Dr Subrata Chakraborty

Senior Lecturer - Faculty of Science, Agriculture, Business and Law; School of Science and Technology

Subrata Chakraborty

Phone: +61 2 6773 1530

Email: Subrata.Chakraborty@une.edu.au

Biography

Dr Subrata Chakraborty is a Senior Lecturer with the School of Science and Technology with the Faculty of Science, Agriculture, Business, and Law at the University of New England, Australia. He received his PhD in Decision Support Systems from Monash University, Australia. Previously Dr Chakraborty worked as an academic with University of Technology Sydney, University of Southern Queensland, Charles Sturt University, Queensland University of Technology, and Monash University.

Dr Chakraborty is also a Visiting Fellow at the Centre for Advanced Modelling and Geospatial lnformation Systems (CAMGIS), within the Faculty of Engineering and IT, University of Technology Sydney (UTS), Australia.

Dr Chakraborty current research interests include Data Analytics, Machine Learning, Image Processing, and Optimization with decision support applications in diverse domains including Health, Agriculture, Business, and Education.

Qualifications

BSc, MCA, PhD

Teaching Areas

  • Data Science
  • Project Management
  • Enterprise Architecture
  • Information Systems

Primary Research Area/s

Artificial Intelligence; Data Analytics; Optimisation; Image Processing; Decision Support Systems

Research Interests

Applied AI and data analytics in diverse domains including Health Informatics, Education Analytics, Remote Sensing, Business Decisions etc.

Research Grants

  • Defence Australia funding under the AI for Decision Making Initiative titled “Effective updating of deep learning models with limited new data (Ref: 210018980)” (Lead CI), 2021, $20,000.
  • Defence Australia funding under the AI for Decision Making Initiative titled “Decision making in uncertain, dynamic and complex information environments’ (Ref: 210020024)” (CI), 2021, $20,000.
  • Charles Sturt University COVID-19 grant (CI), 2020, $30,000.
  • Maxar spatial challenge: Urban space, 3rd place winner (CI), 2020, $2000.
  • USQ Research Development grant (Lead and only CI), 2018, $8,200.
  • South Asian Health & Wellbeing Assessment, India collaboration (CI), 2016-17, $31,850.
  • Charles Sturt University research grant (Lead CI), 2014, $7,500

Research Supervision Experience

HDR Completions:

  • Agrippa Chifeya (2021, DBA)
    Thesis: “The investigation of a potential value of a project management information modelling system for building and construction projects in Australia”.
  • Pallab K. Poddar (2018, PhD)
    Thesis: “Efficient video coding and quality assessment by exploiting human visual features”.
  • Stephen K McGrath (2018, PhD)
    Thesis: “What is project governance? Disclosing the source of confusion and revealing the essence of governance”.
  • Gregory S Usher (2018, PhD)
    Thesis: “Creating confidence amongst complexity: The ‘lived-experience’ of client-side project managers in the Australian construction sector”.

Current Supervision:

  • Principal supervisor UTS PhD (3)
  • Associate supervisor UTS PhD (3)
  • External supervisor USQ PhD (3)

Publications

Loh, H. W., Xu, S., Faust, O., Ooi, C. P., Barua, P. D., Chakraborty, S., ... & Acharya, U. R. (2022). Application of Photoplethysmography signals for Healthcare systems: An in-depth review. Computer Methods and Programs in Biomedicine, 106677. https://doi.org/10.1016/j.cmpb.2022.106677

Chakraborty, S. (2022). TOPSIS and Modified TOPSIS: A comparative analysis. Decision Analytics Journal, 2, 100021. https://doi.org/10.1016/j.dajour.2021.100021

Horry, M., Chakraborty, S., Pradhan, B., Paul, M., Gomes, D., Ul-Haq, A., & Alamri, A. (2021). Deep Mining Generation of Lung Cancer Malignancy Models from Chest X-ray Images. Sensors, 21(19), 6655. https://doi.org/10.3390/s21196655

Chakraborty, S., Dann, C., Mandal, A., Dann, B., Paul, M., & Hafeez-Baig, A. (2021). Effects of rubric quality on marker variation in higher education. Studies in Educational Evaluation, 70, 100997. https://doi.org/10.1016/j.stueduc.2021.100997

Horry, M. J., Chakraborty, S., Paul, M., Ulhaq, A., Pradhan, B., Saha, M., & Shukla, N. (2020). COVID-19 detection through transfer learning using multimodal imaging data. Ieee Access, 8, 149808-149824. https://doi.org/10.1109/ACCESS.2020.3016780

Memberships

SMIEEE, MACS Snr CP

Consultancy Interests

AI for image and data analytics

Community and Advocacy Organisation Collaborations

Z-inspection

http://z-inspection.org/team-members/dr-subrata-chakraborty/