SCI-INDEXED JOURNALS

Sekar, P., S Kanaga Suba Raja & Krishnaraj, R. DRCNN-Lesion Proxy: a hybrid CNN with lesion-inspired feature simulation for diabetic retinopathy severity classification. Sci Rep 15, 37954 (2025). https://doi.org/10.1038/s41598-025-21337-3

B. Chandra, S. Kanaga Suba Raja, and S. Sudha, “ An Efficient and Secure WBAN Based on Optimal Privacy Preservation Scheme With Deep Learning and Blockchain Technology,” Transactions on Emerging Telecommunications Technologies 36, no. 10 (2025): e70266, https://doi.org/10.1002/ett.70266

K. Kausalya, Kanaga Suba Raja S, S. Sudha, (2025), An optimized deep learning approach for detection and classification of player actions in football game, Entertainment Computing,Volume 55, ISSN 1875-9521, https://doi.org/10.1016/j.entcom.2025.101003

Amsavalli K, S. Kanaga Suba Raja , Sudha S (2025) RESIGN: Alzheimer's Disease Detection Using Hybrid Deep Learning based Res-Inception Seg Network. Curr Alzheimer Res. 2025 Jun 18. doi: 10.2174/0115672050373821250612053943

Priya Jayaraman and S. Kanaga Suba Raja,(2025) “Caries-segnet: multi-scale cascaded hybrid spatial channel attention encoder-decoder for semantic segmentation of dental caries" Biomedical Engineering / Biomedizinische Technik

https://doi.org/10.1515/bmt-2024-0439

J. Priya, S. Kanaga Suba Raja S.Usha Kiruthika, (2024)“State-of-art technologies, challenges, and emerging trends of computer vision in dental images”, Computers in Biology and Medicine, Vol.178. https://doi.org/10.1016/j.compbiomed.2024.108800

J. Priya, S. Kanaga Suba Raja , S. Sudha(2024) , “ An intellectual caries segmentation and classification using modified optimization-assisted transformer denseUnet++ and ViT-based multiscale residual denseNet with GRU. SIViP (2024).https://doi.org/10.1007/s11760-024-03227-9

Chandra , Kanaga Suba Raja S , (2024)“ HHECC-AES: A Novel Hybrid Cryptography Scheme for Developing the Secured Wireless Body Area Network Using Heuristic-aided Blockchain Model ”, Ad Hoc & Sensor Wireless Networks, Vol. 59, pp. 141–179, https://doi.org/10.1016/j.compeleceng.2022.107991

B. Sandhiya , S. Kanaga Suba Raja , K. Shruthi , S. Praveena Rachel Kamala (2024),” Brain tumour segmentation and classification with reconstructed MRI using DCGAN” , Biomedical Signal Processing  and Control , Volume 92, June 2024  https://doi.org/10.1016/j.bspc.2024.106005

B. Sandhiya, S. Kanaga Suba Raja (2024), " Deep Learning and Optimized Learning Machine for              Brain Tumor Classification", Biomedical Signal Processing and Control, Vol.89, No.1, https://doi.org/10.1016/j.bspc.2023.105778

K. Kausalya, S. Kanaga Suba Raja (2024), "OTRN-DCN: An optimized transformer-based residual network with deep convolutional network for action recognition and multi-object tracking of adaptive segmentation using soccer sports video”, International Journal of Wavelets, Multiresolution and Information Processing, Vol.22,No.1 https://doi.org/10.1142/S0219691323500340

B. Chandra, S. Kanaga Suba Raja (2023), " Security In Wireless Body Area Network (WBAN) Using Blockchain”, IETE Journal of Research, https://doi.org/10.1080/03772063.2023.2233472

M. Hema, S. Kanaga Suba Raja,(2023) "A Quantitative Approach to Minimize Energy Consumption in Cloud Data Centres using VM Consolidation Algorithm", KSII Transactions on Internet and Information Systems, vol. 17, no. 2, pp. 312-334, 2023. eISSN: 1976-7277. DOI: 10.3837/tiis.2023.02.002

