- Trustworthy Machine Learning
- Explainable AI for Healthcare
- Formal Language and Compiler
Experience top of the world living and learning at SRM University-AP
+91-863-2343000
080-6988-6999 (admissions)
Email: admissions@srmap.edu.in
SRM University-AP, Neerukonda,
Mangalagiri Mandal, Guntur District, Andhra Pradesh - 522240
- July 2021 to Dec 2024 - Full-time Research Scholar, National Institute of Technology Meghalaya
- May 2013 to July 2021 - Assistant Professor, NIST University, Berhampur, Odisha (Formerly National Institute of Science and Technology, Brahmapur, Odisha)
- Aug 2012 to May 2013 - Assistant Professor, C V Raman Global University, Bhubaneswer, Odisha (Formerly C V Raman College of Engineering, Bhubaneswer, Odisha)
- May 2010 to July 2012 - Lecturer, Vignan Institute of Technology and Management, Brahmapur, Odisha
My research interests lie within the broad area of trustworthy machine learning. More specifically, I focus on improving the interpretability, fairness, privacy, and explainable capabilities of different kinds of ML models, including generative models and other pre-trained models. My research addresses the following fundamental questions pertaining to human and algorithmic decision-making:
- How can we build interpretable and accurate models to personalise health recommendations in human decision-making?
- How do we train and evaluate models when faced with missing counterfactuals?
These questions have far-reaching implications in domains involving high-stakes decisions such as health care, policy, law, and business.
- 2021 - Advanced Technology Certified Faculty (ATCF) - WIPRO Limited, Bangaluru on successfully completing Talentnext Project on Artificial Intelligence and Machine Learning
- 2018 - Grade A+ in LaTeX101x - IITBombayX, an online learning initiative of Indian Institute of Technology Bombay
- 2018 - WIPRO Certified Faculty (WCF) - WIPRO Limited, Bangaluru on passing the TalentNext certification Assessment
- 2011 – GATE (CS) qualified – GATE
- 2008 - Oracle Certified Associate (OCA) - Oracle
- IEEE Graduate Student Member: 95646496
- Computer Society of India (CSI) Life Member: l1510481
- Prasant Kumar Mohanty, Sharmila Anand John Francis, Rabindra Kumar Barik, Diptendu Sinha Roy, Manob Jyoti Saikia "Leveraging Shapley Additive Explanations for Feature Selection in Ensemble Models for Diabetes Prediction", Bioengineering 2024, 11(12), impact factor=3.8, doi: 10.3390/bioengineering11121215
- Prasant Kumar Mohanty, K Hemant Kumar Reddy, Saroj Kumar Panigrahy, Diptendu Sinha Roy "Leveraging Generative & Explainable AI for Electric Vehicle Energy towards Sustainable, Consumer-Centric Transportation", IEEE Access, impact factor=3.9, doi: 10.1109/ACCESS.2024.3405959
- Prasant Kumar Mohanty, Gayadhar Panda, Malabika Basu, Diptendu Sinha Roy " Interpreting Energy Utilisation with Shapley Additive Explanations by Defining a Synthetic Data Generator for Plausible Charging Sessions of Electric Vehicles," 2023 5th International Conference on Energy, Power and Environment: Towards Flexible Green Energy Technologies (ICEPE), Shillong, India, 2023, pp. 1-7, doi: 10.1109/ICEPE57949.2023.10201554.
- Prasant Kumar Mohanty, Diptendu Sinha Roy " Analyzing the factors influencing energy consumption at electric vehicle charging stations with Shapley additive explanations," 2023 International Conference on Microwave, Optical, and Communication Engineering (ICMOCE), Bhubaneswar, India, 2023, pp. 1-5, doi: 10.1109/ICMOCE57812.2023.10166852.
- Timothy Dkhar, Prasant Kumar Mohanty, Soumen Moulik, Diptendu Sinha Roy " Scenario-Based Visualization for Traffic Congestion Mitigation," Digital Communication and Soft Computing Approaches Towards Sustainable Energy Developments. ISSETA 2023. Innovations in Sustainable Technologies and Computing. Springer, Singapore. https://doi.org/10.1007/978-981-99-8886-0_22
- Pushpak Das, Deepak Kumar, Prasant Kumar Mohanty, Diptendu Sinha Roy " Analysing Key Feature Spectrum for Residential Energy Utilisation," Sustainable Energy and Technological Advancements. ISSETA 2023. Advances in Sustainability Science and Technology. Springer, Singapore. https://doi.org/10.1007/978-981-99-4175-9_46
- Prasant Kumar Mohanty, Diptendu Sinha Roy, K Hemant Kumar Reddy " Explainable AI for predicting daily household energy usages," 2022 International Conference on Artificial Intelligence and Data Engineering (AIDE), Karkala, India, 2022, pp. 182-186, doi: 10.1109/AIDE57180.2022.10060217.
- Prasant Kumar Mohanty, Pushpak Das, Diptendu Sinha Roy " Predicting daily household energy usages by using Model Agnostic Language for Exploration and Explanation," 2022 OITS International Conference on Information Technology (OCIT), Bhubaneswar, India, 2022, pp. 543-547, doi: 10.1109/OCIT56763.2022.00106.
- Prasant Kumar Mohanty, Lavitra Kumar, Madhuri Malakar, Suraj K Vishwakarma, Motahar Reza " Dynamic resource allocation in Vehicular cloud computing systems using game theoretic based algorithm," 2018 fifth international conference on parallel, distributed and grid computing (PDGC), Solan, India, 2018, pp. 476-481, doi: 10.1109/PDGC.2018.8745913.
- Prasant Kumar Mohanty, Motahar Reza, Piyush Kumar, Praveen Kumar " Implementation of Cubic Spline Interpolation on Parallel Skeleton Using Pipeline Model on CPU-GPU Cluster," 2016 IEEE 6th International Conference on Advanced Computing (IACC), Bhimavaram, India, 2016, pp. 747-751, doi: 10.1109/IACC.2016.143.
- Motahar Reza, Aman Sinha, Rajkumar Nag, Prasant Kumar Mohanty " CUDA-enabled Hadoop cluster for Sparse Matrix Vector Multiplication," 2015 IEEE 2nd International Conference on Recent Trends in Information Systems (ReTIS), Kolkata, India, 2015, pp. 169-172, doi: 10.1109/ReTIS.2015.7232872.
- E-mail id: prasant.k@srmap.edu.in