Tanujit CHAKRABORTY

Department of Sciences an…
...
  • University Professor - Hospital Practitioner
  • Department of Sciences and Engineering, Sorbonne University Abu Dhabi
  • tanujit.chakraborty@sorbonne.ae
  • Open link
    www.ctanujit.org
  • Communities
    Health, Medicine & Biology
    Mathematics, Computer Science & Robotics
  • Expertise
    Decision-Making
    Deep learning
    Machine learning
    Mathematical models
    Pattern recognition
    Statistical learning

Responsibilities

Researcher and Advisor

Awards

  1. Recipient of Mphasis Research Grant in Cognitive Computing (May, 2021 - April, 2024).
  2. Best Paper Award Winner at ACM International Conference on Data Sciences and Management of Data (CODS-COMAD) in Jan, 2021.
  3. Best Student Paper Award (Application Category) at 52nd Annual Convention of ORSI & International Conference held at IIM Ahmedabad in December 2019.
  4. B.G. Raghavendra Memorial Award for Best Paper (Application Category) from Operational Research Society of India (ORSI) in December 2017.
  5. Junior & Senior Research Fellowship Award from Indian Statistical Institute, Kolkata from July 2016 to November 2020. 

Selected publications

  1. Ray, A., Chakraborty, T., & Ghosh, D. (2021). Optimized ensemble deep learning framework for scalable forecasting of dynamics containing extreme events​. Chaos: An Interdisciplinary Journal of Nonlinear Science, Vol. 31, pg. 1-15.​
  2. Chakraborty, T., Ghosh, I. (2020). Real-time forecasts and risk assessment of novel coronavirus (COVID-19) cases: A data-driven analysis. Chaos, Solitons & Fractals, Vol. 135, pg. 1-10.
  3. Chakraborty, T., Chakraborty, A. K. (2020). Hellinger Net : A Hybrid Imbalance Learning Model to Improve Software Defect Prediction. IEEE Transactions on Reliability, Vol. 70, pg. 481-494.
  4. Chakraborty, T., Chakraborty, A. K., & Chattopadhyay, S. (2019). A novel distribution-free hybrid regression model for manufacturing process efficiency improvement. Journal of Computational and Applied Mathematics​, Vol. 362, pg. 130-142.
  5. Chakraborty, T., Chakraborty, A. K., & Murthy, C. A. (2019). A nonparametric ensemble binary classifier and its statistical properties. Statistics & Probability Letters, Vol. 149, pg. 16-23.

International collaborations

  • National University of Singapore, Singapore
  • University of Georgia, USA
  • University of Louisville, USA
  • Indian Statistical Institute, Kolkata
  • International Institute of Information Technology Bangalore

Industrial collaborations

  • Total Energies'
  • ITC Private Limited
  • PharmaACE LLC
  • Bajaj Finserv
  • Mphasis: Applied Technology Services and Solutions