Dr P.JAYAPRIYA MCA,M.Phil,P.hD.,

Assistant Professor

EMail:

Assistant Professor, Department of Computer Science.An experienced academic with over 12 years of teaching expertise, specializing in Digital Image Processing, Operating Systems, Deep Learning, and Machine Learning. Completed a Ph.D. at NGM College, contributing significantly to research in the field. Published more than 15 research articles in reputed journals, including IEEE, UGC CARE, and Scopus-indexed publications. A dedicated educator and researcher with a passion for advancing knowledge and fostering innovation in computer science.

Research Work in PhD

1.-

DESIGN AND DEVELOPMENT OF AN ENHANCED DEEP LEARNING METHODOLOGY FOR IDENTIFYING DISEASES PERTAINING TO MAIZE CROP USING IMPROVED GAUSSIAN PARTICLE SWARM OPTIMIZATION

Awards

1.-

Completed SEED money project received from management,Completed Innovation Ambassador Training "Foundation Level" conducted in online mode by MoE's Innovation Cell and AICTE during Academic year 2024-2025

Participation in Conference

1.-

“Innovative trends in Information technology” in National Conference at KG College of Arts and Science,Saravanapatti,Cbe on 07.02.2015

2.-

“Application Naives Bayes Class tech for Rice Yield Production in south India” in the national conference on Advanced computing technologies and intellectual property rights(NCACT’18) Organized by Department of computer science,St.Joseph’s College for women, Tirupur-641640,TamilNadu, India on 16.02.2018

3.-

“Modified DSR techniques for Detection of Gray hole Attack and Route Discovery” in national Conference on “Advanced Computing Technologies and Intellectual Property rights(NCACT ‘18’ organized by Department of computer science,St.Joseph’s College for women, Tirupur-641640,TamilNadu, India 16.02.2018.

4.-

“An efficient watershed transformation technique to detect cancer cells in human organs” organized by Indian Academicians and Researchers Association, Hindusthan College of Arts and Science on 24.01.2019.

5.-

“IOT based Smart Agriculture” in the International Conference held on 7.01.2020 in Nirmala College for Women.

6.-

“Data Mining Techniques to Predict Diabetics influenced Cardiac Arrest” in “National conference on Emerging Research Trends in Computer science and Technology (NCERTCST’20)” Organized by Department of Computer Science on 29.01.2020 in Shri Nehru Maha Vidyalaya College.

7.-

“Comparative Analysis of Bio and Medical Images using Marker based Morphological Watershed Image Segmentation in the 10th National Conference on Machine Learning and smart Technology (NCMLST-2020) held on 12.02.2020 in Sri Krishna Arts and Science College, Coimbatore.

8.-

“A Deep Multi Scale Convolutional Global Pooling Neural Network Model for Identification and Classification of Maize Plant Diseases” on 27.10.2021 organized by Department of biological Science, Physical Science and Computational Science, NGM College, Pollachi.

9.-

“Bacterial foraging optimization on Recurrent Neural Network Structure against identification and classification of Maize Plant disease” International Conference on Emerging trends in science and technology(ETIST-2021)”on 27.10.2021 organized by Department of biological Science, Physical Science and Computational Science, NGM College, Pollachi.

10.-

“Bacterial Foraging Optimization based Recurrent Neural Network approach for Identification and Classification of Maize plant Diseases” on 11.08.2022-12.08.2022 in Third International Conference on Intelligent Computing, Instrumentation & Control Technologies, ICICICT-2022 ,Vimal Jyothi Engineering College,Kannur, Kerala, India

11.-

“Determination and Segmentation of maize plant disease using Improved Gaussian Particle Swarm Optimization on Convolution Neural Network” in the Research & Industry Symposium on Information and Cyber Security – RISICS’23 (in honour of Shri FC Kohli, Father of Indian Software Industry) supported by ACM Chennai and Coimbatore Chapters, CSI Chennai and Coimbatore Chapters and IEEE CS Madras Chapter, organized by the Department of Computing, Coimbatore Institute of Technology, Coimbatore on 25.01.2023.

12.-

“An Optimized Deep Learning Approach for Disease Classification” in International Conference on Recent Trends in Multi-Disciplinary Research and Innovation, organized by A.V.P College of Arts and Science,Tirupur on 13.09.2024

13.-

“Innovative Approaches in Deep Neural Networks:Enhancing Performance Through Transfer Learning ” in 3rd International Conference on Automation,Computing and Renewable Systems(ICACRS) organized by Mount Zion College of Engineering and Technology,Pudukkotai,Tamilnadu,India, from 04.12.2024-06.12.2024.

