Campus WalkProfile of V. Loganayaki
Research Area
Featured Publications
Research Areas:
Educational Data Mining, Data Mining, Machine Learning, Deep Learning, Explainable Artificial Intelligence (XAI), Artificial Intelligence in Education, Predictive Analytics, and Natural Language Processing.
Publications:
2025 – 2026
Title: Fake News Detection Using Natural Language Processing and Machine Learning
Journal: International Journal of Creative Research Thoughts (IJCRT)
Volume: 14
Issue: 4
Year: 2026
Article ID: IJCRTBT02013
Title: A Resource Efficient Deep Learning Model
Journal/Conference: 5th International Conference on Enhanced Techniques in Real-Time Applications (ICETRA’26)
Venue: United College of Arts and Science, Coimbatore.
Year: 2026
Title: GREENEDM ENERGY-EFFICIENT EDUCATIONAL DATA MINING FOR SUSTAINABLE LEARNING ANALYTICS PLATFORM
Journal/Conference: International Conference on Knowledge Acquisition in Computer Science: Techniques, Challenges, and Emerging Trends (ICKACS-2K26)
Venue: Kongunadu Arts and Science College, Coimbatore.
Year: 2026
Title: Low-Cost IoT-Based Real-Time Parking Management System
Journal/Conference: International Conference on Innovations in Computing and Biosciences
Venue: Sri Ramakrishna College of Arts and Science for Women in collaboration with Quest International University, Malaysia
Year: 2026
Title: Crop Yield Prediction in Hilly Microclimates Using ConvLSTM
Journal/Conference: Proceedings of the 10th International Conference on Communication and Electronics Systems (ICCES-2025), PPG Institute of Technology, Coimbatore
Year: 2025
Title: Transparent Deep Forecasting Framework for Multi-Modal IoT Data in Urban Waste Management
Journal/Conference: International Conference on Insights and Innovations in Emerging Technologies (ICIIET’25)
Venue: Venue: Sri Ramakrishna College of Arts and Science for Women in collaboration with Quest International University, Malaysia
Year: 2025
2017 - 2018
Title: Efficient Sentiment Analysis and Opinion Mining For Unsupervised Reviews
Journal: International Journal of Advanced Research in Computer Science and Management Studies
Volume: 5
Issue: 11
Year: 2017
2014 - 2015
Title: Information Retrieval for Visually Challenged Person
Journal/Conference: National Seminar on Smart Approaches in Computing Technologies and its Applications (NSSACTA’14), Dr. R.K. Arts and Science College, Karamadai, Coimbatore
Year: 2014
Courses Teaching
- C Programming
- C++ Programming
- Java Programming
- RDBMS & Oracle
- Computer Graphics/Multimedia & Applications
- Digital Fundamentals and Architecture
- Operating System
- E-Commerce
- PHP & Scripting Language
- Data Structures
- Linux & Shell Programming
- PC Systems and MATLAB Programming
- Artificial Intelligence
- Cyber Security
- Software Engineering
- Web Technology
- Data Mining
- .NET Programming
- Network Security
- Python Programming
Education & Career of V. Loganayaki
Education
Ph. D
Subject: Computer Science
Research Area: Data Mining – Education
Research Centre: United College of Arts and Science
Affiliated University: Bharathiar University, Coimbatore
Guide: Dr. N. Balakumar
Registration: December 2024
Mode: Part-Time
Status: Pursuing
MCA
Subject : Computer Applications
Institution : School of Distance Education
Affiliated University : Bharathiar University
Year of Award : 2012
M.Sc
Subject : Computer Science
Institution: Pioneer College of Arts and Science
Affiliated University : Bharathiar University
Year of Award : 2011
B.Sc
Subject : Computer Science
Institution: Pioneer College of Arts and Science
Affiliated University : Bharathiar University
Year of Award : 2009
Career
Present
Institution: Kongunadu Arts and Science College (Autonomous)
Department: Information Technology
Designation: Assistant Professor
Period: June 2024 – Till Date
Past
Institution: KG College of Arts and Science, Coimbatore
Department: Computer Applications
Designation: Assistant Professor
Period: January 2013 – October 2018
Publications of V. Loganayaki
2026
- “Fake News Detection Using Natural Language Processing and Machine Learning”, International Journal of Creative Research Thoughts (IJCRT), Volume 14, Issue 4, April 2026, Article ID: IJCRTBT02013.
