Dr. S. Jayalakshmi

• Artificial Intelligence
• Natural Language Processing
• Cloud Computing
• Machine Learning
• Deep Learning

• Programming for Problem Solving (Theory & Lab)
• Object oriented Programing and Design( Theory and Lab)
• Natural Language Processing
• Data Structure and Algorithm(Theory and Lab)
• Design analysis and Algorithm (Theory & Lab)
• Reinforcement Learning(Theory and Lab)
• Deep learning for data analytics
• Artificial Intelligence

• Assistant Professor (S.G.), Department of Computer Science and Engineering (Emerging Technologies), SRM Institute of Science and Technology, Vadapalani Campus, Chennai, Tamil Nadu, 2025 – Till date
• Associoate Professor, Department of Computer Applications-PG, MEASI Institute of Information Technology, Chennai, Tamil Nadu, 2023 - 2025
• Associate Professor - Department of Computer Science and Engineering,VelTech Multitech Dr.Rangarajan Dr.Sakunthala Engineering College, Chennai- 2022- 2023.
• Associate Professor – Department of Computer Applications-PG-Vels Institute of Science, Technology & Advanced Studies(VISTAS) , Computer Applications PG, 2009 to 2022
• Lecturer, Department of Computer Applications G.S.S Jain College, Chennai, 2008 to 2009. .
• Lecturer Dr. M.G.R Chocklingam Arts and Science College, Arani, from July 2005 to March 2006.
• Lecturer SAEWC, Vandavasi, From June 2002 to Dec 2004.
• Teaching Faculty in NIIT, Polur ,from Aug 2001toJune2002.

• Teaching and Research Excellent Award from Grabs Educational Charitable Trust, Chennai, January 2019.
• Dr. APJ AbdulKalam- Young Scientist award from Marina Labs, Chennai, December 2019.
• Award for Excellence in Teaching from SKCT Charitable Trust, Thiruvannamalai. On 29th December 2020.
• Award for Best Faculty – Manamuna Fundation, Chennai- 2021
• Best Research Supervisor – CST achiever award 2022- Manamuna Academy, Chennai.

• Agrisense ai:a smart system for real-time plant health Monitoring and disease control 202641058600- 2026
• Dynamic Travel Notifications Enabled by waywaker location – 202541110697- 2025
• AI Powered Intelligent STEM Laboratory system for real time experimental guidance- Jan 2025
• Block chain Based secure communication system for IoT device data integrity and Privacy- 202541043901- May 2025
• Machine Learning and Advanced Image Techniques to Predict Lung Cancer- March 2022
• System and Method for Secure Transmission in mobile ad Hoc Networks using Trust Management- 202141020620-11.06. 2020
• Wearable Band for automatic detection of body temperature Abnormality- 202041032041-14thAug 2020.

SCI Publications:

• AI Based Enhancing Cyber Attack detecting using Deep Recurrent Neural Network In IoT- Under Process
• Gated Deep Reinforcement Learning with Red Deer Optimization for Medical Image Classification," This paper appears in: IEEE Access, Print ISSN: 2169-3536 Online ISSN: 2169-3536, Digital Object Identifier: 10.1109/ACCESS. 2023. url: https://ieeexplore.ieee.org/document/10145063
• Covid-19 Forecasting Using CNN Approach with A Halbinomial Distribution And A Linear Decreasing Inertia Weight-Based Cat Swarm Optimization, Archives / Vol. 18 No. 1 (2023): International Journal of Computers Communications & Control (February) /Articles 2023.- url: https://univagora.ro/jour/index.php/ijccc/article/view/4396
• Multi-Objective artificial bee colony optimized hybrid deep belief network and XGBoost algorithm for heart disease prediction,Volume 5 - 2023, https://doi.org/10.3389/fdgth.2023.1279644. https://www.frontiersin.org/journals/digital- health/articles/10.3389/fdgth.2023.1279644
• Movie Recommender Systems: Concepts, Methods, Challenges, and Future Directions, Sensors- MDPI, 2022, 4904. https://doi.org/10.3390/s22134904-2022,

Scopus Publication and WoS Publications:

