Dr. Dharmendra Sharma

Associate Professor

Degree: Ph.D. (Information Retrieval), M.E. (Specialization in Software Engineering), B.E. (Computer Engineering

Email: Dharmendra.Sharma@nmims.edu

Specialization: Information Retrieval, Machine Learning, Analysis and Designing of Algorithm, Data Structure

Brief Profile:

Dr. Dharmendra Sharma is currently an Associate Professor in School of Technology Management and Engineering, Narsee Monjee Institute of Management Study, NMIMS University Indore Campus. He joined as an Associate Professor in the Department of Computer Science and Engineering in May 2018. He earned his doctorate in Computer Science and Engineering from MU, Chittorgarh, India in 2016. His research concentrated on the role of term weighting in the performance of Information Storage and Retrieval System. He has also worked on query knowledge enhancement and duplicate content sharing for Information Retrieval. He participated in many workshops and faculty development programs organized by IIT Bombay, NPTEL, edX, and Coursera. He is a faculty coordinator of Turing Club. As a part of Turing Club he organized various events like Data Focused hackathan- Datathon2021, Arcania Quiz I and II, Credit course on Agile Software Development ( In collaboration with TCS) and many more. He has sound knowledge on implementation and evaluation of various machine learning Algorithms, Data Science Algorithms and Model.

RESEARCH PUBLICATIONS

1. D. Sharma, S. Patel, "Recent advances in AI based automated personalized nutrition system: Future need of healthcare”, International Journal of Advanced Trends in Computer Science and Engineering, 9(5), pp. 7770–7776, 2020.
2. D. Sharma, S. Jain, "A model for context-based similarity measurement of opinions by using dynamic weighting scheme”, International Journal of Emerging Trends in Engineering Research, , 8(7), pp. 3314–3318,2020.
3. D. Sharma, "Evaluation of Preprocessing Techniques for Information Storage and Retrieval System”, International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.5, Issue 8, page no.966-968, August-2018.
4. D. Sharma, S. Jain, "Context-based Weighting for Vector Space Model to Evaluate the Relation between Concept and Context in Information Storage and Retrieval System”, IEEE International Conference on Computer, Communication and Control, MGI Indore, India, September 10-12, 2015.
5. D. Sharma, S. Jain, "Recall Improvement in Information Storage and Retrieval System by Enhancing Query Knowledge”, International Journal of Scientific Research in Science Engineering and Technology, page 149-152, Volume 1, Issue 3,Bangalore, India, 2015.
6. D. Sharma, S Jain, "Content Sharing in Information Storage and  Retrieval System Using Tree Representation of Documents”, IEEE International Conference on IT in Business, Industry and Government , Indore,India,2014.
7. D. Sharma, S. Jain, "Evaluation of Stemming and Stop word Techniques on Text classification problem”, International Journal of Scientific research in Computer science and Engineering, ISSN : 2455-3174(Online) Issue 2, Volume 3, India 2015.
8. D. Sharma, S Jain, "Information Retrieval: Overview”, National Conference on Intelligent Systems”, NCIS 2012.

9. Sharma, S. Jain, "Runtime Customization of Swap Partition to Improve the Performance of a Number Crunching Algorithm” International Journal of Computer Applications, vol 63, p 38,2013.
10. Sharma, S. Jain, "Analysis of security protocol in wireless LAN with IEEE802.11i standard”, Recent Trends in Cloud Computing, RTCC – IEEE MP subsection, vol 54, p 21, 2012.
11. Sharma, S. Jain, "Runtime Customization of Swap partition to Improve the performance of Recursive program”, National Conference on Intelligent System, NCIS – CSI, Vol 76,p 501,2012.
12. Sharma, G. Kukade,” SVM based GA text classification”, International Journal of Engineering Development and Research, Vol 2, Issue I, March 2014.
13. Sharma, G. Guhe, "Conveniency Improvement for Graphical Interface Using Gesture Detection”, "International Journal of Technical Research and Application”,IISN:2320-8163, Vol 3,Issue 6, 2015.

1. D. Sharma, H. Nagar, "Precision improvement in Information Storage and Retrieval System by Document Length Normalization”, International Journal of Scientific  Research in Computer Science and Engineering ,2016

D. Sharma, H. Nagar, "Query Knowledge Enhancement in Information Storage and Retrieval System by using Term Correlation”, International Journal of Engineering Development and Research,2016