J. Vaishnavi, Dr. V. Narmatha, Estimation of Automatic Video Captioning in Real Applications using Machine Learning Techniques and Convolutional Neural Network, IJCSNS International Journal of Computer Science and Network Security, Volume 22 No.9, pp. 316–326, September 2022, https://doi.org/10.22937/IJCSNS.2022.22.9.42, [ESCI - WEB OF SCIENCE INDEXED].

J. Vaishnavi, Dr. V. Narmatha, Multi-level Video Captioning based on Label Classification using Machine Learning Techniques, International Journal of Advanced Computer Science and Applications (IJACSA) - Volume 13 No 11, pp. 582 – 588, November 2022, [SCOPUS & ESCI - WEB OF SCIENCE INDEXED].

J. Vaishnavi, Dr. V. Narmatha, Novel Transfer Learning Attitude for Automatic Video Captioning Using Deep Learning Models, Indian Journal of Science and Technology, Volume 15, No. 33, PP 2325 – 2335, November 2022, https://doi.org/10.17485/IJST/v15i43.1846, [ESCI - WEB OF SCIENCE INDEXED].

J. Vaishnavi, Dr. V. Narmatha, Video Captioning Models Based on Machine Learning and Deep Learning Techniques, Computer Integrated Manufacturing Systems (CIMS), Volume 28 No 11, pp. 574 - 599 November 2022, [SCOPUS INDEXED].

J. Vaishnavi, Dr. V. Narmatha, Video Captioning based on Image Captioning as Subsidiary Content, International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT), IEEE, pp. 1-6, July 2022, DOI: 10.1109/ICAECT54875.2022.9807935, [SCOPUS & WEB OF SCIENCE INDEXED].

J. Vaishnavi, Dr. V. Narmatha, Confiner Based Video Captioning Model, International Conference on Materials Science and Manufacturing Technology 2022 (ICMSMT 2022), IOP: Materials Science and Engineering, Volume 1258, PP. 1-9, October 2022, DOI:10.1088/1757- 899X/1258/1/012049, [WEB OF SCIENCE INDEXED].

J.Vaishnavi, B.S.E. Zoraida, Computing Electricity Consumption Profiles for the Appliances in a House, International Research Journal of Engineering and Technology, e- ISSN: 2395-0056 p-ISSN: 2395-0072, Volume 6, Issue 9, September 2019.

J.Vaishnavi, B.S.E. Zoraida, Forecasting Electric Energy Consumption in a House using Artificial Neural Network, International Journal of Science and Research Technology. ISSN [ONLINE]: 2395-1052, Volume 5, Issue 9, September 2019.

Presented International Conferences

J. Vaishnavi, Dr. V. Narmatha, Video Captioning based on Image Captioning as Subsidiary Content, 2022 Second International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT), IEEE, [SCOPUS], IEEE, 21st & 22nd April 2022 

J. Vaishnavi, Dr. V. Narmatha, Confiner Based Video Captioning Model, Fourth International Conference on Materials Science and Manufacturing Technology 2022 (ICMSMT 2022), IOP: Materials Science and Engineering, [CPCI - WEB OF SCIENCE], 8th & 9th April 2022. 

J. Vaishnavi, Dr. V. Narmatha, Stratified Alignment using Attention Mechanism for Video Captioning, 2nd International Conference on Information Technology (InCITe 2022), [SPRINGER], 3rd & 4th March 2022.

Book Chapters

J. Vaishnavi, Dr. V. Narmatha, Video Captioning for Education Using Modified Convolutional Neural Network, Education for Sustainable Development, Internal Quality Assurance Cell (IQAC) August 2022, Annamalai University. 

J. Vaishnavi, Dr. V. Narmatha, Stratified Alignment using Attention Mechanism for Video Captioning, 2nd International Conference on Information Technology (InCITe 2022), [SPRINGER]. 

Book Published

Fundamentals of Image Processing, Scientific International Publishing House, 2023, ISBN: 9789357574426, (Available in Flipkart).

Patents

Artificial Intelligence based Automatic Prediction and Prevention of Gastric Cancer and Lung Cancer using Image Processing and Deep Learning Algorithms. Reference Number: 202341015361.