• Software defined datacenter based recourse provisioning for Enterprise business agility.-ISBN978-81- 963432-0-1-2021
• Change Detection in Water Body Areas Through Optimization Algorithm Using High- and Low-Resolution Satellite Images.Journal: Recent Developments in Machine and Human Intelligence Advances in Computational Intelligence and Robotics, p. 138-152, Publisher: IGI Global DOI: 10.4018/978-1-6684-9189-8.ch010, 2023 Sivasankari, S. Jayalakshmi, B. Booba .https://www.scopus.com/authid/detail.uri?authorId=57218796411
• Security Enhancement in IoMT‐Assisted Smart Healthcare System Using the Machine Learning Approach- Metaheuristics for Machine Learning Algorithms and Applications,-Jayalakshmi Sambandan1, Bharanidharan Gurumurthy, Syed Jamalullah R.-2024, https://doi.org/10.1002/9781394233953.ch8
• Predictive Virtual Machine Placement for Energy Efficient Scalable Resource Provisioning in Modern data centres INDIACOM 2021 Conference, SCOPUS INDEXED, ISSN 0973-7529; ISBN 978-93-80544-41-0, March 2021.
• Predictive Scaling for Elastic Compute Resources on Public Cloud utilizing Deep Learning based Long Short-Term Memory, International Journal of Advanced Computer Science and Applications (IJACSA), Volume 12 No 10.(SCOPUS & WOS INDEXED),E-ISSN: 2156- 5570 P-ISSN:2158-107X. & 12/OCTOBER/2021.
• Emotional behavior of student from social media identified by Opinion mining, International Journal of Advanced Science and Technology (Scopus indexed) , ISSN: 2005-4238 IJAST Vol. 29, No. 7, (2020),pp. 8976-8986.
• Intellectual Behaviors of student based on education data determined by Opinion Mining, Indiacom 2021 conference, Scopus indexed. , ISSN:0973-7529 ISBN:978-93-80544-36-6 March 2021 pp.559-564.
• Improvement of affected intellectual behavior student’s by social media using collaboration learning method. ICESCS 2021 conference, Scopus indexed.ISBN:978-0-7381-0542-0, ISSN:2575-7288, May 2021.PP.1513-1520
• Blockchain in Needful of Education and its Applications-Review”, EAI Endorsed Transactions on Energy Web (Scopus indexed )journal , Volume 8, Issue 36, November/2021 ISSN NO:2032- 944Xew21(36): e11
• Blockchain Technology and Academic Certificate Authenticity-Review, Expert Clouds and Applications (Springer Singapore} , ISBN 978-981-16-2125-3,LNNS, Volume 209, Issue III, July/2021 Page No:321-334
• A Comparative Analysis of Blockchain Platform: Issues and Recommendations-Certificate Verification System,IFIP Advances in Information and Communication Technology book series (IFIPAICT, scopus,Springer, Cham),ISBN: 978-3-030-92600-7,Volume 611, Issue III, 12 December 2021, Page No: 210-219
• Sentiment Analysis on Micro-blog data using Machine Learning Techniques - A Review” , IOP conference Series: Material Science and Eng., 1757-899X , Volume 1049 Issue
• Text Based Sentiment Analysis with Classification Techniques A State-of-art Study, published in Springer .(Scopus) S. Smys et al. (eds.), Computer Networks and Inventive Communication Technologies, Lecture Notes on Data Engineering and Communications Technologies ,Vol.75,Sep 2021 https://doi.org/10.1007/978-981-16-3728-5_20
• Change Detection using Logistic Regression Analysis for Identifying Mixed Pixels, International E-Conference on Recent Trends and Technologies in Soft Computing (ICRTSC’20), Vol. 63 No. 6 3624-3631 OCT 2020.
• Land-use and Water body Delineation of Chennai and Kerala Lake with PSO, CSO and FCM2021 5th International Conference on Trends in Electronics and Informatics (ICOEI)1763-1771JUNE 2021, "Electronic ISBN:978-1-6654-1571-2, DVD ISBN:978-1- 6654-1570-5, Print on Demand(PoD), ISBN:978-1-6654-4687
• Lightweight Algorithms for Low Powered IoT Devices Comparative Analysis. ISSN:2277- 3878, Pg. 91 International Journal of Recent Technology and Engineering (IJRTE).Pg. 91 Feb 2019
• Lightweight Block chain to Improve Security and Privacy in Smart Home, Journal of Recent Technology and Engineering (IJRTE). ISSN: 2277-3878, Volume-8 Issue-6, March 2020. Page No.: 5021-5027 Mar 2020
• Leveraging Block Chain for Security and Authentication of IoT Devices. cJournal of Advanced Research in Dynamical and Control Systems(JARDCS) ISSN NO: 1943-023X, Vol. 12, No. 5, 2020. May 2020.
• Enhanced Algorithm Implementation for Low Powered IoT Devices using Authenticator to Improve Data Integrity ISSN NO: 1735-188X, Webology, Vol. Volume 18, No 1, 2021May 2021
• Hyperledger Fabric Blockchain Framework: Efficient Solution for Academic Certificate Decentralized Repository, ICACET-DOI: 10.1109/I-SMAC52330.2021.9640785,IEEE 2768- 0673, 2021.