Dr. K. S. LEELAVATHI., M.Sc., M.Phil., NET., SET., Ph. D.,

Assistant Professor

Department: B.Sc. CT

Dr. K. S. Leelavathi is working as Assistant Professor in Department of Computer Technology, NGM College, Pollachi. She has completed UGCNET and TNSET in 2018 and Ph.D in 2024. Her Broad field of research is data Mining. Having 18 years of teaching Experience , made excellent contributions to the student community in all endeavours. She has published articles in UGC CARE listed and SCOPUS indexed journals and attended various conferences.

Research Work in PhD

1.-

Crop Yield Prediction System for Indian Agriculture using a combination of Machine Learning and Deep Learning Frameworks

Awards

1.-

Received "Best Teacher Award" awarded by Akshaya Institute of management

2.-

Certificate of Appreciation is received from NPTEL – SWAYAM in recognition of role as mentor for the NPTEL online certification course Big Data Computing.

3.-

Contributed as Internal ISO Audit Member

Participation in Conference

1.-

 Presented a Paper on “Green Computing – A Review on E-Waste”in a NationalConference on Recent Advancement in Information and Computer Technology in VLB Janakiammal College of Arts & Science on 20.03.2015.

2.-

Presented a Paper Entitled as “ SECURITY ISSUES AND ATTACKS IN UNDERWATER WIRELESS SENSOR NETWORK” in International Conference On Advances in Information Technology & Networking (ICATN-16) conducted by School of Information Technology and Science, Dr.G.R.Damodaran College of science, Coimbatore.

3.-

Presented a Paper Entitled as “The Past, Present And Future Of Android Development”in National Conference On Advanced Computing And Communication Technologies(NCACCT-16) conducted by PG & UG Department of Computer Applications, Department of Computer Science and Department of Information Technology, Vidyasagar college of arts and science, Udumalpet. (ISBN : 978-93-82570-73-8)

4.-

Presented a Paper Entitled as “A Study on ETL Tools in Data Mining”in National Conference On Recent Advancement in Information and Computer Technology (NCRAICT-17) conducted by Department of Information and Computer Technology, V.L.B Janakiammal college of arts and science, Coimbatore. (ISBN:978-93-80461-18-2)

5.-

Presented a paper in International Conference on “Emerging Trends in Science and Technology( ETIST – 2021)” on the topic “Analysis of Rice and Wheat Production in India based on season using Machine Learning Classification Techniques, Organized by Department Of Biological Sciences , Physical Sciences and Computational Sciences, Nallamuthu Gounder Mahalingam College Pollachi.

6.-

 Presented a paper in International Conference on Recent trends in Computer science Engineering and Information Technology 2022 (ICRTCEI 2022) with entitled "An Improved Extreme Learning Machine Algorithm for Crop yield prediction", on 25.11.2022, organized by Rathinam College of Arts and Science, Coimbatore.

Research Publications

1.-

 Published a paper titled “Development of Crop Yield Prediction Model in Agriculture Using Improved Extreme Learning Machine", European Chemical Bulletin (Scopus Indexed Journal – July 2023) Vol. 12 Issue No 06, September 2023. ISSN: 2547-4597

2.-

 Published a paper titled “An EWOA – WTDCNN Model: Effective Whale Optimization Algorithm Incorporating with weight – Tuned Deep Convolutional Neural Network for Forecasting Indian crop yield Process", Tuijin/ Jishu Journal of Propulsion Technology (Scopus Indexed Journal) Vol. 44 Issue No 03, October 2023. ISSN: 1001 – 4055.

3.-

 Published a paper titled “Crop yield prediction using effective deep learning and dimensionality reduction approaches for Indian regional Crops", e-Prime - Advances in Electrical Engineering, Electronics and Energy (Scopus Indexed Journal – Elsevier ),Vol 8,2024

Workshop FDP

1.-

Attended 12 days FDP on "Data Science for All" by Electronics and ICT Academics at NIT warangal, IIITDM Jabalpur , IIT Kanpur, NIT Patna, IIT Guwahati, MNIT Jaipur and IIT Roorkee.

