Dr. N.Prakash

Teaching

Educational Background

Work Experience

Lecture Courses Handled

• Scrum Master
• Agile Software Development
• AI for Data Science
• Business and Data Analytics
• Data Mining Techniques and Tools
• Software Engineering
• Software Testing and Quality Assurance
• Software Quality Management
• Software Project Management
• Data Warehousing and Data Mining      
• Programming in Python
• Database Management Systems
• Operating Systems
• Object Oriented Analysis and Design
• User Interface Design
• Programming for Problem Solving

Research

Area of Research Interest

• Software Engineering
• Software Testing
• AI and Data Science

Publications

Book

• N. Prakash, Ms. R. Ramya, Ms. R. Pavithra, Artificial Intelligence and Machine Learning, Charulatha Publications, July 2025. (ISBN: 139789362600202)
• N. Prakash, Sr. J. Seetha, Dr. Sreenivasulu Gogula, Dr. D. Nagarju, Dr. Siva Shankar S, REST Publisher, Dec 2023. (ISBN: 9788196052454)
• K. Mithili, Dr. D., Nagaraju, Dr. Sreenivasulu Gogula, Dr. N. Prakash, Dr. Ajith Sundaram, Web and Social Media Analysis, GCS Publishers, April 2023. (ISBN: 9788196312572)

Book Chapters

• Prakash N, Kireet Muppavaram, Amit Gangopadhyay, Sudhir Ramadass, Siva Shankar S, “Real-World Impact: Case Studies and Success Stories in AI-Driven Alzheimer’s DiseaseResearch and Care”, IGI Global Scientific Publishing, 2024.
• Imran S. M, Prakash N, WADET: A Novel Approach to Chronic Kidney Disease Detection and Analysis, International conference on Computational Intelligence for Clinical Diagnosis. EAI/Springer Innovations in Communication and Computing. Springer, 2023
• N. Prakash and Sumaiya Harish, “Short Term Price Forecasting of Horticultural Crops Using Long Short Term Memory Neural Network” in the International Conference on Computational and Bio Engineering, Springer Nature, Vol. 2, pp. 111-118, 2019.
• R. Santhosh Kumar and N. Prakash, “Career Recommendation for the undergraduate students using content based filtering method” in the International Conference on Computational and Bio Engineering, Springer Nature, Vol. 2, 137-144, 2019.
• G. Siva Krishna and N. Prakash, “Enhanced Edge Smoothing for SAR Data Using Image Filter Technique”, Proceedings of 3^rd International Conference on Data Engineering and Communication Technology, Springer Nature, Vol. 1, pp 141 – 153, 2019.