Artificial Intelligence based Automatic Leaf Detection System for all Types of Plants using Image Processing, Machine Learning and Soft Computing Techniques. Reference Number: 202341014649.

Received Best Research Lecture Award in the Department of Computer & Information Science, Annamalai University during the academic year 2021-2022.

Board of Studies Member on B.Sc Artificial Intelligence, Annamalai University.

FDPs & Workshops

Attended 5-day Online FDP on the theme “Inculcating Universal Human Values in Technical Education” organized by All India Council for Technical Education (AICTE) from 12th June to 16th June 2023.

Attending the FDP on “Empowering Educators: Navigating Recent Trends” Organised by School of Computing, Department of Computer Science and Engineering, Sathyabama University, Conducted on 25th to 30th September 2023.

Attended Five Days FDP (Offline) on “AWS Cloud Practitioner” at SRM Institute of Science and Technology in association with ICT Academy, during March 20th to 25th 2023.

Attended Eight Days Faculty Development Programme on “Cyber Security & Hacking” held from 16 June 2023 to 24 June 2023 organized by the Department of Computer Science & Applications (B.Sc CS), Faculty of Science and Humanities, SRM Institute of Science and Technology, Ramapuram, Chennai – 600089.

Nine Days National Level Workshop on DEVOPS held from 16 June 2023 to 24 June 2023 organized by the Faculty of Science and Humanities, Department ofComputer Science & Applications (B.Sc CS), SRM Institute of Science and Technology, Ramapuram, Chennai – 600089.

Attended one day “NPTEL E-Awareness workshop” SRM Trichy Arts And Science College,Tichy on July 24, 2023.

Attended 5 Days Online National Faculty Development Program On "Deep Dive intoCloud Computing - Case Studies And Industry Practices" Conducted by SRM Institute Of Science & Technology College Of Science And Humanities, Kattankulathur from 13th to 17th March, 2023.

Attended Five Days FDP on “AI Tools for Everybody” organized by Department of Data Scienec, Bishop Heber College, Trichy, during 25th to 30th September 2023.

Attended DST Sponsored two weeks FDP on “Development of Entrepreneurship and Innovation” organized by Academy of Maritime Education and Training deemed to be University, Chennai from 29th May to 9th June 2023.

One day workshop on “Teaching Speaking Skills” Conducted by World English Language Learners, Teachers and Trainers Association (WELLTTA) held on 04-03-23.

Attended 5 Days Online Faculty Development Program on "Machine Learning using Python" Conducted by Department of Computer Applications, Hindusthan College of Engineering and Technology from 13th to 17th March, 2023.

Attended 5-Day Faculty Development Programme on “Unleashing the Potential: Transforming Research Using Modern Tech-Tools” organised by Internal Quality Assurance Cell (IQAC) of ST PAULS COLLEGE, Bengaluru from 19 June 2023 to 23 June 2023.

A National Level Professional Development Programme on the topic “Research Methodology & Data Analysis” organized by Seshadripuram Academy Of Business Studies, Bengaluru held from August 09, 2023 to August 19,2023. 

EVENTS ORGANIZED

Served as Faculty Coordinator and Organized for Five Days FDP (Offline) on “AWS Cloud Practitioner” conducted by SRM Institute of Science and Technology in association with ICT Academy, during March 20th to 25th 2023.

Organized the Project Expo on “Visionary Insights” for the UG students of Department of Computer Science, Faculty of Science& Humanities, SRM Institute of Science and Technology, Trichy on 17.03.2023.

Organized the Technical Symposium on “Technospark’23” and Conducted events for the UG & PG students of Department of Computer Science, Faculty of Science& Humanities, SRM Institute of Science and Technology, Trichy on 08.09.2023. 

Academic Experience

Present Position: Assistant Professor, Department of Computer Applications, Faculty of Science & Humanities, SRM Institute of Science and Technology, Tiruchirappalli Campus (Since 18.01.2023 – Till Date)

Research Experience

Ph.D: 2020 - 2023

M.Phil: 2018 - 2019

Member of National Institute for Technical Training & Skill Development (NITTSD), Membership No: NITTSD/PROFESSOR/95620