2.-

Attended 8 days FDP on "Current Trends in Information Technology" at NGM College, Pollachi

3.-

Attended 8 days FDP on "FDP on Application Perspectives in IOT" at NGM College, Pollachi

4.-

Attended 8 days FDP on " Latest Trends in IT" at NGM College, Pollachi

5.-

Attended 9 days FDP on "Selection of scholary journals and web visibility-strategies and techniques" at Dhanraj Baid jain College, Chennai

6.-

Attended 10 days FDP on "AI Tools for Teachers" at NGM College, Pollachi

7.-

Attended a FDP on “Development of Higher Education in India an overview”, organized by Guru AngadDev Teaching Learning Centre of MHRD, SGTB Khalsa College, Delhi University.

8.-

Attended a FDP on "Develop the Ability to Write Research Proposal”, organized by Adarsh Group of Institutions AIMIT, Chamrajpet, Bengaluru, Karnataka.

9.-

Attended 4 days FDP on "Impact on AI in Education and Industry post COVID-19” using WebEx.

10.-

Attended 3 days FDP on “Introduction to structural Equation Modelling for social science research”, organized by NGM College , Pollachi.

11.-

Attended 7 days FDP on "Research Perspectives on New Age Technologies”, organized by Department of Computer Science, NGM College, Pollachi.

12.-

 Participated in two days workshop on “Various Elements Pursued in Teaching For New College Teachers” conducted by Academy for Professional Development

13.-

 Participated in a one day workshop on “Embedded Systems In Robotics” Organized by Our Department (Department of Computer Technology), at NGM College, Pollachi.

14.-

 Participated in a one day workshop on “Cloud Application Development on PHP” Organized by Department of Information Technology and Computer Technology in association with PORAS Technologies India Pvt Ltd., at NGM College, Pollachi.

15.-

Participated in the “UGC SPONSORED ONE DAY WORKSHOP ON MATLAB” held at PG & Research department of Computer Science, Government Arts College, Udumalpet.

16.-

Participated in a two days workshop on “Big Data Analytics”, Conducted by Department of Computer Technology and Information Technology, N.G.M College in association with Innovative Dynamic Technologies, Coimbatore.

17.-

Participated in a two days workshop on “ Soft Computing Techniques in Information Retrieval”, Conducted by Department of Computer Science and Engineering in association with MCET – ISTE Staff Chapter(TN – 115), at Dr. Mahalingam College of Engineering and Technology, Pollachi.

18.-

Participated in workshop on “Python Programming” organized by Department of Computer Technology, NGM College, Pollachi.

19.-

 Participated in Faculty Development Programme on “Recent Trends in Higher Education in Science and Humanities to Rural Students” held from 12.6.2019 to 14.6.2019 at Nallamuthu Gounder Mahalingam College (Autonomous), Pollachi

20.-

Participated in National Level workshop on “Machine Learning” organized by Sri G.V.G Visalakshi College for women, Udumalpet and Robosol – for a cause & AAKAAR IIT, Bombay.

21.-

Attended an Online FDP “Development of Higher Education in India an overview”, organized by Guru AngadDev Teaching Learning Centre of MHRD, SGTB Khalsa College, Delhi University.

22.-

Participated International Faculty Development Programme on “Develop the Ability to Write Research Proposal”, organized by Adarsh Group of Institutions AIMIT, Chamrajpet, Bengaluru, Karnataka.

23.-

participated in Five days workshop on “Invisible skills”, organized by Department of Computer Science, Rathinam Group of Institutions, Coimbatore.

24.-

Participated in workshop on “Augumented Reality and Virtual Reality” organized by Sri GVG Visalakshi College for Women, Udumalpet in association with Pantech E-Learning Pvt. Ltd.

25.-

 Attended & organized One day Workshop organized on the titled “Digital Marketing for Entrepreneurial success and IPR “(In Collaboration with IIC) organized by CT, NGMC

26.-

participated in Two Days NAAC Sponsored National Level Workshop on “Implementation of outcome Based Education: Opportunities and Challenges – Learning Outcome based Curriculum Framework”,organized by Internal Quality Assurance Cell, NGM College, Pollachi.

27.-

Participated in 13 days FDP Programme on “Machine Learning” , organized by Electronics and ICT Academy, IIT Roorkee.

Books / Monograph

1.-

 Book Chapter Published on the title "An overview of Augumented Reality" in the book named "Transformation of Teaching-Learning Strategies in the Digital Era",I Edition ,Sep 2022.ISBN : 978-93-95422-04-8

Research Guidance

1.-

M.Phil Guide