Journal Publications (SCI)

Valarmathi, P., Suganya, Y., Saranya, K.R. et al. Enhancing parkinson disease detection through feature based deep learning with autoencoders and neural networks. Sci Rep 15, 8624 (2025). https://doi.org/10.1038/s41598-025-88293-w

P. Sivaprakash, S. Shanmuga Priya, et.al Patent search classification model for service robots field using deep learning approach in international journal of robotics and automation Acta press Dec (2024) doi: 10.2316/j.2024.206-0935 

Shanmuga Priya, Saranya et.al Advanced waste seclusion and chucking system using deep learning techniques in international journal electrical systems published issn: 11125209 doi: https://doi.org/10.52783/jes.2391

S. Shanmuga Priya et al., “Secure Key Management Based Mobile Authentication in Cloud,” Comput. Syst. Sci. Eng., vol. 43, no. 3, pp. 887–896, 2022. https://doi.org/10.32604/csse.2022.021845.

D. Yuvaraj S. Shanmuga Priya et al.,“Novel DoS Attack Detection Based on Trust Mode Authentication for IoT,” Intell. Automat. Soft Comput., vol. 34, no. 3, pp. 1505–1522, 2022. https://doi.org/10.32604/iasc.2022.022151

Chandrasekar, V. Sureshkumar, T. Satish Kumar, S. Shanmugapriya,Disease prediction based on micro array classification using deep learning techniques,Microprocessors and Microsystems,Volume 77,2020

S. Navaneetha Krishnan  Shanmuga Priya et al., Enhanced Route Optimization for Wireless Networks Using Meta-Heuristic Engineering, Comput. Syst. Sci. Eng., vol. 43, no. 1, pp. 17–26, 2022. https://doi.org/10.32604/csse.2022.021590

Shanmuga Priya, Valarmathi A The personal authentication service and security enhancement for optimal strong password Concurrency and Computation practice and experience Wiley (2018) https://doi.org/10.1002/cpe.5009

Shanmuga Priya, Valarmathi AEfficient fuzzy c-means based multilevel image segmentation for brain tumor detection in mr images design automation for embedded systems ( 2018)  https://doi.org/10.1007/s10617-017- 9200- 1 

List of Scopus Publications

Dutta, A., Kumar, S., Shanmuga Priya S. et al. Radicalized family of hyperbolic secant (RadSech) as an activation function. Iran J Comput Sci (2025). https://doi.org/10.1007/s42044-025-00345-6  

Dutta, A., Lakshmanan, K., Karthik, R. Shanmuga Priya S. An ellipsoid restrictive region-based regularization for regression analysis. Int. j. inf. tecnol. 17, 1865–1871 (2025)

https://doi.org/10.1007/s41870-024-02282-2

Nagaraj, S., Sivakumar, S.P., Annabel, L.S.P. et al. Utilising SkyScript for Open-Vocabulary Categorization, Extraction, and Captioning to Enhance Multi-Modal Tasks in Remote Sensing. Remote Sens Earth Syst Sci 7, 149–158 (2024). https://doi.org/10.1007/s41976-024-00113-3

Shaik, R.K., Priya, S.S., Saranya, N. et al. Cutting-Edge Climate Analysis: Combining MLP-GRU and Remote Sensing Technologies. Remote Sens Earth Syst Sci 7, 348–363 (2024)

https://doi.org/10.1007/s41976-024-00128-w

S. M. . Abas, S. F. . Noori, D. . Yuvaraj, and S. S. . Priya, “Quantum Computing-Inspired Genetic Algorithm for Network Optimization in WSN”, Int J Intell Syst Appl Eng, vol. 12, no. 15s, pp. 188–194, Feb. 2024 https://ijisae.org/index.php/IJISAE/article/view/4733

Rasheed, B. H. ., Yuvaraj, D. ., Alnuaimi, S. S. ., & Priya, S. S. . (2024). Automatic Speech Emotion Recognition Using Hybrid Deep Learning Techniques. International Journal of Intelligent Systems and Applications in Engineering, 12(15s), 87–96. Retrieved from https://ijisae.org/index.php/IJISAE/article/view/4719

