja (2012) ‘A Routing-Driven Crypography Based KeyManagement Scheme for Heterogeneous Sensor Networks’,International Conference on CloudComputing and Service Engineering, Raja Rajeswari College of Engineering, Bangalore, India.
85. S. KanagaSuba Raja, T. Jebarajan, C.M.Varun (2011) ‘A Novel Packet Level Scheduling usingClass Level QoS in Wireless Systems’, 4th IEEE International conference on Computer scienceand Information Technology, China. (ISBN: 978-1-61284-836-5).
86S. Sajini, S. KanagaSubaRaja, T. Jebarajan (2011) ‘A Fair and Connection based opt Schedulingin IEEE 802.11 Based Mesh Topology’, International conference on InformationCommunication and Embedded System, S.A. Engineering College, Chennai, TamilNadu,India.(ISBN:978-93-80697-65-9).
87S. KanagaSubaRaja, T. Jebarajan, Varsha George (2010) ‘Achieving Security and QoS in Real-time Wireless Network’, International conference on Recent Advances in MechanicalEngineering, Noorul Islam University, TamilNadu, India. (ISBN: 978-81-907917-3-1).

S.NoDATE APPLIEDNAME OF THE INVENTORS WITH AFFILIATIONPATENT TITLEAPPLICATION NUMBERSTATUS(FILED/PUBLISHED/GRANTEDREMARKS(DATE OF PUBLICATION/GRANTED)COMMERCIALIZED DETAILS
12020-07-18 00:00:00Dr.S.KANAGA SUBA RAJAA SYSTEM AND METHOD FOR SCHEMING WATER SUSTAINABILITY INDEX OF WATER BODIES THROUGH SATELLITE IMAGERY202041030656GRANTED2022-04-18 00:00:00NO
22021-09-28 00:00:00Mrs.K.P.REVATHILUNG PULMONARY DISEASE WITH CORONAVIRUS(COVID-19) INFECTION IDENTIFICATION AND CLASSIFICATION USING202141043919 APUBLISHED2021-11-05 00:00:00NO
32022-05-18 00:00:00Mrs.K.P.REVATH, Dr.J.VIJAYARAJIOT WITH BLOCK CHAIN SCHEME FOR DATA ANALYSING EMBEDDED SENSORS IN TRADING APPLICATIONS202241028523PUBLISHED2022-05-27 00:00:00NO

S.NoName Of The IndustryYearActivity
1Ophel Computing, Chennai2022App development projects Internship and training Real-time Projects Consultancy
2Ideas2it Technologies Pvt Ltd2022Internship and training Real-time Projects
3VLOG Innovations LLP2022Internship and training Real-time Projects

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