Deepanwita Datta
About
- Current Position
- Assistant Professor
- Faculty Category
- Full-Time Faculty
- Academic Area
- Information Systems Management & Data Science ↗
Academic Profile
Dr Deepanwita Datta is currently an Assistant Professor in Information System Management at the Indian Institute of Management (IIM) Sambalpur. Prior to that, she was a full-time faculty in Computer Science and Engineering at Wrexham Glyndwr University, UK. Her areas of expertise include Data Analytics, Data Science, Machine Learning and Image Retrieval with a special focus on Data Analysis and Text Analysis. With more than seven years of experience in academia, her skill set includes professional-level data engineering and data management. Previously she was working as a Research Fellow (Data Mining & AI) at the University of the West of England, Bristol, UK. There she was involved in an Innovate UK project where her goal was to develop machine learning models for cost and budget prediction for partners like Network Rail, Highways England, and Transport for London (TfL) among others. She has been conferred the prestigious ERCIM-Alain Bensoussan Fellowship for postdoctoral research at NTNU, Norway. She has also been a visiting scientist at VTT, Finland. She holds a PhD in Computer Science and Engineering, from the Indian Institute of Technology (BHU), India.
Teaching
Courses
- DataAnalytics for Business
- Big Data Challenges and Opportunities
- Discrete Computational Methods
- Information Governance
- Artificial Intelligence
- Applied Research Methods
- Computability and Optimisation
- Discrete Computational Methods
- Database Management Systems
- Advanced-DataStructures and Algorithms
- Data Structures and Algorithms
- Parallel Computing
- Information Theory and Coding
- Digital Electronics
- Managerial Computing
- Recommender Systems for Business with Machine Learning and AI
- AI and Machine Learning for Business
Research
Publications
D. Datta, M. Chakraborty & A. Biswas, Your Click Matters: Enhancing Click-based Image Retrieval performance through Collaborative Filtering 2019 Swiss Text Analytics Conference, Winterthur, Switzerland, 2019. In Proceedings of the 4th Edition of the Swiss Text Analytics Conference, SwissText 2019, Winterthur, Switzerland, June 18-19, 2019, Vol. 2458. CEUR Workshop Proceedings. CEUR-WS.org, 2019. http://ceur-ws.org/Vol-2458/paper3.pdf.
D. Datta, H. Mittal & S. K. Singh, Seeing the bigger picture: A novel statistical approach for enhancing image annotation by employing community detection, 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Banff, AB, 2017, pp. 1173-1178. DOI: https://dx.doi.org/10.1109/SMC.2017.8122771.
D. Datta, P. S. Nakhate, S. K. Singh & C. R. Chowdary, Why Stop There?: A Novel Hill Climbing Based Approach Towards Multimodal Classification, 2017 IEEE/ACS 14th International Conference on Computer Systems and Applications (AICCSA), Hammamet, Tunisia, 2017, pp. 835-839. DOI: https://dx.doi.org/10.1109/AICCSA.2017.19.
B. V. Srivastava et al. Genetic Algorithm Based Parallel Matrix Factorization for Recommender Systems, 2016 International Conference on Information Technology (ICIT), Bhubaneswar, 2016, pp. 212-217. DOI: https://dx.doi.org/10.1109/ICIT.2016.051.
BD. Baksi, D. Datta, D. Nandi, D. Chattopadhyay. (2013). Chaotic Block Encryption Technique with Position Permutation. In: Proceedings of International Conference on Advances in Computing and Communication Technologies (ICACCT 2013), Pattaya, Thailand, pp. 71-76. DOI: https://dx.doi.org/10.13140/RG.2.1.4075.4322.
Mukherjee, S. Ghosh, D. Nandi, D. & Datta, D. (2013). A review on Chaotic Digital Modulation Schemes. In: Proceedings of International Conference on Advances in Computing and Communication Technologies (ICACCT 2013), Pattaya, Thailand, pp. 66-70.
Datta, Deepanwita, Shubham Varma, Ravindranath Chowdary C. Sanjay K. Singh, Multimodal Retrieval using Mutual Information based Textual Query Reformulation, Expert Systems with Applications, Volume 68, February 2017, Pages 81-92, ISSN 0957-4174, DOI: https://dx.doi.org/10.1016/j.eswa.2016.09.039 (IF: 8.665).
Datta, Deepanwita, Sanjay K. Singh, & C. Ravindranath Chowdary. Bridging the gap: effect of text query reformulation in multimodal retrieval. Multimedia Tools & Applications 76.21. (2017). 22871-22888, DOI: https://dx.doi.org/10.1007/s11042-016-4262-9 (IF: 2.577).
Kumar, Santosh, Deepanwita Datta, Sanjay Kumar Singh, Arun Kumar Sangaiah, An intelligent decision computing paradigm for crowd monitoring in the smart city, Journal of Parallel & Distributed Computing, Available online 18 March 2017, ISSN 0743-7315, DOI: https://doi.org/10.1016/j.jpdc.2017.03.002 (IF: 4.6).
Kumar, Santosh, Sanjay Kumar Singh, Ali Imam Abidi, Deepanwita Datta, Arun Kumar Sangaiah, Group Sparse Representation Approach for Recognition of Cattle on Muzzle Point Images. International Journal of Parallel Programming, 46, pages 812-837. 2017. DOI: https://doi.org/10.1007/s10766-017-0550-x (IF: 1.447)
Kumar, Santosh, Deepanwita Datta, & Sanjay Kumar Singh. Black hole algorithm & its applications. Computational Intelligence Applications in Modeling & Control. Springer International Publishing, 2015. 147-170. DOI: http://dx.doi.org/10.1007/978-3-319-11017-2_7.
Kumar, Santosh, Deepanwita Datta, & Sanjay Kumar Singh. Swarm intelligence for biometric feature optimization. Handbook of research on swarm intelligence in engineering. IGI Global, 2015. 147-181. DOI: https://dx.doi.org/10.4018/978-1-4666-8291-7.ch005.
Contact
| deepanwitad@iimsambalpur.ac.in | |
| External Academic Profile | Open Profile ↗ |