Yuvaraj .D, Nageswara Rao M .V, Shanmuga priya S Design of Arrow Shaped Microstrip Patch Antenna for X and Ku Band Applications The Electrochemical Society ECS Transactions, Volume 107, Number 1 DOI 10.1149/10701.12901ecst

P. Sudhakaran, S. Swaminathan, D. Yuvaraj, and S. Priya, “Load Predicting Model of Mobile Cloud Computing Based on Glowworm Swarm Optimization LSTM Network”, Int. J. Interact. Mob. Technol., vol. 14, no. 05, pp. pp. 150–163, Apr. 2020 DOI:https://doi.org/10.3991/ijim.v14i05.13361

Shanmuga Priya, Valarmathi Enhanced Mutual Authentication System in Mobile Cloud Environments International Journal of Engineering & Technology 7(3):192-197 (2018) DOI:10.14419/ijet.v7i3.34.18962

Shanmuga Priya, Valarmathi Brain Tumor Detection and Disease Prediction using CNN Algorithm April 2020. Test Engineering And Management 82 (2020):13376 -13381

List of International/National Conferences

Cutting-Edge Deep Learning Techniques in Plant Disease Detection: A Systematic Review Proceedings of the Fourth International Conference on Ubiquitous Computing and Intelligent Information Systems (ICUIS-2024) IEEE Xplore Part Number: CFP24UG3-ART; ISBN: 979-8-3315-2963-3 (2025)

An Adaptable Cyber-Physical System Against Qualified FDIA Using an SVM Mode International Conference on Inventive Systems and Control (ICISC) JCT College Coimbatore (2025)

Stacked Sparse Autoencoder Architecture for Test Pattern Based VLSI Fault Detection 16th International IEEE conference on computing computation and networking technologies IIT – Indore, Madhya Pradesh (2025)

An innovative fault Injection detection using WIFI jammer based control protocol in integrated computational physical components 4th International Conference on Advances in Computing, Communication and Applied Informatics (ACCAI 2025)

A Comparative Study On The Development Of A Model That Uses Deep Learning for  detecting diseases in plant organisms  Recent Trends in Artificial Intelligence and Cyber Security and Embedded Systems (ICRTACES ‘24)

Intelligent vehicle Management systems using IoT ,IEEE Xplore 5th International conference on Electronics and Sustainable Communication Systems(ICESC 2024)

Bringing Them Home : The Role of Azure Face API in Finding Missing Person ICMCSI 2024 Thirbhuvam University Nepal 18th -19th Jan 2024 DOI   10.1109/ICMCSI61536.2024.00017

Cybersecurity Measures Using Machine Learning for Business Applications Dec 2023 4th International Conference on Computation, Automation and Knowledge Management (ICCAKM) 10.1109/ICCAKM58659.2023.10449580

Machine and Deep Learning Classifications for IoT-Enabled Healthcare Devices Dec 2023 4th International Conference on Computation, Automation and Knowledge Management 10.1109/ICCAKM58659.2023.10449580

 Prioritization of medical data transmission over iot environment in international conference on computer science and software engineering(csase) on 15th to 17th march 2022 in duhok, kurdistan region, iraq. Doi: 10.1109/csase51777.2022.9759820, pg 306-311 . Added in ieee explore 25th april 2022

Machine learning based ddos detection in international conference on emerging smart computing & informatics on 12th to 14th march 2020 in aissms institute of information technology, pune . Doi: 10.1109/esci48226.2020.9167642 . Added in ieee explore

Image denoising with linear and non-linear filters (scopus indexed) in international conference on computational intelligence and knowledge economy (iccike) 2019 11th to 12thdecember 2019 in amity university, dubai. Doi: 10.1109/iccike47802.2019.9004429. Added in ieee explore 20th feb 2020 

Brain Tumor Detection and Disease Prediction using CNN Algorithm in International Conference on Artificial Intelligence and Machine Learning at Sathyabama University 5th    April 2019.

Home and office automation system using human activity recognition in international conference on communication and signal processing added in ieee explore(iccsp-2017)6th to 8th april 2017 in adiparasakthi engineering college.doi. 10.1109/iccsp.2017.8286463

Detection of Affected Cluster Using Interactions Keymeans for Brain Tumor” in International Conference on Emerging Trends in Engineering and Technology at Nandha College of Technology on16th March 2019

Identity based network security commercial chain block” in National Conference on Power Electronica and Drives at Alagappa Chettiar Government College of Engineering and Technology, Karaikudi, TEQIP-III Sponsored on27th March 2019

SWT Based Multilevel image segmentation for Brain Tumor Detection in MR Images in the International Conference on Recent Research Engineering &Technology at Cheran College of Engineering 15th& 16th March 2018

The Personal Authentication Service and Security Enhancement for optimal strong password in the International Conference on Recent Research Engineering & Technology at Cheran College of Engineering 15th& 16th March 2018

Enhanced Mutual Authentication System in Mobile cloud Environments in International Conference on Internet of Things and Challenges at Vel Tech Multi Tech Dr.RangarajanDr.SakunthalaEngg college Chennaion 14th and 15th Dec 2017

Improved Algorithm to Identify the images in Underwater in International Conference on computing, communication and Automation at Indra Ganesan College of Engineering 7th& 8thApril 2017

Survey on identification of brain tumor in International Conference on computing, communication and Automation at Indra Ganesan College of Engineering 7th& 8th April 2017

Cloud computing and Security Issues” in the National Level Conference at Easwari Engineering College  Chennai on 17th April 2012

Security issues in cloud computing in International Conference at PSNA Engineering college Dindingul on 22nd Feb 2012 on Computing, Communication and Application

Two Factor Authentication in the National Level Conference on Emerging Technologies & Advanced Computing at KSR College of engineering Tiruchengode on 10th Feb 2012

Books/Book Chapter Published 

Dr.Gaurav Srivastava,Dr. S.Shanmuga Priya IOT-Smart Grid Management –Fundamentals Scientific International Publishing House ISBN : 978-93-5757-597-3 2023

Dr. R.Senthamil Sevi, E.Shapna Rani , Dr. S.Shanmuga Priya, S.Ranjani  “Concept of Cloud Computing” in Iterative International Publisher  2023 ISBN 978-93-5747-122-0

L.Mary Gladance, S.Shanmuga Priya “Pattern Mining—FTISPAM Using Hybrid Genetic Algorithm” Part of the Decision Advance soft computing Techniques in Data Science, IoT and cloud computing  (volume 89) ISBN 978-981-15-1451-7  Nov 2021, Pg: 353-371 https://doi.org/10.1007/978-3-030-75657-4_1

M.Sivaram, S.Shanmuga Priya “Decision Support System for Determining Academic Advisor Using Simple Additive Weighting”  Cognitive Informatics and Soft Computing pp 149-156 Part of the Advances in Intelligent Systems and Computing book series (AISC, volume 1040) ISBN 978-981-15-1451-7  

https://doi.org/10.1007/978-981-15-1451-7_16 , 15 Jan 2020.

Patents

Patent Application No. 202041026649 “Stress Detector and Reducer Wearable Device Using Iot” Published on 10-07-2020

Patent Application No. 202041032610 “Mrdoctor an Intelligent Medicine Box for Elderly People” Published on 21-08-2020

Patent Application No. 394706-001 “Iot Based Air Quality Index Measuring Device” published on 30-10-2023

Patent Application No. 202341067236A Artificial Intelligence Based Automatic Healthcare Management System For Detection And Prevention Of Pancreatic Cancer Using Multi Detector Computed Tomography, Image Processing And Machine Learning Algorithms published on 24-11-2023

Successfully completed Data Science for Engineers course in NPTEL during Jun to Oct 2024.

Successfully completed Designing Learner-Centric MOOCs course in NPTEL during Jan to March 2024.

