Birla Institute of Technology, Mesra
   
Dr. Debjani Mustafi
Assistant Professor, Computer Science and Engg
Ph.D, MCA
Contact Address
Permanent Address Flat No. G3 Block A, Anandomani Apartments, Jatin Ch. Road, Besides Hotel Landmark Lalpur, Ranchi, Jharkhand-834001, India.
Local Address Quarter No. D I/52 Near Hostel 9, Inner Campus, BIT Mesra, Ranchi, Jharkhand-835215, India
Phone (Office) 2275444
Phone Residence 9955450060
Email Id debjani.mustafi@bitmesra.ac.in
Joined Institute on : 13-Jan-2007
  Work Experience
 
Teaching : 13 Years

Research : 11 Years

Individual: 2 Years

  Professional Background
  • Worked previously as System Analyst at BIT, Mesra under the World Bank TEQIP  scheme from 2007 -2009.
  • Worked as Lecturer in the Department of Computer Science, Siliguri College, West Bengal Aug. 2001- Nov. 2003. 
  Research Areas
 

My current research is in the field of Information and Image Retrieval from Document Corpus, Analysis of Nature Inspired Algorithm and Document Clustering.  

  Award and Honours
 

Best Paper award in 6th International Conf. on Nano Electronics Circuits & Communication Systems, 2020 for presenting the paper “Advancement of Image Captioning: A Comprehensive Survey”.

   Publications
 

2021

Masroor F., Bhattacharjee V., Mustafi D., A Fuzzy Logic Approach for Software Cost Prediction, In proceedings of  4th International Conference on Microelectronics, Computing and Communication Systems 2021, Springer (Pp. 379-389).

2020

 Mustafi D., Mustafi A., Sahoo G., A Novel Approach to Text Clustering using Genetic Algorithm Based on the Nearest Neighbour Heuristics, International Journal of Computers and Applications, Taylor & Francis Vol. 42, Pp.1-13, 2020.

Bhattacharjee N., Mustafi D., Bhattacharjee V., A Big Data Architecture for Health Care, International Journal of Engineering & Research Technology, Vol. 9(4), Pp.108-112, 2020

Mustafi D., Bhattacharjee V., Bharti J., Advancement of Image Captioning: A Comprehensive Survey, 6th International Conf. on Nano Electronics Circuits & Communication Systems (IEEE Sponsored) 2020(In Press)

2018

 Mustafi D., Sahoo G., A Hybrid Approach using Genetic Algorithm and Differential Evolution Heuristic for Enhanced Initialization of the K-Means Algorithm with Applications in Text Clustering, Soft Computing Vol. 23, Pp. 6361- 6378, Springer Publications.

 2016

Mustafi D., Sahoo, G., Mustafi, A., A multi criteria document clustering approach using genetic algorithm. Advances in Computational Intelligence, Vol. 1, Springer, Pp. 237–247, 2016

Mustafi D., Sahoo, G., Mustafi, A. "An improved Heuristic K- Means clustering method using Genetic Algorithm based initialization", Computational Intelligence in Data Mining-Volume 1, Springer, Pp. 123-132, 2016.

2013

Prakash A. and Mustafi D., "Fuzzy Logic Approach to Combat Web Spam with TrustRank", International Journal of Innovative Research in Computer and Communication Engineering, Vol 1, Issue 4, Pp. 1100-1106, ISSN 2320-9798

  Current Sponsored Projects
 

 "Investigation of  Document Clustering using Nature based algorithm in an optimized vector space" (Internal project sponsored under BIT seed money scheme). Total value of Rs. 0.8 Lacs. 2015-2017.