Sobini X. Pushpa,S. Kanaga Suba 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

M. Hema, S. Kanaga Suba 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

M.Vivekanandan ,S. Kanaga Suba 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

Sobini X. Pushpa,S. Kanaga Suba 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

V.Balaji, S. Kanaga Suba 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

K.Valarmathi, S. Kanaga Suba 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

S. Kanaga Suba 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

Sathya A., S. Kanaga Suba 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

S. Kanaga Suba 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

Usha Kiruthika,Thamarai Selvi Somasundaram, S. Kanaga Suba 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 

T. Rajesh Kumar, G.R. Suresh, S. Kanaga Suba 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

S. KanagaSubaRaja, S. Usha Kiruthika, (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 

SCOPUS-INDEXED JOURNALS

Asha, V. & Kanaga Suba Raja, S. (2025). Smart Cities Secured: Utilizing AI Firewalls for Sustainable Urban Environments. International Journal on Smart Sensing and Intelligent Systems, 18(1), 2025. https://doi.org/10.2478/ijssis-2025-0030

S. Kanaga Suba Raja, Durai Arumugam S.S.L.,R. Praveenkumar,V. Balaji (2023), "An Intelligent Crop Recommendation System using Deep Learning", International Journal of Intelligent Systems and Applications in Engineering

https://ijisae.org/index.php/IJISAE/article/view/3296

Wenzhong Xu, Jun Meng, S. Kanaga Suba 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

S. Kanaga Suba 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

S. Kanaga Suba 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

V. Balaji, S. Kanaga Suba 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

S.Usha Kiruthika, S. Kanaga Suba Raja, V. Balaji, C.J.Raman, S. S. L. Durai Arumugam (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

S. Kanaga Suba 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

S.Usha Kiruthika, S.Kanaga Suba 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

Jaichandran R, Bagath Basha C, Shunmuganathan K.L, S. Kanaga Suba 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

Senthamizh Selvi.R , D.Sivakumar, Siva Sowmiya.S, Ramya.S , S. Kanaga Suba 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

T. Rajesh Kumar, G.R. Suresh, S. Kanaga Suba 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

R. SenthamizhSelvi, G.R. Suresh, S. Kanaga Suba 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

S. Usha Kiruthika, 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

S. 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

S. 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

S. 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

S. 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

S. 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

SCOPUS-INDEXED CONFERENCE PROCEEDINGS

C. D, S. Kanaga Suba Raja and T. M. Desshika, "Power Loss Minimization in Smart Grids Using African Vultures Optimization Algorithm (AVOA): A Bio-inspired Approach," 2025 11th International Conference on Electrical Energy Systems (ICEES), Chennai, India, 2025, pp. 198-204, doi: 10.1109/ICEES67011.2025.11213468

S.Kanaga Suba Raja , S. Shanmugapriya, T. K U and S. B R, "Smart Computing for Communication: Real-Time Sign Language Translation for Educational Accessibility of Hard-of-Hearing Individuals," 2025 4th OPJU International Technology Conference (OTCON) on Smart Computing for Innovation and Advancement in Industry 5.0, Raigarh, India, 2025, pp. 1-6, doi: 10.1109/OTCON65728.2025.11070432

Usha Kiruthika, S.Kanaga Suba Raja  and B. Valusa, "Work-Integrated Learning: Elevating Educational Outcomes and Career Prospects in Higher Education," 2024 IEEE International Conference on Teaching, Assessment and Learning for Engineering (TALE), Bengaluru, India, 2024, pp. 1-7, doi: 10.1109/TALE62452.2024.10834375

Aishwarya R, Chandrakala D, S.Kanaga Suba Raja, "Energy Measurement by Smart Metering using Blockchain Technology," 2024 10th International Conference on Electrical Energy Systems (ICEES), Chennai, India, 2024, pp. 1-5, doi: 10.1109/ICEES61253.2024.10776890