Successfully completed Designing Learner-Centric MOOCs course in NPTEL during Jan to March 2024.

Acted as a mentor from SRM IST TRICHY, at the Dark Patterns Buster Hackathon (DPBH-2023).

Lecture given on Routing and Data Link Layer in CARE college of Engineering for the students on 25-4-2024

Presented a paper for Research Day held on 04th March 2024 at SRM Institute of Science & Technology, Kattankulathur, Chennai

Organized 5 days FDP on Salesforce Platform Developer1 in SRM IST Trichy during 30-10-23 to -3-11-23.

Successfully completed The Joy of Computing Using Python course in NPTEL during July to October 2023

Lecture given on Cyber Security Challenges in SRM TRP Engineering College for the students on Sep 2023.

Lecture given on JAVAFX event handling in CARE college of Engineering for the students on 08-9-23.

Successfully completed the Accreditation and Outcome Based Learning course in NPTEL during August to October 2023.

Successfully completed the Software Testing course in NPTEL during July to August 2023

Lecture given on “Role of 5G in IOT” organized by Motital Nehru Government Polytechnic College,Puducherry AICTE sponsored Faculty Development Programme 

Lecture given on “Realization of AWT and Swing in Java” organized by SACS MAVMM Engineering College, Madurai 

Received NPTEL Elite and Mentor Certificates.

Produced 100% result in Software Architecture in the academic year 2017-2018 even semester, Computer Networks in the academic year 2016 Odd semester, & Operating System in the academic year 2015-2016 even semester.

Participated

FDP on Data Science for Engineers course  during Jun to Oct 2024.through IIT Madras, NPTEL- AICTE

FDP on “Recent Advancements in Machine Learning and Deep Learning”organized by Pencil Bitz Academy

FDP on “ Designing Learner-Centric MOOCs course during Jan to March 2024. ” through IIT Madras, NPTEL- AICTE

FDP on “ TensorFlow for Machine Learning ” through ICT academy from 18th Nov  to 22 Nov 2024.

FDP on Accreditation and Outcome Based Learning in  NPTEL during Aug to October 2023

FDP on “Data Science Tools” at SRMIST Tiruchirappalli Campus from 12th July to 1st Aug 2023.

STTP on “Empowering the Future: AI, Deep Learning and Machine Learning for Innovation and Transformation” at SRMIST Tiruchirappalli Campus from 24th July to 9th Aug 2023.

Participated in the STTP on "Machine Learning & Deep learning with Data science" organized by the Department of CSE, AI&DS, CARE College of Engineering  from 17/07/2023 - 21/07/2023

FDP on “Data Science” at CARE College of Engineering from 1st Aug to 5th Aug 2022.

Seminar on “Docker Introduction and Implementation” at Sathyabama University on 8th may 2020.

FDP on “Selenium Automation Testing for Corporate Level Test Environment” at Kongunadu Engineering College from 02 to 06 June 2020.

FDP on “R Programming” at Sri Krishna Arts and Science College, Coimbatore FROM 19th April to 24th April 2020.

Seminar on “Latest Technologies In Stack Development” at Sathyabama University on 7th may 2020.

FDP on “Data Driven Innovation”, at Sathyabama University from 2nd June to 6th June 2020.

FDP on “Introduction to Big Data Analytics “at MIET Engineering College organized by ICT Academy on 13th and 14th may 2019.

Academic Experience:

1. Current Position:Assistant Professor  at Department of Computer Science and Engineering, SRM Institute of Science and Technology, Tiruchirappalli Campus (Since June 2023).

2. Associate Professor from 01-11-2019 – 08-06-2023 at M.I.E.T Engineering College, Trichy

3. Assistant Professor from 24-05-2011 – 31-10-2019 at M.I.E.T Engineering College, Trichy

4. Assistant Professor from 19-04-2007 – 29-01-2011 at VIT University Vellore

5. Lecturer from 15.04.2006 - 04.04.2007 at Sathyabama University Chennai

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