Dr. S. Jayalakshmi
Assistant Professor (S.G)
Department of Computer Science & Engineering – Emerging Technologies
Contact Information
Email : jayalaks6@srmist.edu.in
- Ph.D. Natural Language Processing, Periyar University, July 2018
- M.Sc., Information Science and Management, Periyar University, 2001
- M.Phil., Computer Science, Bharathidasan University, 2005
- M.Tech. Information Technology, Sathyabama University, 2010
- MCA., Computer Applications, University of Madras, 2021
- B.Sc.. Physics & Computer Science, Bharathidasan University, 1999
- Artificial Intelligence
- Internet of Things (IoT)
- Pattern Recognition and Neural Networks
- Digital Image Processing
- Wireless Sensor Networks
- Wireless and Mobile Communication
Research Supervisor – Vels Institute of Science, Technology & Advanced studies (VISTAS)
- Ph.D – 6 Candidates awarded
- M.Phil – 4 candidates awarded
- 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.-SCI 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.- SCI , 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/full - Movie Recommender Systems: Concepts, Methods, Challenges, and Future Directions, Sensors- MDPI,
2022, 4904. https://doi.org/10.3390/s22134904-2022
- Published a book chapter, Software defined data centre based recourse provisioning for Enterprise business agility.-ISBN978-81-963432-0-1-2021. SCOPUS INDEXED
- Published a book chapter, 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. SCOPUS INDEXED - Published a book chapter, 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. SCOPUS INDEXED - Published a book, Wireless AdHoc Networling – ISBN-978-81-937382-3-8)
- Published a book, IOT Based Systems- ISBN No. : 978-93-6260-721-8
- Detecting Email Fraud Attacks Using Ensemble Machine Learning Method- IEEE Conference -2024
- Published paper titled “Using cloud computing Teaching and learning for Higher education” published in Research Journal of Computer systems Engineering-RJCSE, vol03, issue 01 Jan- April-2012, pg 318. ISSN2230-8563, eissn-2230-8571.
- Published paper titled Preventing Defences Against Online Password Guessing Attacks” Published in “International Journal of Advance Research In Science And Engineering http://www.ijarse.com IJARSE, Vol. No.3, Special Issue (01), September2014ISSN-2319-8354(E)”. pg55
- Published paper titled” A review on question classification using machine learning based on semantic features” published in “International Journal of Engineering Sciences & Research Technology (IJESRT)”on Feb’2015”ISSN2277-9655, pg.561.(Scopus Indexed).
- Publishedpapertitled”AStudyonSupervisedLeaningApproachesinQuestionClassification”published in “International Journal of Applied Engineering Research,ISSN0973 -4562, vol 9 No.27 -2014, pg9668.(Scopus Indexed )
- Published paper titled”Studyon Question Classification Approaches using Semantic features”, Published in “International Conference on Signal Processing, Control and Data Analysis, San diego ,USA March 2015, pg-0206
- Published paper titled ”Question Classification–A Review of State of the Art Algorithms and Approaches” IJSAT Indian Journal of Science and Technology(Scopus Based), ICITR-NLP-151503 Feb 2016.(Scopus Indexed)
- Published Paper Titled “A prototype model design on Automated Question Answering System using Syntactic and Semantic structure Representation”, European Journal of Scientific Research (EJSR), ISSN1450-216X/1450-202XVol138,No1, Feb2016.
- Published paper titled Information Retrieval through the Web and Semantic Knowledge – Driven Automatic Question Answering System, Springer Link, March 2017, Vol2
- Published paper titled Automated Question Answering System Using Ontology and Semantic Role, IEEE Conference, ICIMIA Feb’2017(Scopus Indexed)
- Published paper titled “Information Extraction Using Semantic Similarity Features in Natural Language Processing, International Journal of Applied Mathematics (IJAM),ISSN: 1311- 8080.(printed version); ISSN: 1314-3395 (on-line version), ISSN: 1311-8080(printed version);ISSN: 1314-3395 (on-line version), Volume 116, No. 21, 2017, Pg.719-727(Scopus Indexed).
