Faculty

Core Research Domains:

• Wireless Sensor Networks
• Blockchain
• Artificial Intelligence and Machine Learning

Research Focus:

• Domain: Artificial Intelligence, Machine Learning & Cybersecurity
• Technologies: Blockchain, Internet of Things (IoT), Deep Learning & Data Analytics
• Research Area: Vehicular Ad Hoc Networks (VANETs), Intelligent Networks & Network Security
• Applications: Smart Agriculture, Healthcare, Critical Infrastructure & Intelligent Transportation Systems

Journals and Conferences:

Journals

• K. Deepthi Reddy, N. Pushpalatha, Venkata Ramana M., Pallapati Ravi Kumar, J. Manoranjini, E. Gurumoorthi, Puligilla Sridevi., “CNN Based Multi-Feature Fusion with Metaheuristic Algorithms for Effective Feature Extraction and Classification OF 2D Echo Cardiovascular Diseases”, SSRG International Journal of Electronics and Communication Engineering, vol. 12,  no. 3, pp. 171-178, March 2025. (Scopus)
• Dr. G. Revathy, Dr R.Madonna Arieth, Dr. N. Gayathri Devi & Dr. E. Gurumoorthi, “Financial Planning & Assistance with Naha Chatbot”, Library Progress International, Vol. 44 No. 3, JUL-DEC 2024 (Scopus)
• Dr.S.Balamurugan, Dr.E.Gurumoorthi, , P. P. Devi and Dr.R.Maruthamuthu, “Impact of nutrients in food quality and safety by machine learning classifier using internet of things”, International Journal of Information Technology, March 2024. (Springer, Scopus)
• B.Shanmukh, M.V.Goutham, K.Srija and Dr.E.Gurumoorthi, “MOODFLIX: Movie Recommender using Facial Expression Recognition”, Journal of Nonlinear Analysis and Optimization, Vol. 15, Issue. 1, No.15, 2024 (UGC Care)
• N.Sahithi, N.Akshaya, P.Apoorva, and Dr.E.Gurumoorthi, “Opinion Mining and Emotion Classification on Airline Review”, Journal of Nonlinear Analysis and Optimization, Vol. 15, Issue. 1, No.15, 2024 (UGC Care)
• Nethi Pranav, M. Sri Kruthi, S. Sharani Reddy, and Dr.E.Gurumoorthi, “Safeguarding Financial Security using Decision Tree and Random Forest in Credit Card Fraud Prevention”, Journal of Nonlinear Analysis and Optimization, Vol. 15, Issue. 1, No.15, 2024 (UGC Care)
• Dr.E.Gurumoorthi, S.Balamurugan, Dr.R.Maruthamuthu and Dr.N.Naveen Kumar, “The Outlook of Food Industry: Effectual Traceability Practice in Supply Chain Management using Internet of Things”, Grenze International Journal of Engineering and Technology, Jan 2023(Scopus).
• G Revathy, Gurumoorthi E, M. C. Savithri and S.D. Prabu, “Ensembling Ml Models for Advancement in Wmn”, NeuroQuantology : an interdisciplinary journal of neuroscience and quantum physics, Vol. 20(8) July 2022.(WoS / PubMed).
• S. Balamurugan, Dr. Aurchana and Dr. E. Gurumoorthi, Augmentation of decision tree characteristics for agri-food supply chain using internet of things, International journal of Research in Management Social Science, Vol. 10(1) March 2022. pp.34.
• Dr.E.Gurumoorthi, Akula Prathyusha, M Ganesh Tarun, Rithivik, securing data in Internet of Things (IoT) using Cryptography and Steganography Techniques, International journal of Techo-Engineering, Vol. 13(2) June 2021. (UGC Approved)
