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.
Courses Taught (International and National):
DataAnalytics for Business
BigData Challenges and Opportunities
DiscreteComputational Methods
InformationGovernance
ArtificialIntelligence
AppliedResearch Methods
Computabilityand Optimisation
DiscreteComputational Methods
DatabaseManagement Systems
Advanced-DataStructures and Algorithms
DataStructures and Algorithms
ParallelComputing
InformationTheory and Coding
DigitalElectronics
Planned Courses:
ManagerialComputing
RecommenderSystems for Business with Machine Learning and AI
AIand Machine Learning for Business
1 Publications
INTERNATIONAL CONFERENCES
D.Datta, M. Chakraborty and A. Biswas, “Your Click Matters: En- hancing Click-based Image Retrieval performance through Collabo- rative 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.pdfhttp://ceur-ws.org/Vol- 2458/paper3.pdf.
D. Datta, H. Mittal and S. K. Singh, “Seeing the bigger picture: A novel statistical approach for enhancing image annotation by employ- ing community detection,” 2017 IEEE International Conference on Sys- tems, Man, and Cybernetics (SMC), Ban↵, AB, 2017, pp. 1173-1178. DOI: https://dx.doi.org/10.1109/SMC.2017.8122771 http://dx.doi.org/10.1109/SMC.2017.8122771 http://dx.doi.org/10.1109/SMC.2017.8122771
D. Datta, P. S. Nakhate, S. K. Singh and C. R. Chowdary, “Why Stop There?: A Novel Hill Climbing Based Approach Towards Mul- timodal Classification,” 2017 IEEE/ACS 14th International Confer- ence on Computer Systems and Applications (AICCSA), Hammamet, Tunisia, 2017, pp. 835-839. DOI: https://dx.doi.org/10.1109/AICCSA.2017.19 http://dx.doi.org/10.1109/AICCSA.2017.19
B. V. Srivastava et al., “Genetic Algorithm Based Parallel Matrix Fac- torization 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 http://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 Communica- tion Technologies (ICACCT 2013), Pattaya, Thailand, pp. 71-76. DOI: https://dx.doi.org/10.13140/RG.2.1.4075.4322 http://dx.doi.org/10.13140/RG.2.1.4075.4322
S. Mukherjee, D. Ghosh, D. Nandi and D. Datta, 2013. “A review on Chaotic Digital Modulation Schemes.” In: Proceedings of Inter- national Conference on Advances in Computing and Communication Technologies (ICACCT 2013), Pattaya, Thailand, pp. 66-70.
INTERNATIONAL JOURNALS
Datta, Deepanwita, Shubham Varma, Ravindranath Chowdary C., San- jay K. Singh, “Multimodal Retrieval using Mutual Information based Textual Query Reformulation”, Expert Systems with Applications, Vol- ume 68, February 2017, Pages 81-92, ISSN 0957-4174, DOI:https://dx.doi.org/10.1016/j.eswa.2016.09.039 http://dx.doi.org/10.1016/j.eswa.2016.09.039. (IF: 8.665 ).
Datta, Deepanwita, Sanjay K. Singh, and C. Ravindranath Chowdary. “Bridging the gap: e↵ect of text query reformulation in multimodal retrieval.” Multimedia Tools and Applications 76.21 (2017): 22871- 22888, DOI:https://dx.doi.org/10.1007/s11042-016-4262-9 http://dx.doi.org/10.1007/s11042-016-4262-9. (IF: 2.577).
Kumar, Santosh, Deepanwita Datta, Sanjay Kumar Singh, Arun Ku- mar Sangaiah, “An intelligent decision computing paradigm for crowd monitoring in the smart city”, Journal of Parallel and Distributed Computing, Available online 18 March 2017, ISSN 0743-7315, DOI: https://doi.org/10.1016/j.jpdc.2017.03.002 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 Jour- nal of Parallel Programming,46, pages812837. 2017. DOI: https://doi.org/10.1007/s10766-017-0550-x https://doi.org/10.1007/s10766-017-0550-x. (IF: 1.447)
BOOK CHAPTERS
Kumar, Santosh, Deepanwita Datta, and Sanjay Kumar Singh. “Black hole algorithm and its applications”. Computational Intelligence Ap- plications in Modeling and Control. Springer International Publishing, 2015. 147-170. DOI: http://dx.doi.org/10.1007/978-3-319-11017-2 7http://dx.doi.org/ 10.1007/978-3-319-11017-2 7.
Kumar, Santosh, Deepanwita Datta, and 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 https://dx.doi.org/10.4018/978-1-4666-8291-7.ch005.
