Experience: 11 Years of Teaching Experience in renowned Institutions like, Christ College of Engineering and Technology and Sri Manakula Vinayagar Engineering College, Pondicherry.

Area of Interest in Teaching: Data Structures, Database Management System, Big Data Analytics, C, Java, Python Programming and OOP Concepts.

Area of Interest in Research: Machine Learning and Deep Learning

Achievements:

• Secured University First in M.TECH (CSE) department and won Gold Medal.

• Secured University First in MCA department and won Gold Medal.

• UGC NET cleared for Assistant Professor in June 2015.

• Qualified for Proficiency certificate in two months Skill Development Training on AI and ML conducted by ISTE & BNY Mellon.

Online Certificate Courses:

1. NPTEL Course on “The joy of computing using Python” with Elite Silver Medal.

2. Internshala Trainings Faculty Development Program 2.0 - “Tableau online training”

3. Machine Learning and Deep Learning Onramp - MathWorks

4. Cybersecurity Essentials and Introduction to IoT - Cisco

5. Programming for Everybody (Getting Started with Python) – Coursera

6. Learn Machine Learning with R Programming – Udemy

Google Scholar: https://scholar.google.com/citations?user=TLQh9tcAAAAJ&hl=en&oi=sra

Scopus ID: https://www.scopus.com/authid/detail.uri?authorId=57202440000

Courses:

1. Big Data and Analytics (18CS72)

2. Data Mining and Data Warehousing (18CS641)

Publications

International Journals (33):

1. V. Vijayalakshmi, Panimalar Kathiroli, “Predicting the performance of instructors using Machine learning algorithms”, High Technology Letters, Vol. 26, No. 12 & 2020, Pgs: 694 – 705.

2. J. Jeevanantham, V. Vijayalakshmi, et al. “Multifunctional Solar Power Operated Sprayer for Agricultural Applications”, Solid State Technology Vol. 63 No. 6 & 2020, Pgs: 11660 – 11666.

3. J. Kanimozhi, V. Swathilakshmi, P. Bhavani, V. Vijayalakshmi, “NOTY BOT - A Personal Assistant that Integrates the Updates” International Journal of Information Technology and Electrical Engineering – Vol. 9, Issue: 1, ISSN: 2306-708X, pp. 28-34 & 2020 UGC Journal.

4. V. Vijayalakshmi, K. Venkatachalapathy, "Comparison of Predicting Student„s Performance using Machine Learning Algorithms", International Journal of Intelligent Systems and Applications (IJISA), Vol.11, No.12, pp.34-45, 2019. DOI: 10.5815/ijisa.2019.12.04.

5. K. Venkatachalapathy, V. Vijayalakshmi, “Group Based Neural Collaborative Filtering for E-Learning System” International Journal of Scientific & Technology Research – Vol. 8 Issue: 9, ISSN 2277-8616, Pgs: 1555-1559 & 2019, Scopus Indexed Journal.

6. V. Vijayalakshmi, K. Venkatachalapathy, “Deep Neural Network for Multi-Class Prediction of Student Performance in Educational Data” International Journal of Recent Technology and Engineering – Vol. 8 No: 2, ISSN: 2277-3878 Pgs: 5073-5081 & 2019, Scopus Indexed Journal.

7. V. Vijayalakshmi, K. Venkatachalapathy, “Machine Learning Algorithms and Open Source Tools for Data Mining” Journal of Computational and Theoretical Nanoscience – Vol. 16 Issue: 4, ISSN: 1546-1955, Pgs: 1350-1355 & 2019, Scopus Indexed Journal.

8. K. Venkatachalapathy, V. Vijayalakshmi, S. Roopa, “Personalized Recommendation approach based on student‟s performance prediction for E-Learning” International Journal of Research in Advent Technology - Vol.7, No.1, and January 2019 E-ISSN: 2321-9637 (Pgs. 381-386) UGC Journal.

9. V. Vijayalakshmi, K. Venkatachalapathy, V. Ohmprakash, “Analysis of E-Learning Concept” International Journal on Future Revolution in Computer Science & Communication Engineering – Vol. 3 Issue: 12, ISSN: 2454-4248 Dec 2017 (Pgs: 392 – 396) UGC Journal.

10. V. Vijayalakshmi, V. Vinoth, V. Bhuvaneshwari, “Intrusion Detection System in Cloud Computing using Mapreduce” International Innovative Research Journal of Engineering and Technology – Vol. 2, Special Issue, ISSN: 2456-1983 April 2017 (Pgs: 56-60).

11. V. Vijayalakshmi, T. Rohini, S. Sujatha, A. Vishali, “Detecting Leakage of Sensitive Data Using Water Marking Technique” International Journal of Advanced Research in Computer Science and Software Engineering – Vol. 6, Issue 3, ISSN: 2277 128X, Pgs: 766-770, March 2016.

12. V. Vijayalakshmi, R. Vasitha, M. Gayathri, V. Vanitha, “Real Time Authentication and Tampering Detection in Compressed Digital Video Using Watermarking” International Journal of Advanced Research in Computer Science and Software Engineering – Vol. 6, Issue 3, ISSN: 2277 128X, Pgs: 760-765, March 2016.

13. V. Vijayalakshmi, I. Shamili, D. Sundaranarayana, “Improved Content Personalization in E-Learning using MQACP” International Journal of Engineering Research & Technology (IJERT) ISSN: 2278-0181, April 2015.

14. V. Vijayalakshmi, D. Sundaranarayana, I. Shamili, “Performance Efficient Application Development in Mobile Cloud Computing” International Journal of Engineering Research & Technology (IJERT) - ISSN: 2278-0181, April 2015.

15. V. Vijayalakshmi, T. Vigneshwaran, J. Anandaraj, “Improved 2ACK scheme using Credit –Based Approach” International Journal of Advanced and Innovative Research (IJAIR) – Vol. 4 Issue 3, ISSN: 2278-7844 March 2015.

16. V. Vijayalakshmi, I. Shamili, K. Kaarguzhali, “Survey on E-Learning: Comparison of Techniques and Algorithms” International Journal of Emerging Technology in Computer Science & Electronics (IJETCSE) – Vol. 12 Issue 4, ISSN: 0976-1353 Feb 2015.

17. V. Vijayalakshmi, S. Saranya, M. Sathya, C. Selvaroopini, “A Novel Mechanism for Secure and Efficient VANET Communication” International Journal of Computer Trends and Technology (IJCTT) – Vol. 9 issue 3 – Mar 2014 ISSN: 2231- 2803 (Pgs: 118 - 122).

18. V. Vijayalakshmi, P. Mahalakshmi, S. Thamizharasan, "Hidden markov model for IT service based on knowledge engineering” International Journal of Engineering Sciences & Research Technology (IJESRT) Vol.3 Issue 3, March 2014 ISSN: 2277-9655.

19. V. Vijayalakshmi, P. Mahalakshmi, S. Thamizharasan, "Data Encryption hiding technique in non-standard cover files” International Journal of Computer Science & Engineering Technology (IJARCST) Vol.2 Issue1, (Mar.2014) ISSN: 2347-8446.

20. V. Vijayalakshmi, S. Thamizharasan, P. Mahalakshmi, "Cloud Computing an Era in the World” International Journal of Advanced Research in Computer Engineering & Technology (IJARCET) Vol. 3, Issue 2, Feb 2014 ISSN: 2278 –1323.

21. S. Thamizharasan, P. Mahalakshmi, V. Vijayalakshmi, “Multikeyword based approach for retrieving the Encrypted Cloud Data” - International Journal of Advanced Research in Computer and Communication Engineering (IJARCCE) -ISSN: 2278-1021 Vol. 3, Issue 1, Jan 2014, (Pgs: 4944-4947).

22. V. Vijayalakshmi, P. Mahalakshmi, S. Thamizharasan, “A Survey on Hidden Markov Model for IT Service Management”-International Journal of Computer Science & Engineering Technology (IJCSET)-ISSN: 2229-3345, Vol. 5 No. 01 Jan 2014, (Pgs: 10- 13).

23. V. Vijayalakshmi, T. Asvany, A. Anandhi, “Study on Mobile Healthcare System” - Journal of Computing Technologies (JCT) - ISSN 2278-3814, Vol. 2 Issue: 12-December 2013, (Pgs: 1 - 5).

24. V. Arthi, R. Vijayalakshmi, V. Vijayalakshmi, “Cloud Linkup: Scrutinizing Among Cloud Applications for Business Perspective to Desire the Technological Shift in Miniature Dealings” – International Journal of Computer Science System Engineering and Information Technology (IJCSSEIT) – Vol.6 No.2 July-Dec 2013, (Pgs: 64-67).

25. V. Vijayalakshmi, S. Gobinath, “Agent Backup for Secure Transmission of Data in Grids” - International Journal of Emerging Trends in Engineering and Development - ISSN 2249-6149 Issue 3, Vol.2 March 2013 (Pgs: 376 - 380).

26. V. Vijayalakshmi, S. Nagadivya, “Competent Unobservable Steering Scheme Resistant Using USOR Protocol” - International Journal of Emerging Trends in Engineering and Development - ISSN 2249- 6149 Issue 3, Vol.1 Jan 2013 (Pgs: 559 - 565).

27. V. Vijayalakshmi, C. Subashini, P. Jamuna, “Prevailing Blockage for Transit to Miscellaneous Patrons” - International Journal Emerging trends in Engineering and Development – ISSN: 2249-6149 Issue 2, Vol. 6 September 2012 (Pgs: 707 - 713).

28. V. Vijayalakshmi, V. Arthi, K. Prasath, “SP2I&LBS-Cloud: Scrutinized Preeminent Performance” - International Journal Emerging trends in Engineering and Development – ISSN: 2249-6149 Issue 2, Vol. 6 Sep 2012 (Pgs: 651 - 662).

29. V. Vijayalakshmi, S. Nagadivya, A. Akila, “Assessing Diversified Indefinite Routing” - International Journal Emerging trends in Engineering and Development – ISSN: 2249-6149 Issue 2, Vol. 6 September 2012 (Pgs: 643 - 650).

30. V. Vijayalakshmi, A. Akila, S. Nagadivya, “The survey on Mapreduce” - International Journal on Engineering Science and Technology (IJEST) – ISSN: 0975-5462, Vol. 4 No.07 July 2012 (Pgs: 3335 - 3342).

31. V. Vijayalakshmi, R. Vijayalakshmi, S. Gayathri, “Study on Recent Trends and Opportunities in Cloud Computing” - International Journal on Engineering Science and Technology (IJEST) – ISSN: 0975-5462, Vol. 4 No.05 April 2012 (Pgs: 2129 - 2138).

32. V. Vijayalakshmi, R. T. Showmya, “A Framework for Data Mining User Navigation Patterns” - International Journal on Engineering Science and Technology (IJEST) - ISSN: 0975 - 5462, Vol. 4 No.04 April 2012 (Pgs: 1387 - 1395).

33. R. Raju, V. Vijayalakshmi, R. T. Showmya, “E-Learning Using Mapreduce” – International Journal on Computer Science and Engineering (IJCSE) - ISSN: 0975-3397, Vol. 3 No. 4, Apr 2011 (Pgs: 1584-1590).

International Conferences (12):

1. V. Vijayalakshmi, K. Panimalar, J. Sakthivel, “Hybrid Recommendation System using Context Aware-Neural Collaborative Filtering” International Conference on Innovations in Computer Networks, Computational Intelligence and IoT, ISBN No. 978-81-948781-1-7, June 2021.

2. V. Vijayalakshmi, K. Venkatachalapathy, V. Ohmprakash, “Prediction of Instructor Performance Using Machine Learning Algorithm” International Conference on Contemporary Topics in Electrical and Electronics Engineering ISSN: 2456-1983 Pgs: 123-128, 2018.

3. V. Vijayalakshmi, K. Venkatachalapathy, V. Ohmprakash, “A Comparison of Classification Techniques on Prediction of Student Performance in Educational Data Mining” International Conference on Intelligent Computing and Control, ISBN No. 978-1-5386-0373-4 June 2017.

4. K. Venkatachalapathy; V. Vijayalakshmi; V. Ohmprakash, “Educational Data Mining Tools: A Survey from 2001 to 2016” - Second International Conference on Recent Trends and Challenges in Computational Models (ICRTCCM 17), ISBN No. 978-1-5090-4799-4 Feb. 2017, Indexed by IEEE Xplore.

5. V. Vijayalakshmi; R. Vasitha; V. Vanitha; M. Gayathri, “A survey on real time Authentication and tampering Detection in digital video” – IEEE World Conference on Futuristic Trends in Research and Innovation for Social Welfare 2016, ISBN No. 978-1-4673-9213-6, Indexed by IEEE Xplore.

6. V. Vijayalakshmi; T. Rohini; S. Sujatha; A. Vishali, “Survey on detecting leakage of Sensitive data Survey on detecting leakage of Sensitive data” – IEEE World Conference on Futuristic Trends in Research and Innovation for Social Welfare (WCFTR‟16) ISBN No. 978-1-4673-9213- 6, Indexed by IEEE Xplore.

7. V. Vijayalakshmi, K. Amutha, S. Indhumathi, M. Shankari, “Node Clone Detection Using Wireless Network” IEEE Sponsored 2nd International Conference on Innovations in Information Embedded and Communications Systems (ICIIECS 15) April 2015.

8. V. Vijayalakshmi, K. Sreemathy, G. Mohana Priya, E.Sarika, “Dynamic Audit Services in Cloud” - International Conference on Computational Systems in Engineering and Technology (ICCSET 2014) ISBN No.978-1-4799-3814-8/14/$31.00_c 2014 IEEE.

9. V. Vijayalakshmi, S. Saranya, M. Sathya, C. Selvaroopini, “Survey on various mechanisms for Secure and Efficient VANET communication” - International Conference on Information Communication & Embedded Systems (ICICES 2014), Indexed by IEEE Xplore.

10. V. Vijayalakshmi, R. Vijayalakshmi, T. Prasath, D. Rampriya, “Cloud Bio Gear: Gadget for exploring Bioinformatics on emerging computational gist” - International Conference on Computer Communication and Informatics (ICCCI -2013), Jan. 04 – 06, 2013, Coimbatore, Indexed by IEEE Xplore.

11. R. Raju, R.T. Showmya, V. Vijayalakshmi, “Web Service an Ideal Platform for SOA”, - International Conference on Advances in Engineering and Technology, May 2011.

12. R. Raju, V. Vijayalakshmi, R.T. Showmya, “Customization of E-Learning using K-MR algorithm”- International Conference on Advances in Engineering and Technology, May 2011.

Patents (4):

1. Dr. V. Vijayalakshmi, “Substantiating Web Services Choreography based on Automata Model”, Appl. No.202041042021 A, International classification. G06Q10/04, 28/09/2020.

2. Dr. V. Vijayalakshmi, “An Edge Computing Based Smart Assistive Glass for Visually Incapacitated People”, Appl. No. 202041049647 A, International classification. A61G7/10, 27/11/2020.

3. Dr. V. Vijayalakshmi, "SMART FUEL MONITORING SYSTEM (SFMS) FOR AUTOMOBILES", Appl. No.202241035782, 22/07/2022.

4. Dr. V. Vijayalakshmi, "SHREWD PHOTOGRAPHER", Appl. No.202241039233, 22/07/2022.