• Dr.E.Gurumoorthi, Sahith Goud, Muda Yamini, Sai Pravalika, Enhanced Farming using ML based on Machine Learning, International journal of Creative Research Thoughts (IJCRT), Vol. 9(6) June 2021. (UGC Approved)
• Dr. E. Sophiya, Dr. E. Gurumoorthi, J. Vijayabarathy, M. Jothimani., An Efficient C4.5 Algorithm based Heuristic to Endure Sustainability in Multi-Tier Agri Food Supply Chain, Journal of Information Technology in Industry, Vol. 9(3) 2021. pp. 614-617 (ESCI)
• A. Ramalingam, E. Gurumoorthi, A. Ayyasamy, K. Vivekanandan, and V.S.K. Venkatachalapathy., Enhanced Location Aided Routing In Vehicular Ad hoc Networks Using Cat Swarm Optimization, Journal of Critical Reviews, Vol. 7(16) 2020. pp. 3585-3594 (Scopus Indexed)
• Gurumoorthi, E. and Ayyasamy, A., Performance analysis of Geocast based location aided routing using Cache agent in VANET, International Journal of Information Technology, pp. 1-12, 2019. (Springer, Scopus)
• Gurumoorthi, E. and Ayyasamy, A., Cache agent based location aided routing using distance and direction for performance enhancement in VANET, Telecommunication Systems, pp. 1-14, 2019. (SCIE, Springer)
• Gurumoorthi, E. and Ayyasamy, A., Cache Agent Based Location Aided Routing Protocol Using Direction for Performance Enhancement in VANET, Wireless Personal Communications, Vol. 109(2), pp. 1195-1216, 2019 (SCIE, Springer)
• Gurumoorthi, E. and Ayyasamy, A., An Intelligent Fuzzy Based Location Aided Routing in Vehicular Ad Hoc Networks, International Journal of Innovative Technology and Exploring Engineering (IJITEE), Vol. 8(11), pp. 1946-1955, 2019 (Scopus Indexed)
• Gurumoorthi, E. and Ayyasamy, A., A comprehensive study for Geocast routing and its tool on VANET, International Journal of Pure and Applied Mathematics, Vol. 117(15), pp. 1177-1184, 2017 (Scopus Indexed)
• G. Victoreia, D. Yazhini, G. Parameswari, E. Gurumoorthi and G. Vijayabarathy, Driver Fatigue Monitoring System Using Eye Closure, International Journal of Modern Engineering Research, Vol. 4 (11), pp 26-31, Nov 2014
• G. Kavitha and E. Gurumoorthi, Robust and Radial Image Comparison using Reverse Image Search, International Journal of Modern Engineering Research, Vol. 4 (5), pp 1-9, May 2014
• Balamurugan, Gurumoorthi, Vasuki and Angayarkanni, A Case Study for Improving the Performance of Web Application, International Journal of Web Technology, Vol.02(1), pp. 17-20, 2013.
• S. Balamurugan, E. Gurumoorthi, R. Ramakrishanan and M. Vasuki, Analysis of Integrating RFID Technology in B2B applications, International Journal of Advanced and Innovative Research, Vol. 2(4), April 2013
• E. Gurumoorthi, S. Balamurugan, G. Vijayabarathi and R. Anbarasan, A Comparative Approach on Steganography Tools, International Journal of Advanced and Innovative Research, Vol. 2(3), March 2013
• P. Sasikala, N. Nirosha, E. Gurumoorthi and J.VijayaBarathi, Identification Of Gender And Face Recognition Using Adaboost And SVM Classifier, International Journal Of Engineering And Computer Science, Vol. 3(11), pp. 9305-9312, November, 2014.