International Journal

• G Sumaiya Farzana and N Prakash, Tomato price forecasting using a stacked LSTM network with global scaling CNN and RC layer, International Journal of Advanced Technology and Engineering Exploration, Vol 12, No. 125, PP 653–669, 2025
• Sonya A, Prakash N, Liliana G and Rozalia V, “A New Encryption Scheme Using Blockchain for Secured Accessing of Sensitive Health Care Records”, Journal of Advances in Information Technology, Vol 16, No. 4, pp 510-526, 2025.
• Imran SM, Prakash N, Rahman AA. Chronic Kidney Disease Prediction using Hybrid Optimization Search Model (HOSM). Nanotechnology Perceptions, Vol. 20, No. S6, PP 203–225 2024
• Santhosh Kumar, R., Prakash, N. Prediction of Various Job Opportunities in IT Companies Using Enhanced Integrated Gated Recurrent Unit (EIGRU). Annals of Data Science, 11, No. 6, PP 2001-2018 December 2024
• Imran, S. M, Prakash, N., Hazeena, K, & Sivasubramanian, S. . (2023). Robust Chronic Kidney Impact Identification System Using Prab Algorithm. International Journal of Intelligent Systems and Applications in Engineering, 12(7s), 404–411.
• Siva krishna and N. Prakash, “Deep learning for efficient and multi‑labelled classification of synthetic aperture radar images”, Springer Journal of Evolving Systems, June 2021, https://doi.org/10.1007/s12530-021-09390-5
• Y Sharmasth, Vali, N Prakash, L Shakkeera, “An Efficient Diagnosing Anomalies and Discovering Secure Route Path in MANET DADSR”, Journal of Analytical and Experimental Modal Analysis, vol. 12, No. 9, pp. 1118 – 1124, 2020.
• Siva Krishna and N. Prakash, “Enhanced Noise Removal Technique Based on Window Size for SAR Data”, International Journal of Advanced Science and Technology, Vol. 28, No. 20, pp. 633-638, 2019. (ISSN: 2005-4238 (Print)) – Impact Factor – 0.41
• Siva Krishna, Shobini.B, and N.Prakash, “Despeckling SAR Images Thought Nest ESA Tool”, Journal of Mechanics of Continua and Mathematical Sciences, Vol.-14, No.-5, pp. 511-519, 2019. (ISSN (Print) 0973-8975) – Impact Factor – 0.17
• Siva Krishna and N.Prakash, “Enhanced Noise Removal Technique Based on Window Size for SAR Data”, International Journal of Advanced Science and Technology, Vol. 28, No. 20, 2019, pp. 633-638
• Arun Prakash T and Prakash N, “Empirical Analysis of Wrapper Classes with Real-Time Implication”, International Journal of Science and Innovative Engineering & Technology, Vol 3, 2019.
• Sharmasth Vali Yerur, Prakash N, and T.R. Rangaswamy, “Proactive Hybrid Intrusion Prevention System for Mobile Adhoc Networks”, International Journal of Intelligent Engineering and Systems, Vol. 10, No. 6, pp. 273 – 283, 2017.
• Mohamed Suhail and Prakash, N, 2017, “Adverse Drug Effects Analysis from Electronic Medical Records through Improved Text Mining Algorithm”, International Journal of Control Theory and Applications, Vol. 10, No. 25, 101 – 108.
• Prakash, N & Gomathi, K 2014, “Improving Test Efficiency through Multiple Criteria Coverage Based Test Case Prioritization”, International Journal of Scientific & Engineering Research, Vol. 5, No. 4, pp. 420-424.
• Prakash, N & Rangaswamy, TR 2013, “Potentially Weighted Method for Test Case Prioritization”, Journal of Computational Information Systems, Vol. 9, No. 18, pp. 7147–7156.
• Prakash, N & Rangaswamy, TR 2013, “Weighted Method for Coverage Based Test Case Prioritization”, Journal of Theoretical and Applied Information Technology, Vol. 56 No.2, 235–243.
• Prakash, N & Rangaswamy, TR 2012, “Multiple Criterion Based Test Case Prioritization”, European Journal of Scientific Research, Vol.84 No.1, pp.36 – 45.
• Prakash, N & Rangaswamy, TR 2011, “Coverage Based Test Case Prioritization Technique for Regression Testing”, CiiT International Journal of Software Engineering and Technology, Vol. 4, No. 3. Pp 61 – 67

International Conferences 

• Fariha H, Prakash N, “Flood Affected Agriculture Land Damage Detection using DenseNet and ResNet Models”, In the proceedings of 4th ACE International Conference on Applied Science, Engineering, Technology and Management, Alpha College of Engineering, May 2024.
• R. Santhosh Kumar and N. Prakash, “Prediction of Job Openings in IT Sector using Long Short – Term Memory Model Proceedings of the Fourth International Conference on IoT in Social, Mobile, Analytics and Cloud (I-SMAC), SCAD Institute of Technology, 7^th to 9^th October 2020, pp. 940-948.
• Ameen Ishaq MP and Prakash N, “Agility in Telecommunication Product Development, Challenges and The Way Forward”, In the proceeding of IEEE, 4th International Conference on Trends in Electronics and Informatics (ICOEI), Organized by SCAD College of Engineering and Technology, Tirunelveli, India, 15th to 17th June 2020.
• R. Santhosh Kumar and N. Prakash, “Career Recommendation for the undergraduate students using content based filtering method” in the International Conference on Computational and Bio Engineering(CBE’19)(Springer), Sri Padmavati Mahila Vishvavidyalayam University (Deemed to be University), Tirupati during 27/12/2019 to 28/12/2019.
• Sumaiya Harish and N. Prakash, “Short Term Price Forecasting Of Horticultural Crops Using Long Short Term Memory Neural Network” in the International Conference on Computational and Bio Engineering(CBE’19)(Springer), Sri Padmavati Mahila Vishvavidyalayam University (Deemed to be University), Tirupati during 27/12/2019 to 28/12/2019.
• G. Siva Krishna and N. Prakash, Enhanced Edge Smoothing for SAR Data Using Image Filter Technique”, Proceedings of 3^rd International Conference on Data Engineering and Communication Technology, Stanley College of Engineering and Technology for Women, Hyderabad, 14^th to 16^th March 2019.
• Prakash, N & Rangaswamy, TR 2012, “Modular Based Multiple Test Case Prioritization”, Proceedings of 2012 IEEE International Conference on Computational Intelligence and Computing Research, Organized by the Dept of CSE, Tamilnadu Engioneering College, Coimbatore, pp 496-502. (Acceptance ratio – 25%)
• Divya Catherine, I & Prakash, N 2015, “User-Oriented Vehicular Data Cloud Services”, International Conference on Science, Technology, Engineering and Management organized by Jeppiaar Engineering College, Chennai – 119, 26^th & 27^th March 2015.
• Presented a Paper Titled “Regression Test Case Prioritization Metrics for Object Oriented Programming” in International Conference on Information Systems and Software Engineering organized by the Department of Computer Science and Engineering, Meenakshi Sundararajan Engineering College, Chennai, during December. 28-30, 2010.
• Presented a Paper titled “System Dynamics Approach for Road Accident in GIS Framework” in International conference on “System Dynamics” organized by IIT – Karagpur – Kolkatta During 15-18 December 1998

