Dr. B. KALAISELVI

Assistant Professor

Department: B.Sc. IT

I am B. Kalaiselvi, an Assistant Professor in the Department of Information Technology at NGM College, Pollachi. I hold a Ph.D Degree in Computer science with specialization on Machine Learning from Government Arts College, Udumalper. My teaching experience spans on Machine Learning, Programming languages such as python, java, etc. focusing on fostering an engaging and collaborative learning environment for undergraduate students. My research interests include machine learning, and I have published extensively in scopus and UGC Carelist journals, contributing to advancements in academic prediction of students academic performance.

I have presented papers at national and international conferences, conducted workshops.

Research Work in PhD

1.-

Prediction of Placement and Academic Success of Students in NGM College

Awards

1.-

Organized an Elocution competition in commemoration of 75th independence day on the topic “யாதுமாகி நிற்பவள் பெண்” for NGM college students on 21.3.2023

2.-

Acted as a Quiz Master for the Quiz programme conducted by Quiz Club of NGM College on 17.2.2023

3.-

Received a SEED Money of Rs. 25,000/- for research activity from our college on 30.3.2022

Participation in Conference

1.-

Attended an “International Conference on Innovations in Robotics, Intelligent Automation and Control (ICIRIAC 2022)” and presented a paper entitled “Ensemble Voting Machine Learning Model for Prediction of Campus Placement of the student” on 14th October 2022, conducted by Department of Mechatronics Engineering, Sri Krishna College of Engineering and Technology.

2.-

Attended an IEEE conference from 24.6.2022 to 26.6.2022 and presented a paper entitled “Ensemble Machine Learning AdaBoost with NBTree Model for placement data analysis” and it was published in IEEE digital Xplore..

3.-

Presented a paper in the 2nd International conference on Intelligent Technologies (CONIT 22) in the topic “ Ensemble Machine Learning Adaboost with NBTree model for placement Data Analysis” Organized by IEEE Bangalore from 24.06.2022 to 26.06.2022

4.-

Presented a Research paper in ETIST-2021 organized by IT clusters of NGM College, on 27.10.2021

Research Publications

1.-

A Comprehensive usage of Enhanced K-Medoid Clustering Algorithm in Banking Sector – International Advanced Research Journal in Science, Engineering and Technology, Volume 2, Year 2015, Pages 102-105, 2015

2.-

An All-Embracing Usage of Enhanced K-Medoid Clustering Algorithm in Insurance Precinct - International Journal of Engineering Research and Modern Education, Volume 2, Year 2017, Pages 170-175, DOI: http://doi.org/10.5281/zenodo.822807., 2017

3.-

Academic Performance Prediction for First Year Students in Covid Pandemic Period Using Data Mining Technique - Journal of Maharaja Sayajirao University of Baroda, Volume 54, Year 2020, Pages 168-174., 2020

4.-

Ensemble Machine Learning AdaBoost with NBTree Model for Placement Data Analysis - 2022 2nd International Conference on Intelligent Technologies (CONIT), Year 2022 DOI: 10.1109/CONIT55038.2022.9847993. , 2022

5.-

Analysis of Placement Performance Prediction on Students Data Using Machine Learning Algorithm - Journal of Maharaja Sayajirao University of Baroda, Volume 56, Year 2022, Pages 86-90, 2022

6.-

Ensemble voting machine learning model for prediction of campus placement of the student – AIP Conference Proceedings, Volume 2914, Year 2023, Pages 1-6 DOI: https://doi.org/10.1063/5.0175866, 2023

7.-

Ensemble Voting Classifier-based Machine Learning Model for Predictive Modeling of Campus Student Placements - Science and Technology: Recent Updates and Future Prospects , Volume 11, Year 2024,Pages 93-107 DOI: https://doi.org/10.9734/bpi/strufp/v11, 2024

Workshop FDP

1.-

Attended a five days FDP on “Yoga for Healthy Life” conducted by the Department of Human Excellence from 05.08.2024 to 13.08.2024.

2.-

Attended a five days FDP on Exploring New Frontiers in Teaching Tools, AI and Data Analytics conducted by MEASI Institute of Information Technology from 29.7.2024 to 2.8.2024.

3.-

Attended one week FDP programme on “Research Methodology and Advanced Pedagogies in Higher Education” conducted by Department of social work, NGM College from 24.4.2023 to 28.4..2023

4.-

Attended Knowledge enhancement Program on Field Identification of highly utilized medicinal plants for daily life Conducted by PG, Department of Botany on 7.11.2022

5.-

Attended a 5 Days ( 10.10.22 to 14.10.22) National Level FDP program titled “Recent Trends in Research Methodologies and Tools” conducted by the Department of Information Technology, KG College of Arts & Science, Coimbatore.

6.-

Attended a Professional training program on 22.09.2022 titled “Data security, Restoration and E-Mail security” conducted by the Department of Computer Technology, NGM College.

7.-

Attended the National workshop on “Data analytics using R” organized by Department of Data Analytics (PG), PSGR Krishnammal College, Coimbatore on 12.10.2021.

8.-

Attended the 7 Days FDP “On Research Perspectives on New Age Technologies” organized by Dept. of Computer Science (SF), from 03.08.2021 to 10.08.2021.

9.-

Attended the 7 Days FDP “On Research Perspectives on New Age Technologies” organized by Dept. of Computer Science (SF), from 03.08.2021 to 10.08.2021.

Books / Monograph

1.-

NIL

Research Guidance

1.-

NIL