• Gurumoorthy, C. JothiLakshmy and S.Raji, Finding the Optimal Path Using MODBC, International Journal of Innovative Science, Engineering & Technology, Vol. 1(9), pp. 594-600, November 2014.

Conferences:

• Chinta Gouri Sainath, Ramarao Vangapandu, D. V. Sudarsan Reddy, Elguri Shravan Kumar, & Dr.E. Gurumoorthi, (2025, June). Phishing URL Detection Framework with SHAP Based Feature Selection, Risks, 8th International Conference on SOFT COMPUTING AND SIGNAL PROCESSING (ICSCSP-2025), Malla Reddy College of Engineering & Technology, Hyderabad,JUNE 20-21, 2025. (Springer)
• M.Seshanna, G.Anudeep Goud, Rajasekar Thota, Dr.S.Balamurugan, & Dr.E.Gurumoorthi (2025, June). Blockchain based Location Aided Routing to alleviate the various VANET Security Risks, 8th International Conference on SOFT COMPUTING AND SIGNAL PROCESSING (ICSCSP-2025), Malla Reddy College of Engineering & Technology, Hyderabad,JUNE 20-21, 2025. (Springer)
• Dilshad, S. K., Laxmaiah, B., Ravi, C. N., Soujanya, M., Kirubakaran, S., & Gurumoorthi, E. (2025, May). Web Application-Based Cloud Computing Analysis in Digital Marketing: A Study for Management Students. In International Conference on Soft Computing and Pattern Recognition (pp. 388-397). (Springer)
• Dr.M.S.Nidhya, Dr.E.Gurumoorthi, (2025, March), Comparison of SVM and Random Forest for Detection of Malicious Node in Wireless Sensor Networks”, in 2nd International Conference on Machine Learning and Autonomous Systems ICMLAS 2025 organized by Stamford International University. (IEEE, Scopus).
• Dr.M.S.Nidhya, Dr.E.Gurumoorthi, Dr.M.Babu, A.C.Charumathi, (2025, February), Cluster head selection algorithm using Machine Learning”, In 4th International Conference on Sentiment Analysis and Deep Learning ICSADL 2025 organized by Western University. (IEEE, Scopus).
• G Revathy, E.Gurumoorthi, S.Visalatchy, B.RajaRajeswari, (2025, January) Computational Intelligence for Leaf Disease Monitoring using UAV Images. In 2025 International Conference on Information Technology and Artificial Intelligence (ITAI 2025) (Springer, Scopus).
• Tiwari, R., Rani, G. S., Raju, K. S., Okali, R., Gurumoorthi, E., & Sarkar, N. (2024, June). Employing SVM and ANN for Feature Selection in Network Intrusion Detection Analysis. In International Conference on Frontiers of Intelligent Computing: Theory and Applications (pp. 379-389). (Springer)
• Shah, S. K., Kumar, N. S., Gurumoorthi, E., Shnain, A. H., Kumar, A., & Nandhini, T. J. (2024, May). A Detailed Analysis of Speculative Based Algorithm Implementation for Modish House. In 2024 4th International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE) (pp. 984-987). (IEEE, Scopus).
• Gangaram, G., Ranjith Reddy, K., Sree Saranya, B., Ravi, C. N., Gurumoorthi, E., & Kirubakaran, S. (2023, December). Relevant Product Recommendation for Social Network Using Supervised Learning Algorithm Classifier. In International Conference on Soft Computing and Pattern Recognition (pp. 334-341). (Springer)
• Kalaiselvan, S.A., Kesavan, R., Somasundaram, Gurumoorthi, E., Hybrid Optimized Energy Efficient Routing Protocol for Underwater Acoustic Sensor Networks Based on Grey Wolf and Bat Algorithms, 2023 IEEE International Conference on Research Methodologies in Knowledge Management, Artificial Intelligence and Telecommunication Engineering, RMKMATE 2023 (IEEE, Scopus).
• Kathiresan, C., Gurumoorthi, E., Disaster Management in Structural Safety analysis for Post-earthquake using Deep learning Framework, 2023 IEEE International Conference on Research Methodologies in Knowledge Management, Artificial Intelligence and Telecommunication Engineering, RMKMATE 2023 (IEEE, Scopus).