National Conferences

• Ameen Ishaq MP and N. Prakash, “Managing Challenges of Agile Adoption in Tele Communication Product Development”, Proceedings of National Conference on Recent Trends in Computer Science and Mathematics, School of Computer Information and Mathematical Sciences, 4^th & 5^th April 2019.
• Presented a Paper Titled “Modeling Integrated Network Management Architecture” at a National Level Seminar on “UML Based Design Environment for Interactive Application” organized by Department of Information Technology, Thiyagarahar College of Engineering – Madurai, March 26^th 2004
• Presented a Paper Titled “Asai Based speech Synthesizer for Multimedia Applications” at a National Level Seminar organized by Department of Computer Science and Engineering, Sourastra University, Rajkot, GUJARAT, February 25^th
• Presented a Paper titled “Effective Access List for The Enhancement of Network Security” in National conference on “First National Conference on Computers & Communication Security” organized by St. Joseph Engineering College – Chennai During 30th & 31^st January 2004

Patents

• Internet of Things Based Intelligent Irrigation System Using Cloud Computing, during July 2021, Patent Office, India, Application No.202141031458
• System for Swimming Pool Water Quality Maintenance and Safety Using Artificial Intelligence and Methods Thereof filed during December 2020, Patent Office, India, Application No.202041052178
• Health Monitoring System for Pets Using Machine Learning, November 2020, Patent Office, India, Application No. 202041049770
• Ground Water Location Mapping Technique from Multivariable GIS Data Using Data Mining Methods, September 2020, Patent Office, India, Application No.202041035289

Extension

Funded Projects Completed

Resource Person/ Guest Lectures Delivered

• Delivered a guest lecture on “Data Visualization” in the AICTE Sponsored 2 weeks FDP on “Artificial Intelligence & Advanced Machine Learning Using Data Science”, on 30.11.2019, organized by the Department of Computer Science and Engineering, S.A. Engineering College, Chennai – 77.
• Delivered a Guest Lecture on “BUSINESS PROCESSES IN IOT” in the AICTE Sponsored Faculty Development Programme on “Recent Trends in Internet of Things and Its Research Issues” on 08.11.2019 held at MNM Jain Engineering College, Chennai Organized by the Department of Computer Science and Engineering on 6^th to 19^th November 2019
• Delivered a guest lecture on “Analytics Using Data Visualization” in the DBT Sponsored Short Term Training Course on “ Big Data Analytics in Bioinformatics”on 06.11.2019 held at MNM Jain Engineering College, Chennai Organized by the Department of Computer Science and Engineering on 4th – 17th November 2019
• Delivered a guest lecture on “Dimensional Reduction Method” in the AICTE Sponsored Faculty Development Programme on “Recent Trends In Big Data Analytics and Its Research Issues” held at MNM Jain Engineering College, Chennai Organized by the Department of Computer Science and Engineering on 20^th November 2017 – 2nd December 2017
• Delivered a guest lecture on “UML Diagrams – When and How” for third year B.E. (CSE) students at Prince Sri Venkateshwara Padmavathy Engineering College on 24.09.2017.
• Delivered a guest lecture on “OOAD Using UML” for third year M.Sc (5 yrs) integrated programmes in Computer Science and Information Technology, College of Engineering, Guindy, Chennai on 12.01.2016

Faculty Development Program Organized

• A five days Faculty Development Programme on “Agile Software Development – An Industry Perspective”, 25-29 June 2020.
• Faculty Training Programme on “Visual Modeling with IBM Rational Software Architect conducted from 16.07.2013 to 20.07.2013.
• Two weeks Faculty Development Programme on “Object Oriented Analysis and Design”, during 28-05-07 to 09-06-07 for engineering college faculties sponsored by QIP – Anna University, Cehnnai.

Professional Membership

• Life Member of Indian Society for Technical Education – Membership Number: 25573
• Computer Society of India (CSI) – Membership Number: 7021240103