Dr. MANOCHANDAR S

Assistant Professor

Area: Digital Business & Analytics

Educational Background

• Ph.D, National Institute of Technology, Tiruchirappalli
• MBA, University College of Engineering, Tiruchirappalli (BIT Campus)
• B.E, Computer Science & Engineering, PABCET

He has one year of industry experience and 3.5 years of academic experience. His research interests include Data Mining, Business Analytics, Machine Learning, Deep Learning, and Time Series Analysis. He is proficient in tools such as MATLAB, R Studio, SPSS, LISREL, Minitab, and EViews. He is also a member of several professional organizations, including IEEE, the International Association of Engineers (IAENG), the International Society for Data Science and Analytics, IFERP, the Society of People Analytics, and the Institute of Data Science and Artificial Intelligence. Furthermore, he has served as a reviewer for various international peer-reviewed journals.

Publications

Journal

• Manochandar, and M. Punniyamoorthy, “Scaling feature selection method for enhancing the classification performance of Support Vector Machines in text mining” Computers & Industrial Engineering, Elsevier, Vol.124, pp. 139-156, October 2018 (ABDC – ‘A’ Category, SCIE, SCOPUS)
• Manochandar, M. Punniyamoorthy, and R.K. Jeyachitra, “Development of new seed with modified validity measure for k-means clustering”, Computers & Industrial Engineering, Elsevier, Vol.141, January 2020. (ABDC – ‘A’ Category, SCIE, SCOPUS)
• Manochandar, and M. Punniyamoorthy, “A new user similarity measure in new prediction expression for collaborative filtering”, Applied Intelligence, Springer, Vol.51, pp.586-615, 2021 (SCIE, SCOPUS)
• Sindhumitha K, Jeyachitra R K, S. Manochandar, (2022) “Joint Modulation Format Recognition and Optical Performance Monitoring for Efficient Fiber Optic Communication Links Using Ensemble Deep Transfer Learning”, Optical Engineering- SPIE Digital Library, Vol. 61,11, 2022 (SCIE).
• Suvarna S, Manochandar S, S. Jyothirmaye Reddy, Arti Chudamanrao Lokhande, Shailesh Kediya; Archana Rathore, “A Study on HRM Practices in Small and Medium Enterprise”, World Journal of Management and Economics, Vol 15,4,2022 (ABDC- ‘C’ Category).
• Manochandar, S., Barathi, S., Khan, I., Mhatre, K. J., Bhadane, J. R., & Sharma, A. (2022), “A Study on Students Online Buying Behavior Influenced by Facebook Advertising with Special Reference to Colleges, Journal of Pharmaceutical Negative Results, 1626-1630 (SCOPUS, ESCI).
• Ayaz Ahmad, S. Manochandar, et al. (2022) “Sleeping habits among school children and their effects on sleep pattern”, Journal of Pharmaceutical Negative Results, 1584-1589. (SCOPUS, ESCI).
• Manochandar “AI-Enhanced Smart Cooking Pot: A Culinary Companion with Intelligent Sensing”, IETI Transactions on Data Analysis and Forecasting (iTDAF), Vol. 2 No. 2, 2024. (Peer Review Journal)
• Manochandar S, Balaji “An Investigation on Customer Preference Towards the Online Streaming Platform with Special Reference to Tamilnadu” Industrial Engineering Journal, Volume: 53, Issue 6, No.5, June: 2024 (UGC CARE)
• Krishna, Manochandar S, Sountharya “A Study on Investors Perception Towards Stock Market Investment with Special Reference to Tiruchirappalli District” Industrial Engineering Journal, Volume: 53, Issue 7, No.1, July: 2024 (UGC CARE)
• Priyadharshini B, Manochandar S, Lakshmanan L “Exploring the Nexus of Consumer Brand Affinities and Influencing Factors in the FMCG Sector” Industrial Engineering Journal, Vol. 53, Issue 10, No.1. 2024, (UGC CARE)
• Manochandar, S. “Optimizing Inventory Management and Demand Forecasting with LSTM Neural Networks and Machine Learning: An Integrated Approach with ABC-DEA Classification.” Library Progress International, 44, no. 3 (2024): 24909-24917. (SCOPUS)

Conference

• Sunil, G., Manochandar.S., Atheeq Sultan Ghori, M., Kumar, K. S., Kumar, B., & Dhanke, J. (2023, December). Semantic Analysis and Machine Learning Techniques for Enhancing Content-Based Image Retrieval. In International Conference on Mechanical and Energy Technologies (pp. 229-241). Singapore: Springer Nature. 2023.
• Sindhumitha Kulandaivel, Rithik Yadav, Rahul Anand, R.K. Jeyachitra and Manochandar.S, “A Transfer Learning Approach Towards Optical Spectrum Based Optical Performance Monitoring”, 2023 International Conference on Computer Communication and Informatics (ICCCI), IEEE, Jan. 23 – 25, 2023, Coimbatore, INDIA– Published (DOI: 10.1109/ICCCI56745.2023.10128561)
• Sukanesh, R., Jeyachitra, R. K., Ajmera, S., Avinash, K., and Manochandar, S. “Optical CAD tools for microwave photonic filters”, International Conference on Mechanical and Electronics Engineering (ICMEE 2009), Chennai, India, July 24-26, 2009. Proceedings of the International Conference on ICMEE, Chennai, 2010, ISBN No. 978-981-4289-78-8, pp. 93-98.

Book

• Manochandar S and Akshaya N, (2024), “The Basics and Fundamentals of Neuromarketing”, Scientific International Publishing House, ISBN: 978-93-6132-386-7

Book Chapter

• K. Jeyachitra, Manochandar.S, and Pradeep doss. M, “Intelligent Optical Networks: Challenges, Opportunities and Applications”, Intelligent Communication Networks: Research and Applications, CRC Press, 2024- Published, ISBN 9781032300214
• K. Jeyachitra, and Manochandar. S, “Machine Learning & Deep Learning: Classification and regression problems, Recurrent Neural Networks (RNN), Convolutional Neural Networks (CNN)”, “Multimodal Biometric and Machine Learning Technologies: Applications for Computer Vision”, Scrivener Publishing” Wiley- December 2023, doi.org/10.1002/9781119785491.ch10- Published, ISBN: 978-1-119-78547-7

Book Editor

• AI & ChatGPT tools for Teaching learning Process, Red Shine Publication, 2024

LinkedIn:

www.linkedin.com/in/manochandar-s-b77676212

Google Scholar : https://scholar.google.com/citations?user=SnVHhZMAAAAJ&hl=en&oi=ao