• E. Gurumoorthi, Chinta Gouri Sainath, U. Hema Latha & G. Anudeep Goud, Trust and Secured Routing in Mobile Ad Hoc Network Using Block Chain, International Conference on Soft Computing and Signal Processing, ICSCSP 2023: Soft Computing and Signal Processing, Lecture Notes in Networks and Systems book series (LNNS,volume 840) (Springer, Scopus)
• Revathy, G., Gurumoorthi, E., Sasikala, C., Latha, T.M., Training superbot with learning automata and multi kernel SVM, AIP Conference Proceeding, 2023 (Scopus)
• Dr.S.Balamurugan, Dr.P.Aurchana, Dr.E.Gurumoorthi and I.Govindharaj, Augmentation of decision tree characteristics for agri-food supply chain using Internet of Things, Proceeding in 3rd International Conference on Modern Research in Agriculture, Biological Medical and Environmental Sciences organized by IARA, on 20th march 2022
• S.Balamurugan, A.Ayyasamy, K.Suresh joseph and E.Gurumoorthi, Enhancement of classification tree model for agri supply chain management using internet of things, proceeding in International conference on artificial intelligence and computing technologies in agriculture and rural development (ICAICTAR-21) organized by Malla Reddy College of Engineering, on 24th and 25th September 2021
• S.Balamurugan and Dr.E.Gurumoorthi, Optimization of Decision Tree Classifier for Food Traceability management system using Internet of Things, National conference on Emerging Trends in Engineering &Technology (NCETET-21) organized by Annamachariya Institute of Technology & Science (Autonomous),  on 15 SEP 2021.
• Dr. E. Gurumoorthi, Dr. E. Sophiya, J. Vijayabarathy, M. Jothimani., Sustainability in Multi-tier Agri food Supply chain under C4.5 with IoT, Proceedings of International Conference on Recent Trends in Multi-Disciplinary Research (ICRTMDR 2021) organized by Department of Computer Science, A.P.C. Mahalaxmi College for Women, Thoothukudi, Tami Nadu on 8th and 9th April, 2021.
• Gurumoorthi, E. and Ayyasamy, A, Enhanced Location Aided routing using Cat Swarm Optimization in Vehicular Ad hoc Networks, Proceedings of International Conference on Advances in Computing & Information Technology (ICACIT’19) organized by Department of Computer Science and Engineering, Annamalai University on 24th -25th September, 2019.
• Gurumoorthi, E. and Ayyasamy, A, A Comparative study of Location aided routing and Geocast routing with its tool on VANET, Proceedings of IEEE International Conference on Recent Advances in Engineering and Technologies (ICRAET 2017) organized by Sri Krishna College of Engineering & Technology on 28th – 29th December, 2017 (Best Paper Award)
• Srividhya. K, Gurumoorthy. E and Balamurugan. S, A Power Aware and Real Time Routing Protocol for Wireless Sensor And Actor Networks, International Conference on Advances in Computer Science and Information Technology (ACSIT’14) organized by Vels University, Chennai On 28th and 29th March 2014
•  S. Balamurugan, E. Gurumoorthi, T. Megala and S. Ashviny, Analysis and Design of Minimum Spanning Tree by Euclidean Plane, Proceeding of national Conference Techcon’14 held at IFET college on 5th April 2014.
• R. Rajeswari, S. Balamurugan, E. Gurumoorthi and B. Ramkumar, Li-Fi: A New Paradigm in Wireless Communication, Techcon14 held at IFET college on 5th April 2014.
•  E. Gurumoorthi, G. Vijayabarathy, D. Kayalvizhi and S. Vidhya, Charging of Mobile Phones Using Microwaves, Techcon14 held at IFET college on 5th April 2014.
• E. Gurumoorthi and S. Balamurugan, Multi-Layer Security to Data Traversal in Network by Kist and F5 Algorithm”, 4Oth National Conference on Frontiers of Information and Computation Technology (NCFICT’13) held on 6th April 2013