Priya. J, Usha Kiruthika S and S. Kanaga Suba Raja , "Deep Fusion Model for Dental Caries Classification from X-Ray Images," 2024 10th International Conference on Advanced Computing and Communication Systems (ICACCS), Coimbatore, India, 2024, pp. 1481-1485, doi: 10.1109/ICACCS60874.2024.10717168

S. Kanaga Suba Raja, S. Usha Kiruthika and C. J. Raman, "A Novel Water Distribution and Performance Monitoring System using AI," 2024 8th International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Turkiye, 2024, pp. 1-7, doi: 10.1109/IDAP64064.2024.10710850

Srisivasubbramanyan BS, Gayathri P, S. Kanaga Suba Raja, (2024) “Integrating Spatial Computing for Promoting Tamil Language”, International Kanitamil24 Conference, held on the 9th and 10th of February 2024 organized by Tamil Virtual Academy, Chennai, Government of Tamilnadu

https://www.tamildigitallibrary.in/admin/assets/book/TVA_BOK_0060459/TVA_BOK_0060459_%E0%AE%95%E0%AE%A3%E0%AE%BF%E0%AE%95%E0%AF%8D%E0%AE%95%E0%AF%8B%E0%AE%B5%E0%AF%88_2024.pdf    page no :239

S. Kanaga Suba Raja, K. Kausalya , B. Sandhiya  , K. Abdul Waseem Nihaal , A. Abiya Feba Mary and J. Afra Thahseen , "Tracking Of Multi Athlete and Action Recognition In Soccer Sports Video Using Deep Learning Techniques” , 2024  AIP Conf. Proc. 2802 ,  ISSN 1551-7616 , https://doi.org/10.1063/5.0184960

J. Vijayaraj , K. P. Revathi1 , and S. Kanaga Suba Raja , “ A Detailed Survey on Various Segmentation Techniques For Abnormal Lungs Cancer Using CT Images ” , 2024  AIP Conf. Proc. 2802, ISSN 1551-7616 , https://doi.org/10.1063/5.0182344

B. Sandhiya , S. Kanaga Suba Raja,  R. Anandha Abishek Raja , M. Ethiraj , M. Ijas Rasool ,“ Internet of things based dual axis solar tracking system” , 2024 AIP Conf. Proc. 2802, 160001 ,  ISSN 1551-7616 ,  https://doi.org/10.1063/5.0184628

S. Kanaga Suba Raja, B. Chandra  , Sharon Hajhan , Prasshanth  and Tamilvanan,  “ Pothole detection and compliant notification ”, 2024 AIP Conf. Proc. 2802, 160001 ,  ISSN 1551-7616 , https://doi.org/10.1063/5.0184610

S. Kanaga Suba Raja, B. Chandra , S. Lokeshwaran, R. Aravind ,and R. Guruprasath, “ Flood prediction using AI model ” 2024 AIP Conf. Proc. 2802, 160001 ,  ISSN 1551-7616 ,  https://doi.org/10.1063/5.0184612 

K. P. Revathi1, J. Vijayaraj  and S. Kanaga Suba Raja, “ Data hiding using optimal base algorithm for high dynamic range images with aggressive bit encoding and decomposition (abed) scheme ” 2024 AIP Conf. Proc. 2802, 160001 ,  ISSN 1551-7616 , https://doi.org/10.1063/5.0182385

S. Usha Kiruthika ,  R. S. Kumar,  S. Kanaga Suba Raja, T. Kalaiselvi , “ Improving Liveness Recognition Techniques in Iris Codes for Iris Recognition ” 2024 AIP Conf. Proc. 2802, 160001 ,  ISSN 1551-7616 , https://doi.org/10.1063/5.0181811 

S. Kanaga Suba Raja, Sobini X. Pushpa, J. Savija, A. Benham; A novel token-based             authentication algorithm for DoS attacks in wireless sensor network. AIP Conf. Proc. 21 November 2023; 2587 (1): 060003. https://doi.org/10.1063/5.0151014

S. Kanaga Suba Raja, B. Sandhiya, K. Kausalya, B. Ramya, S. Monish and R. Sai Raja Gopal, "IoT based Smart Door System for Monitoring Human Body Temperature and Face Mask Detection," 2023 International Conference on Advances in Computing, Communication and Applied Informatics (ACCAI), Chennai, India, 2023, pp. 1-6, doi: 10.1109/ACCAI58221.2023.10199273

S.KanagaSuba Raja, K. Kausalya, B. Chandra, M. V, M. S. G and H. A, "Deep Key Generation: End to End Encryption for Generic Communication," 2023 International Conference on Advances in Computing, Communication and Applied Informatics (ACCAI), Chennai, India, 2023, pp. 1-6,

 doi: 10.1109/ACCAI58221.2023.10199216

Kanaga Suba Raja.S, “Systematic Review of Deep Learning Models for Dental Images”, Proceedings of the 7th International Conference on Computing Methodologies and Communication (ICCMC-2023)DVD Part Number: CFP23K25-DVD; ISBN: 978-1-6654-6407-9. https://ieeexplore.ieee.org/document/10083729

Kanaga Suba Raja.S, “Recognition of Facial Stress System using Machine Learning with an Intelligent Alert System”, Proceedings of the 7th International Conference on Computing Methodologies and Communication (ICCMC-2023)DVD Part Number: CFP23K25-DVD; ISBN: 978-1-6654-6407-9

Kanaga Suba Raja.S, “Prognosis of Stroke using Machine Learning Algorithms”, Proceedings of the 7th International Conference on Computing Methodologies and Communication (ICCMC-2023)DVD Part Number: CFP23K25-DVD; ISBN: 978-1-6654-6407-9

Usha Kiruthika S, K. Kausalya, S. Kanaga Suba Raja, "Object Recognition in Soccer Sports Videos," 2022 Smart Technologies, Communication and Robotics (STCR), Sathyaman galam, India, 2022, pp. 1-5, doi: 10.1109/STCR55312.2022.10009543

Sandhiya B, Usha Kiruthika S, S. Kanaga Suba Raja , "Deep Learning Framework for Brain Tumor Classification through Histopathological Image," 2022 International Conference on Innovative Computing, Intelligent Communication and Smart Electrical Systems (ICSES), 2022, pp. 1-6, doi: 10.1109/ICSES55317.2022.9914065

S. Kanaga Suba Raja, Kumar R S, Balaji V and Usha Kiruthika S,(2022) Satellite Image Processing for Water Detection. ECS Transactions, 107(1), 16183.http://dx.doi.org/10.1149/10701.16183ecst

S. Kanaga Suba Raja , B. Chandra, M. Rohit, R.Sriram Vignesh, (2022) Eyeball Movement Cursor Control Using OpenCV. ECS Transactions, 107(1), 10005. http://dx.doi.org/10.1149/10701.10005ecst

S. Kanaga Suba 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

S. Kanaga Suba Raja, M. Hema, M. Pragya, A. Poomeni, and N. Vidhyalakshmi. "Resource allocation in cloud data center using dynamic resource assignment frame work." In AIP Conference Proceedings, vol. 2405, no. 1, p. 030026. AIP Publishing LLC, 2022. https://doi.org/10.1063/5.0072504

S. Kanaga Suba Raja, B. V, U. K. S and C. J. Raman, "An IoT-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.

S. Kanaga Suba Raja, V.Balaji, " Sensor based learning device for children with autism," Materials Today: Proceedings, 2022, ISSN 2214-7853, Volume 50, part-3,pp.307-311                https://doi.org/10.1016/j.matpr.2021.07.380

S. Kanaga Suba Raja, A. Bamila Virgin Louis and G. Arul Dalton, "Resource Allocation in Device to Device Communication using Dynamic Programming," 2021 International Conference on Emerging Smart Computing and Informatics (ESCI), 2021, pp. 780-785, doi: 10.1109/ESCI50559.2021.9396996