Research Publications

1.-

Workshop FDP

1.-

Cyber Security and Digital Forensic, School of Computing Science, Sree Saraswathi Thyagaraja College, Pollachi from 27.05.2019 to 31.05.2019

2.-

Dhrono-The Art of Teaching and Learning for Next Generation,Department of Business Administration (BBA), D.G.Vaishnav College, Chennai from 11.04.2020 to 16.04.2020

3.-

R-Programming,Sri Krishna Arts and Science College- Coimbatore along with IIT Bombay Spoken Tutorial -Bombay from 19.04.2020 to 24.04.2020

4.-

Current Technologies in IT Industry,Department of Computer science (Aided) and ISO,Nallamuthu Gounder Mahalingam college,Pollachi from 14.05.2020 to 18.05.2020

5.-

Enhance Your IT Skills during Quarantine,Bishop Appasamy College of Arts and Science College from 18.05.2020 to 23.05.2020

6.-

Data Science,Department of Computer science(SF),Nallamuthu Gounder Mahalingam college from18.05.2020 to 24.05.2020

7.-

Innovation in Information technology post COID-19,Department of BCA,NGM College,Pollachi from 21.05.2020 to 27.05.2020

8.-

The Scope and Impact of Open Source Technologies,Department of Computer Science and Engineering,Vellalar College of Engineering and Technology from 26.05.2020 to 30.05.2020.

9.-

Digital Image Processing with Research Methodology ,Karpagam College of Engineering, Coimbatore from15.06.2020 to 19.06.2020

10.-

Faculty Development programme, KPR College of Arts Science and Research,Coimbatore from 06.07.2020 to 10.07.2020

11.-

Recent Trends in Data Science & Big Data Analytics,KG College of Arts and Science from 28.06.2021 to 03.07.2021

12.-

Machine Learning and Deep Learning,Easwari College of Engineering,chennai from 21.02.2022 to 26.02.2022

13.-

Advanced Computing Technologies,Department of Computer science(SF),NGM College,Pollachi from 25.07.2022 to 31.07.2022

14.-

Impact of Artificial Intelligence,Department of Computer Science,Dr SNS Rajalakshmi College of Arts and science from 07.11.2022 to 11.11.2022

15.-

Data Analytics and Machine Learning(Online),Ramco Institute of Technology-Department of Artificial Intelligence and Data Science from13.02.2023 to 17.02.2023

16.-

Data Science Specialization using Python,Department of Computer Science, Dr.SNS Rajalakshmi College of Arts and Science, Coimbatore from 19.06.2023 to 23.06.2023

17.-

Machine Learning for Data Science,Department of Computer Applications, Sri GVG Visalakshi College for Women,Udumalpet and KG College of Arts and Science,Coimbatore from 17.07.2023 to 21.07.2023

18.-

Quality Education for Nation Building,IQAC ,SIIMS from 31.07.2023 to 08.08.2023

19.-

AI Tools for the Teachers,Department of Computer Science(SF) jointly with PG and Research Department of Botany, NGM College,Pollachi from 7.08.2023 to 17.08.2023

20.-

Emerging Trends in Data Analytics and Machine Learning,Karunya Deemed University from 18.09.2023 to 22.09.2023

21.-

Exploring New Frontiers in Teaching Tools, AI and Data Analytics , MEASI Institute of Information Technology, Royapettah, Chennai from 29.07.2024 to 02.08.2024

22.-

Innovation in Recent Trends and Research Applications on Computing and Informatics,Department of Information Technology in association with IQAC, Haldia Institute of Technology from 29.07.2024 to 02.08.2024

23.-

Yoga for Emotional Stability,Department of Human Excellence ,NGM College,Pollachi from 25.08.2024 to 02.08.2024

24.-

Yoga for Emotional Stability,Department of Human Excellence ,NGM College,Pollachi from 04.11.2024 to 08.11.2024

25.-

Empowering Image Processing and Artificial Intelligence Techniques with MATLAB,Department of Computer science and Engineering at SRM Institute of Science and Technology, Ramapuram,Chennai from 09.12.24 to 14.12.24

26.-

Work shop on Research Paradigms in Medical Image Processing, SVS Institute of Computer Applications from 21.09.2012 to 22.09.2012

27.-

Work shop on Data, Network and Cyber Security, MCET college of Technology,Pollachi from 09.03.2018 to 10.03.2018

28.-

Work shop on E-Content Development, NGM College on 28.09.2018

29.-

Work shop on Dynamic Website Creation,Department of Computer Science,NGM College, Pollachi on 07.01.2019

30.-

Work shop on Android apps and security-NLWAS ‘19, Department of Computer Application,Rathinam college of arts and science on 20.09.2019

31.-

Work shop on Blockchain,NoviTech R&D private Limited on 26.09.2023

32.-

Work shop on Cyber Security,NoviTech R&D private Limited on 27.09.2023

33.-

Work shop on Full Stack Development, NoviTech R&D private Limited on 28.09.2023

34.-

Work shop on Internet of Things, NoviTech R&D private Limited on 29.09.2023

35.-

Work shop on Data Analytics & AI,Centre for Computer Science and Information Technology(CCSIT),Majeri,University of Calicut on 15.06.2024

36.-

Research Approach on Data Extraction from Manuscripts using Deep Learning, Department of CSE(AI and ML) and CSE(CYS) MCET College,Pollachi from 03.01.2025 to 04.01.2025

Books / Monograph

1.-

Published a book “Deep Learning with Neural Networks” with ISBN 978-620-7-47189-8, by LAP Lambert Academic Publishing

Research Guidance

1.-

NIL