- Exploring the Web and Semantic Knowledge- Driven Automatic Question Answering System” International Journal of Engineering and Technology(UAE) – E-ISSN: 2227-524X, Publisher: Science Publishing Corporation Inc (Scopus Indexed)
- Jayalakshmi.V, Abdul Razak, Jayalakshmni.S “ A Novel Trust Model Using Multiple Trust Evaluating Factors to Secure Wireless Ad Hoc Networks, International Journal of Mechanical and Production Engineering Research and Development( IJMPERD), ISSNP:2249-6890; ISSN- E: 2249-8001, Vol 8, Special Issue 3, Dec 2018, 1329-1336 (Scopus Indexed).
- “Green IT-An Eco-Friendly Practices and methods for Environmental Sustainability, International Journal of Innovative Technology and Exploring Engineering. (OPEN-ACCESS)2278-3075, Page No. 2889-2894, February 2020.
- “Efficient Ultra-Elastic Resource Provisioning through Hyper-Converged Cloud Infrastructure using Hybrid Machine Learning Techniques, International Journal of Recent Technology and Engineering. (OPEN ACCESS),2277-3878, Page No.4367-4374., March 2020.
- Evolution of Cloud Data Centre Models for Autonomic and Agile Elastic Resource Provisioning, International Journal of Advanced Science and Technology (IJAST-SCOPUS INDEXED), ISSN: 2005-4238, E-ISSN: 2207-6360 and Vol.29, No.8s, (April 2020), pp.3870-3883.
- Wearable Band for automatic detection of body temperature Abnormality – 202041032041 – 14th Aug 2020.
- System and Method for Secure Transmission in mobile ad Hoc Networks using Trust Management-
202141020620 – 11.06. 2020 - Block-Chain Based Secure Communication System for IoT Device Data Integrity & Privacy – Application No.202541042213 A- 30.05.2025
- Working as Assistant Professor(SG) – SRM IST, Vadapalani Campus, Chennai 26
- Worked as Associate Professor in MEASI Institute of Information Technology, Royapettah, Chennai.–
July 2022 – Jan 2025 - Worked as Associate Professor in VelTech Multitech Dr.Rangarajan Dr.Sakunthala Engineering
College, Chennai-From Feb 2022 – Jul 2022 - Worked as Associate Professor in Vels Institute of Science, Technology & (VISTAS) from July 2009 to Jan 2022
- Worked as Assistant Professor in G.S.S Jain College, Chennai, from May 2008 to April 2009.
- Worked as Programmer in Araak Food Industries(ITSection), Sudan from May 2006 to Jan 2008.
- Worked as Assistant Professor in Dr. M.G.R Chocklingam Arts and Science College, Arani,
from July 2005 to Feb 2006. - Worked as Assistant Professor in SAEWC, Vandavasi, from June 2002 to Nov 2004.
- Worked as Faculty in NIIT, Polur, from Aug 2001 to June2002.
- Level 2 and 3 – Foundation of Quantum Technologies – AICET – IBM-MNIT Jaipur – Feb – May 2025
- Mentoring Skills for Effecting Curriculum Implementation- AICET sponsored- Easwari Engineering
College (An Autonomous Institution), Chennai, Ramapuram , Tamil Nadu from 03/03/2025 to 07/03/2025 - Next Gen AI and Data Analytics Strategies for the future Astana University, Kazakhstan – 31.3.2025 –
4.4.2025. - Empowering Minds Through AI: Using Innovation Strategies for Effective Problem Solving –
Madanapalle Institute of Technology and Science, Madanapalle, Andhra Pradesh-7.4.2025 – 11.4.2025 - NEP 2020 Orientation & Sensitizational Program- MMTTP-UGC, IGNOU- New Delhi – 28.02,2025-
8.03.2025 - The Quantum Thread: Understanding the Future of Cybersecurity- SRM IST, Vadapalani, Chennai-
11.04.2025.
- 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.
- 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.
- Ph.D DC – Member- Dr.MGR University
- Ph.D Viva voce Examiner – Vels University
- CSI
- IAENG