Assistant Professor,
School of Computer Science (AI & ML)
University of Petroleum and Engineering Studies, Dehradun
I am an Assistant Professor in the cluster of AI & ML in the School of Computer Science at the University of Petroleum and Engineering Studies (UPES), Dehradun, India. I joined the Institute in May, 2024. My primary area of research is Data Mining and Big Data Analysis, Multi-Attribute Decision Making Systems.
Prime Minister Research Fellow in the Department of Mathematics, IIT Kharagpur (May,2020 - Present)
Institute Ph.D. Scholar in the Department of Mathematics, IIT Kharagpur (June,2019 - May,2020)
M.Sc. in Mathematics from the Department of Mathematics, IIT Kharagpur (2017-2019)
B.Sc. in Mathematics from the Department of Mathematics, Jadavpur University, Kolkata (2013-2016)
Higher Secondary from Nangi High School, Kolkata (WBCHSE - 2013)
Secondary From Nangi High School, Kolkata (WBBSE - 2011)
My primary research area is Data Mining and Big Data Analysis under the supervision of Prof. Adrijit Goswami, Department of Mathematics, IIT Kharagpur. Presently, I am working on Data-driven Expert Opinion Mining for Multi-Attribute Decision-Making Systems.
Publication
Dhara, S., Chatterjee, S., Chaudhuri, R., Goswami, A., & Ghosh S.K. (2022). Artificial Intelligence in Assessment of Students' Performance. in: Churi, P.P., Joshi, S., Elhoseny, M., & Omrane, A. (EDs), Artificial Intelligence in Higher Education: A Practical Approach (1st Edition), pp. 153-168. CRC Press. https://doi.org/10.1201/9781003184157-8.
Dhara, S., & Goswami, A. (2023). Causal Relationship and Ranking Technique (CRRT): A Novel Group Decision-Making Model and Application in Students’ Performance Assessment in Indian High School Context. Group Decis Negot. 32, 835-870. https://doi.org/10.1007/s10726-023-09827-z.
Dhara, S., & Goswami, A. (2023). An analysis of expert-opined strategies in multi-attribute decision-making using effort propagation. Decision Analytics Journal, 9, 100346. https://doi.org/10.1016/j.dajour.2023.100346.
Dhara, S., & Goswami, A. (2024). Iterative Hierarchy and Ranking Process (IHRP): A Novel Effective Hierarchy Method for Densely Connected Decision-Making Systems and Case Study in Student Performance Assessment, DECISION (submitted to journal).
Dhara, S., Mittal, R. & Goswami, A. (2024). Self-Regularized Multistep Hierarchical Effort Assignment and Propagation (SR-Multi HEAP) Strategy for Continuous Long-term Decision-Making Problems, International Journal of Systems Science: Operations & Logistics (Under Review).
During the duration of my Ph.D., I had served Teaching Assistant (TA) duties for several courses by the concerned professors of the Department of Mathematics.
Regression and Time Series Model (RTSM) course (MA31020) under Prof. Buddhananda Banerjee in Autumn, 2020.
Computational Statistics (CompStat) course (MA60049) under Prof. Buddhananda Banerjee in Autumn, 2020.
Advanced Calculus (Maths-I) course (MA11003) under Prof. Swanand Khare in Autumn, 2020.
Linear Algebra, Numerical and Complex Analysis (Maths-II) course (MA11004) under Prof. Husney Parvez Sarwar in Spring, 2021.
Advanced Calculus (Maths-I) course (MA11003) under Prof. Bappaditya Bhowmik & Prof. Chandal Nahak in Autumn, 2021.
Linear Algebra, Numerical and Complex Analysis (Maths-II) course (MA11004) under Prof. Husney Parvez Sarwar & Prof. Debapriya Biswas in Spring, 2022.
Theory of Partial Differential Equation course (MA20203) under Prof. Ashish Ganguly in Autumn, 2022.
Linear Algebra, Numerical and Complex Analysis (Maths-II) course (MA11004) as Tutorial sheet developer in Spring, 2023.
Assistant Professor
School of Computer Science (AI & ML),
University of Petroleum and Engineering Studies (UPES)
Bidholi Campus via Premnagar, Dehradun - 248007
Mob : (+91) 8240500362