U. Kiruthika, S. Kanaga Suba Raja, C. J. Raman and V. Balaji, "A Novel Fraud Detection Scheme for Credit Card Usage Employing Random Forest Algorithm Combined with Feedback Mechanism," 2020 International Conference on Power, Energy, Control and Transmission Systems (ICPECTS), 2020, doi: 10.1109/ICPECTS49113.2020.9337045

L. Priya, A. Sathya and S. Kanaga Suba 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

U. Kiruthika, S. Kanaga Suba 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

S. Kanaga Suba 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

T. R. Kumar, G. R. Suresh and S. Kanaga Suba 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

R. S. Selvi, R. Kishore, G. R. Suresh and S. Kanaga Suba 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

S. Kanaga Suba 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

SCOPUS-INDEXED BOOK CHAPTERS

Abishegan, M., Kanaga Suba Raja, S. (2025). Improving Predictive Analysis Through Integrated Transfer Learning: Leveraging Fine-Tuning and Model Stacking Techniques. In: Hassanien, A.E., Anand, S., Jaiswal, A., Kumar, P. (eds) Innovative Computing and Communications. ICICC 2025. Lecture Notes in Networks and Systems, vol 1432. Springer, Singapore

https://doi.org/10.1007/978-981-96-6715-4_20

Jagadeesh Kannan, R., Raja, S.K.S., Jayanth, S., Amrish, S. (2025). Sono Sync: Intelligent Traffic Optimization System for Hairpin Bends. In: Hassanien, A.E., Anand, S., Jaiswal, A., Kumar, P. (eds) Innovative Computing and Communications. ICICC 2025. Lecture Notes in Networks and Systems, vol 1432. Springer, Singapore. https://doi.org/10.1007/978-981-96-6715-4_23

Chowdhury, A.S., Kanaga Suba Raja, S., Mazumder, S., Kumar, K.N. (2025). Modern Neuro-Fuzzy Soft Computing Models for Pile Foundation Bearing Capacity: A Comparison of ANFIS and PSO-ANFIS. In: Hassanien, A.E., Anand, S., Jaiswal, A., Kumar, P. (eds) Innovative Computing and Communications. ICICC 2025. Lecture Notes in Networks and Systems, vol 1432. Springer, Singapore. https://doi.org/10.1007/978-981-96-6715-4_8

Jagadeesh Kannan, R., Raja, K.S., Guhanand, S., Aadhithya, P. (2025). Artificial Intelligence Enhanced Virtual Reality Therapy: A Personalized Approach to Post-traumatic Stress Disorder. In: Hassanien, A.E., Anand, S., Jaiswal, A., Kumar, P. (eds) Innovative Computing and Communications. ICICC 2025. Lecture Notes in Networks and Systems, vol 1439. Springer, Singapore

https://doi.org/10.1007/978-981-96-7137-3_13

Jagadeesh Kannan, R., Kanaga Suba Raja, S., Kamalaadhithyan, K., Dharun Raagav, R.R. (2025). Enhancing Product Interaction Ratings Through Emotion Detection Techniques. In: Hassanien, A.E., Anand, S., Jaiswal, A., Kumar, P. (eds) Innovative Computing and Communications. ICICC 2025. Lecture Notes in Networks and Systems, vol 1439. Springer, Singapore. https://doi.org/10.1007/978-981-96-7137-3_12

Jeyajeev, V., S. Kanaga Suba Raja, and S. P. Thirumukhil. "Enhancing VPN Security: A Comparative Study of LSTM and GRU Models." In Navigating Computing Challenges for a Sustainable World, edited by Anchit Bijalwan, 265-286. Hershey, PA: IGI Global, 2025. https://doi.org/10.4018/979-8-3373-0462-5.ch017

Kanaga Suba Raja, S., S. Dharun Kumar, and R. Sakthisri. "Advanced Potato Leaf Disease Classification Using YOLOv9: A Deep Learning Approach." In Navigating Computing Challenges for a Sustainable World, edited by Anchit Bijalwan, 245-264. Hershey, PA: IGI Global, 2025. https://doi.org/10.4018/979-8-3373-0462-5.ch016

Asha, V., and Kanaga Suba Raja S. "A Comprehensive Approach Enhancing Home Automation Security With Artificial Intelligence Firewalls: Design and Evaluation." Navigating Computing Challenges for a Sustainable World, edited by Anchit Bijalwan, IGI Global, 2025, pp. 49-76. https://doi.org/10.4018/979-8-3373-0462-5.ch004

Akash Sankar, S. Kanaga Suba Raja, and S. P. Thirumukhil. "Enhancing Multimodal Transportation through AIoT Integration Challenges and Opportunities." AIoT Auerbach Publications, 2025: 382-404

Dawale, Shreya Vilas, S. Kanaga Suba Raja, and R. V. Darsan. "Urban Living through AIoT Integration in Smart Cities." AIoT. Auerbach Publications, 2025. 312-339.

https://doi.org/10.1201/9781003482338-17

Senthilkumar, P., Asha, V., Kanaga Suba Raja, S., Samuel Peter James, I. (2024). “Enhancing DNS and IoT Firewall Rule-Based Algorithms and Techniques”. In: Kumar, S.R., Kadry, S., Gayathri, N., Chelliah, P.R. (eds) Proceedings of the First International Conference on Data Engineering and Machine Intelligence. ICDEMI 2023. Lecture Notes in Electrical Engineering, vol 1261. Springer, Singapore

https://doi.org/10.1007/978-981-97-7616-0_4

Murugan Subramanian, S.Kanaga Suba Raja, A. Sampath Kumar, Manikandan Ramachandran, Ambeshwar Kumar (2024) “Wearable Sensor-Based Monitoring and Classification Using Deep Learning For Personalized Healthcare” (2024) Handbook of Research on Artificial Intelligence and Soft Computing Techniques in Personalized Healthcare Services, pp. 209-227. DOI: 10.1201/9781003371250-12, Apple Academic Press Publishing, ISBN: 9781000844276; 9781774913383.

A.Sathya, S. Kanaga Suba Raja (2023) “Cloud Assisted Data Storage in e-Healthcare System”, Chapter 12 in Resource Management in Advanced Wireless Networks, Scrivener Publishing LLC, ISBN: 9781119827603 https://doi.org/10.1002/9781119827603.ch12

Sandhiya, B., Kanaga Suba Raja, S. (2023). Multi-classification of Brain Tumor MRI Images Using Deep CNN Features and ML Classifiers. In: Kannan, R.J., Geetha, S., Sashikumar, S., Diver, C. (eds) International Virtual Conference on Industry 4.0. IVCI 2021. Lecture Notes in Electrical Engineering, vol 1003. Springer, Singapore. https://doi.org/10.1007/978-981-19-9989-5_13

Kausalya, K., Kanaga Suba Raja, S. (2023). Athlete Action Recognition in Sports Video: A Survey. In: Kannan, R.J., Geetha, S., Sashikumar, S., Diver, C. (eds) International Virtual Conference on Industry 4.0. IVCI 2021. Lecture Notes in Electrical Engineering, vol 1003. Springer, Singapore. https://doi.org/10.1007/978-981-19-9989-5_14

Murugan, S., Sampathkumar, A., S. Kanaga Suba Raja., Ramesh, S., Manikandan, R., Gupta, D. (2022). Autonomous Vehicle Assisted by Heads up Display (HUD) with Augmented Reality Based on Machine Learning Techniques. In: Hassanien, A.E., Gupta, D., Khanna, A., Slowik, A. (eds) Virtual and Augmented Reality for Automobile Industry: Innovation Vision and Applications. Studies in Systems, Decision and Control, vol 412. Springer, Cham. ISBN: 978-3-030-94101-7. https://doi.org/10.1007/978-3-030-94102-4_3