- “A Resource Efficient Deep Learning Model”, presented at the 5th International Conference on Enhanced Techniques in Real-Time Applications (ICETRA’26), United College of Arts and Science, Coimbatore, 1 October 2026.
- “GREENEDM ENERGY-EFFICIENT EDUCATIONAL DATA MINING FOR SUSTAINABLE LEARNING ANALYTICS PLATFORM”, presented at the International Conference on Knowledge Acquisition in Computer Science: Techniques, Challenges, and Emerging Trends (ICKACS-2K26), Kongunadu Arts and Science College, Coimbatore, 21–22 August 2026.
- “Fake News Detection Using Natural Language Processing & Machine Learning”, presented/published at the International Conference on Emerging Trends in AI & ML, Data Science and Cloud Computing (ICAMDSCC-2K26), Sankara College of Science & Commerce, Coimbatore, 4 March 2026.
- “Low-Cost IoT-Based Real-Time Parking Management System”, presented at the International Conference on Innovations in Computing and Biosciences, organized by Sri Ramakrishna College of Arts and Science for Women in collaboration with Quest International University, Malaysia, 23 January 2026.
2025
- “Crop Yield Prediction in Hilly Microclimates Using ConvLSTM”, Proceedings of the 10th International Conference on Communication and Electronics Systems (ICCES-2025), PPG Institute of Technology, Coimbatore, 2025.
- “Transparent Deep Forecasting Framework for Multi-Modal IoT Data in Urban Waste Management”, presented at the International Conference on Insights and Innovations in Emerging Technologies (ICIIET’25), 7 October 2025.
- “Efficient Sentiment Analysis and Opinion Mining For Unsupervised Reviews”, International Journal of Advanced Research in Computer Science and Management Studies, Volume 5, Issue 11, November 2017, ijarcsms.com.
2014
- Presented the paper entitled “Information Retrieval for Visually Challenged Person”, at the National Seminar on Smart Approaches in Computing Technologies and its Applications (NSSACTA’14), Dr. R.K. Arts and Science College, Karamadai, Coimbatore, 12 September 2014.
Courses Handled by V. Loganayaki
C & C++ Programming, Java Programming, RDBMS & Oracle, Computer Graphics, Multimedia & Applications, Digital Fundamental Architecture, Operating System, E-Commerce, PHP & Scripting Language, Data Structures, Linux & Shell Programming, PC Systems and MATLAB Programming, Artificial Intelligence, Cyber Security, Software Engineering, Data Mining.
Projects Handled by V. Loganayaki
Projects Handled:
Guided UG student projects, including Major and Minor Projects, in the areas of Python Programming, Machine Learning, Data Mining, Artificial Intelligence, Web Technology, and Database Applications.
Research Guidance & Mentoring
Guiding UG students in research-oriented projects and mentoring them towards preparation and publication of research papers in national and international conferences in the areas of Data Mining, Machine Learning, Artificial Intelligence, and Educational Data Mining.
Institutional Responsibilities of V. Loganayaki
- Member in NAAC Criteria - I
- UMIS Coordinator - Department of Information Technology
Awards & Memberships of V. Loganayaki
BOOK PUBLICATION
- Introduction to R Programming — Textbook, First Edition, Bluepen International Publisher, 2026. ISBN: 978-93-6940-071-3.
- Quantum Computing — Textbook, First Edition, Scientific International Publisher, 2025. ISBN: 978-93-6674-654-8.
- Digital Computer Fundamentals and System Architecture — Book Publication, SK Research Group of Companies,2025. ISBN: 978-93-6492-046-9.
- Data Mining Concepts and Its Applications — Textbook, First Edition, Inam Pathippagam, November 2018. ISBN: 978-81-938982-7-7.
- Digital Fundamentals and Architecture — Textbook, Aruna Publications, 2017. ISBN: 941-78-1353-721-6.
AWARDS & RECOGNITIONS
- Meritorious Award for Book Publication, Kongunadu Arts and Science College (Autonomous), Academic Year 2025–2026, awarded on 5 March 2026.
- Certificate of Merit Award for Journal Publication – Special Issue (Conference Papers), Web of Science / Scopus Indexed, Academic Year 2025–2026.
- Letter of Appreciation, Spoken Tutorial Project, Indian Institute of Technology Bombay, for spreading awareness and conducting Individual Learning Workshop (ILW) at Kongunadu Arts and Science College, 29 July 2025.
NPTEL Online Certification – Introduction to Operating Systems, IIT Madras / SWAYAM NPTEL, July–September 2026, 8-week course.