IITKGP

Responsibilities

  • Associate Chairperson (Technology), Geosptial Academy
  • Prof-in-Charge, Geospatial Outreach Center

Research Areas

  • Spatial Informatics
  • Spatial Webservices
  • Cloud Computing
  • Spatio-Temporal Data Analysis
  • Machine learning
My research interests are in the areas of Spatial Informatics and Spatial Analytics. I lead a Spatial Informatics Group where we work on Geographic Information System, Spatial web services and interoperability, Location based services, Spatial interpolation, Spatial prediction, Human movement analysis using GPS traces, Spatial big data and Geo-spatial cloud. We closely work with Department of Science and Technology, New Delhi, India for developing prototype for Spatial Data Infrastructure, Mobile GIS etc.
I am looking for talented and motivated post-docs and research scholars willing to work in the area of spatial informatics and spatial analytics.
 
  • Exploring the association between mobility behaviours and academic performances of students: a context-aware traj-graph (CTG) analysis by Ghosh S., Ghosh S. K. Progress in Artificial Intelligence 7 307-326 (2019)
  • Modeling of Human Movement Behavioral Knowledge from GPS Traces for Categorizing Mobile Users by Ghosh S., Ghosh S. K. 26th International Conference on World Wide Web (WWW-2017) 51-58 (2017)
  • FB-STEP: a fuzzy Bayesian network based data-driven framework for spatio-temporal prediction of climatological time series data by Ghosh S. K., Das M. Expert Systems with Applications 117 211-227 (2019)
  • PS-Sim: A framework for scalable data simulation and incentivization in participatory sensing-based smart city applications by Barnwal R. P., Ghosh N. , Ghosh S. K., Das S. K. Pervasive and Mobile Computing 57 64-77 (2019)
  • Data-driven approaches for meteorological time series prediction: A comparative study of the state-of-the-art computational intelligence techniques by Das M., Ghosh S. K. Pattern Recognition Letters 105 155-164 (2018)
  • Data mining based analysis to explore the effect of teaching on student performance by Khan A., Ghosh S. K. Education and Information Technologies 23 1677-1697 (2018)
  • FORWARD: A Model for FOrecasting Reservoir WAteR Dynamics using Spatial Bayesian Network (SpaBN) by Das M., Ghosh S. K., Gupta P. , Chowdary V. , Nagaraja R. , Dadhwal V. IEEE Transactions on Knowledge and Data Engineering 29 842-855 (2017)
  • iFogSim: A toolkit for modeling and simulation of resource management techniques in the Internet of Things, Edge and Fog computing environments by Gupta H., Dastjerdi A. V., Ghosh S. K., Buyya R. Software: Practice and Experience 47 1275-1296 (2017)
  • BESTED: An Exponentially Smoothed Spatial Bayesian Analysis Model for Spatiotemporal Prediction of Daily Precipitation by Das M., Ghosh S. K. 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2017) 1-4 (2017)

Principal Investigator

  • Development of a Large Language Model based GeoTagging and Mapping System INDIAN INSTITUTE OF TECHNOLOGY BHUBANESWAR
  • Development of a robust carbon estimation model using machine learning and deep learning algorithms AZURE SOFTWARE PRIVATE LIMITED
  • IT Consultancy for National Insurance Company Limited NATIONAL INSURANCE COMPANY LIMITED, Chief Manager, National Insurance Co Ltd
  • mmMap: Indoor Multi-user Localization, Navigation and Mapping using Millimeter Wave Sensing Department of Science and Technology
  • mmMap: Indoor Multi-user Localization, Navigation and Mapping using Millimeter Wave Sensing Department of Science and Technology (DST)

Co-Principal Investigator

  • Assam Skill University (ASU) Management and Operating System Development KPMG ADVISORY SERVICES PRIVATE LIMITED
  • Community-based Capacity Building and Scientific Interventions for Sustainable Livelihood in Mayurbhanj District, Odisha - Phase I Science for Equity, Empowerment and Development, SEED Division, Department of Science and Technology
  • Development of a cloud-based system for radiotherapy automatic segmentation and radiomic feature extraction Tata Medical Centre
  • Development of an Artificial Intelligent based Real Time Performance Management System for Smart Concrete Road IIT KHARAGPUR AI4ICPS I HUB FOUNDATION
  • Integrated Telemedicine Solutions Softmed Technologies LLP
  • Malignancy related Distress and other Stress Healing Initiative (M-DOSTHI): Development and Clinical Validation of a Novel Virtual Assistant for Psychological Intervention in Oncology patients All India Institute of Medical Sciences (AIIMS) Kalyani,Indian Council of Medical Research (ICMR)

Ph. D. Students

Bharat Jayaswal

Area of Research: Spatial Data Science

Modiboyina Chaitanya

Area of Research: Low Power VLSI Design

Moumita Mishra

Area of Research: Spatial Informatics

Pranjal Chatterjee

Area of Research: Ubiquitous Computing

Soumya Bhattacharya

Area of Research: Natural Language Processing

Tanushree Garai

Area of Research: Transport Management

MS Students

Koustav Ghosh

Area of Research: Image processing and medical informatics