C.J. Raman, S. Usha Kiruthika, L. Javid Ali, S. Kanaga Suba Raja (2021) “Blockchain Technology for Privacy and Security Issues and Challenges in IOT-Based Systems”, Chapter 10 in Blockchain for Information Security and Privacy, Taylor & Francis Group, ISBN: 9781003129486. https://doi.org/10.1201/9781003129486

Inspiring Research Supervisor Award Madras Journal Series Pvt Ltd 2020

Innovative Technological Research and Dedicated Best Academician Award The society of Innovative  Educationalist and Scientific Research Professional 2020

Outstanding Faculty in Computer Science and Engineering Venus International Foundation 2019

• Acted as a convenor for A 21Days Online International Faculty Development program on Data Science tools from 12th July to 1st August 2023.

• Acted as a convenor for A 15 Days Online International STTP on Empowering the Future: AI, Deep Learning and Machine Learning for Innovation and Transformation 2023.

• Acted as a convenor for A National workshop on Three Days DevOps Tools from 13th September to 15th September 2023.

• Acted as a convenor for Three Days Industry Academia Campus Connect with Agile Network from 12 November 2022 to 14 November 2022

• Acted as a convenor for Two days’ national workshop on Cyber Security Tools and Ethical hacking from 1st November 2022 to 2nd November 2022.

• Acted as a convenor for Two Weeks International Faculty Development Programme on Data Science Tools from 7th October to 20th October 2022.

• Acted as a convenor for Two Days’ International Virtual Conference on Machine Learning Applications in Applied Sciences and Mathematics (IVCMASM 2022) from 30th march to 31st march 2022.

• Acted as a convenor for National Level Technical Training Workshop for School and Polytechnic college students from 27th December to 1st January 2022.

• Acted as a convenor for Two Weeks International Faculty Development Programme on Technological insights on IoT, AI & DS from 18th August to 28th August.

• Acted as a convenor for International E- Conference on Information, Communication and Networking (EICICN 2021) from 09th April and 10th April 2021.

• Acted as a convenor for Two Days’ International E- Conference on Information, Communication and Networking (EICICN 2020) from 10th July and 11th July 2020.

• Acted as a convenor for A 8 days International Faculty Development Programme on Internet of Things from 18th July to 25th July 2020.

• Acted as a convenor for National Conference on Information, Communication and Networking (NCICN 2014) from 4 April 2014.

• Acted as a convenor for National Conference on Information, Communication and Networking    (NCICN 2013) from 3 April 2013.

• Acted as a convenor for National Conference on Information, Communication and Networking (NCICN 2012) from 4 April 2012.

• Professor & Head -Department of Computer Science and Engineering, SRM Institute of Science and Technology, Tiruchirappalli(formerly known as SRM University), May 2023- till date

• Professor & Head - Department of Artificial Intelligence and Data Science, Easwari Engineering College Chennai, (2021 – 2023)

• Associate Professor - Department of Information Technology, Easwari Engineering College Chennai, (2014 - 2021)

• Assistant Professor - Department of Information Technology, Easwari Engineering College Chennai, (2011-2014)

• Lecturer – Department of Computer Science and Engineering, The Indian Engineering College – Tirunelveli, Anna University, (2006 -2011) 

• Research Experience: 10 Years 

• Teaching Experience :18 Years 

● Institution of Engineering and Technology - (IET)

● Member of Indian Society for Technical Education - (MISTE)

● International Associations of Computer Science and Information -
       (IACSIT)

● Computer Science Teachers Association - (CSTA)

● International Association of Engineers - (IAENG)

● Institute of Advance Education and Research - (IAER)

● Indian Science Congress Association - (ISCA)

Funded Research Projects: (Worth – Rs 17,00,000)

•  Fund received Rs. 17,00,000 from MSME Idea hackathon 1.0 for the project title “AI-based Vehicle Parking System for smart cities”.