DR. G. Jaculine Priya

QUALIFICATION & SPECIALIZATION: B. C. A., M. C.A., M.Phil. in Computer Science, Ph.D. in Computer Science (Artificial Intelligence (AI) & Machine Learning (ML))

EXPERIENCE IN YEARS TEACHING/PRACTICE/INDUSTRY/RESEARCH: 12 years of teaching experience 3 Years Research

Overview

Publications:

· Global Fraud Prevention Leveraging Artificial & Machine Learning Technologies – Scopus Indexed and AIP Conference Proceedings Volume No: 2523,020174 (2023)

· Analysing and Classification of Attacks in Digital Era Using Machine Learning, Neuroquantoloy, 2022

· Enhanced Random Forest Algorithm for Faster and Accurate Fraud Detection, GIS Science Journal, 2022

· Fraud Detection and Prevention Using Machine Learning Algorithms: A Review – Scopus Indexed and IEEE 978-1-7281-7612-3/20 (2021)

· International E-Conference on Advances in Information Technology ICAIT-2020 Organized by BIHER “Real Time Global Fraud Detection and Prevention” on 25th & 26th June 2020. ISBN: 978-93-5407-796-8

Conference Presentations (National and International):

1. 5^th Congress on Intelligent Systems (CIS 2024) 2024 held at Christ University Bangalore titled “Challenges and Gaps in Scene Text Detection and Recognition” A detailed Survey during September 04-05, 2024

2. International Conference on Work Integrated Learning – 2024 held at BITS Pilani Hyderabad Campus titled “Gen AI: Education in the Age of Innovation, Benefits and future trends leveraging passion identification model” during 15-16 April 2024

3. International Conference (ICEES-2020) by SSN College “Fraud Detection and Prevention Using Machine Learning Algorithms: A Review” on 13^th February 2021 IEEE 978-1-7281-7612-3/20

4. International Conference (ICePhaST – 2020) by SRM University “Global Fraud Prevention Leveraging Artificial & Machine Learning Technologies” on 17^th November 2020 – ISBN 978-93-84136-20-8

5. International E-Conference on Advances in Information Technology ICAIT-2020 Organized by BIHER “Real Time Global Fraud Detection and Prevention” on 25^th & 26^th June 2020. ISBN: 978-93-5407-796-8

Books/Book Chapters:

1. Book Chapter: Machine Learning for Information Extraction, Data Analysis and Predictions in the Healthcare System- Wiley Scrivener Publishing

2. 1^st Author for the book named Understanding Cryptography ISBN: 978-81-965025-2-2

3. 1^st Author for the book named Fundamentals of Python Programming ISBN: 978-81-969662-8-7

CONFERENCES/SEMINARS/WORKSHOPS/FDPS ATTENDED:

1. Attended AICTE FDP on AI Evolution: From Foundations to Generative AI, 2024

2. Attended 5 days FDP on Exploring New Frontiers in Teaching Tools, AI and Data Analytics by MEASI 2024

Academic Biography

Dr. G. Jaculine Priya has a B.C.A. degree from Holy Cross College in Trichy, M.C.A. degree from Periyar Maniyammai Institute of Technology—Thanjavur, M.Phil. in Computer Science from Madurai Kamaraj University, and a Ph.D. in Computer Science (Specialization: AI) from Vels University.

Research and Publications

Authored book “Understanding Cryptography” by AN Publications, 2023.
Global Fraud Prevention Leveraging Artificial & Machine Learning Technologies – Scopus Indexed and AIP Conference Proceedings Volume No: 2523,020174 (2023)
Analysing and Classification of Attacks in Digital Era Using Machine Learning, Neuroquantoloy, 2022
Enhanced Random Forest Algorithm for Faster and Accurate Fraud Detection, GIS Science Journal, 2022
A Hand book on Intelligent Health Care Analytics: IHCA-2021 “Machine Learning for Information Extraction, Data Analysis and Predictions in Healthcare System” -Book Chapter by Scrivener Publishing – Wiley May 2022.
Fraud Detection and Prevention Using Machine Learning Algorithms: A Review – Scopus Indexed and IEEE 978-1-7281-7612-3/20 (2021)
International E-Conference on Advances in Information Technology ICAIT-2020 Organized by BIHER “Real Time Global Fraud Detection and Prevention” on 25th & 26th June 2020. ISBN: 978-93-5407-796-8