PATENT and COPYRIGHT

• IoT Based Sprinkler for Automated Agricultural Irrigation (India Design Patent 440131-001) -Year : Jan 2025
• A Unique User Interface of a Mobile Application (UK Design Patent Grant 6308142) -Year : September 2023
• An AI based Dosing System Capable of Detecting the Presence of the Substance to be released (Canadian Copyright 1191585) -Year :2022
• An Efficient FMMS for Fisheries Catchment in Ocean using UWSN (India Patent No. 202241001971) -Year :2022
• A Novel Approach for verification of Web Service using Left Right parser Algorithm (India Patent No. 202141007449) – Year:2021

 BOOK / BOOK CHAPTER – PUBLICATION

• Book Editor: Shanmugam Muthu, Mohan Kumar G, Dinesh Kumar, Dr E. Gurumoorthi, “Deep Neural Networks for Predictive Analytics and Proactive Decision-making in Securing Critical Infrastructure”, 2025, publisher : RADemics, ISBN10: 8197933685 | ISBN13: 9788197933684.
• Sampath Dakshina Murthy, Nidhya M. S, Dr. E. Gurumoorthi and Mohit Tiwari, “Attacks in IoT Healthcare Wearable Sensors” Lecturer Notes in Revolutionizing Data Science and Analytics for Industry Transformation, IGI Global, 2025
• Revathy, J.Senthilkumar, Dr. E. Gurumoorthi and M.Shyamalagowri, “Reinforcement Learning with enhanced Bubble Sort for Wireless mesh networks”, Lecture Notes in Electrical Engineering, Springer LNNS 2023 (Springer, Book Chapter, Scopus)
• Rajasekar Rangasamy, Dr. Gurumoorthi E, Sonam Mittal, Daniya T, Nidhya M. S, “Data-driven Modelling and Predictive Analytics in Business and Finance, CRC Press, Taylor & Francis Group, 2023 (Book Chapter, Scopus)
• Gurumoorthi, Chinta Gouri Sainath, U. Hema Latha & G. Anudeep Goud, “Trust and Secured Routing in Mobile Ad Hoc Network Using Block Chain”, International Conference on Soft Computing and Signal Processing, ICSCSP 2023: Soft Computing and Signal Processing, Lecture Notes in Networks and Systems book series (LNNS,volume 840) (Springer Book Chapter, Scopus)
• S.Balamurugan, Dr Gurumoorthi Elangovan, Maruthamuthu Ramasamy, N. Naveenkumar., “Optimization of effectual sentiment analysis in film reviews using machine learning techniques”, Computational Intelligence Methods for Sentiment Analysis in Natural Language Processing Applications (pp.145-163) 2023 (Elsevier –Book Chapter, Scopus)
• Published book in “Elements of Computer Science & Engineering” by SKYTECH publication. (Year: 2023 and ISBN: 978-81-958249-7-7).
• Published book in “Internet of Technology” by Jayalakshmi publication. (Year: 2021 and ISBN: 978-93-91987-11-4).

Certified Courses:

• Obtained certificate from SKYFI Labs, Bengaluru, Karnataka, in the subject “Machine Learning using Python” on 30th April 2020. (4 Weeks – Project based Online Course)
• Obtained “Elite + Silver” certificate from NPTEL, Ministry of HRD, Government of India, in the subject “Introduction to Programming in C” conducted by IIT, Kanpur in Sep 2019.
• Microsoft Certified in “Introduction to Data Science” by Microsoft Virtual Academy on 18th February 2019
• Microsoft Certified in “Programming in C# Jump Start” by Microsoft Virtual Academy on 18th February 2019
• Microsoft Certified in “Cloud Application Security Understanding” by Microsoft Virtual Academy on 18th February 2019
• Microsoft Certified in “Cloud Application Development” by Microsoft Virtual Academy on 18th February 2019
• Microsoft Certified in “Visual Basic Fundamentals for Absolute Beginners” by Microsoft Virtual Academy on 31st January 2019
• Microsoft Certified in “SQL Database Fundamentals” by Microsoft Virtual Academy on 31st January 2019
• Microsoft Certified in “CSS Jump Start” by Microsoft Virtual Academy on 17th Jan 2019
• Microsoft Certified in “C# Fundamentals for Absolute Beginners” by Microsoft Virtual Academy on 17th January 2019
• Microsoft Certified in “ASP.Net Core – Beginners” by Microsoft Virtual Academy on 16th January 2019
• International Certification Received in “JAVA 6” from ORACLE Corporation (OCJP).
• Microsoft Certified in “HTML5, CSS3 Fundamentals: Development for Absolute Beginners” by Microsoft Virtual Academy – December 2014.
• Microsoft Certified in “JavaScript Fundamentals for Absolute Beginners” by Microsoft Virtual Academy – December 2014.

FDPs, Seminar, Webinar & Workshops Attended: