Dr. Manish Agarwal
PhD IIT Delhi
Faculty of Business Analytics
School of Management and Entrepreneurship
IIT Jodhpur
Contact:
Email: ma@iitj.ac.in
Phone: 0291-280-1809
Awards/Honors
DAAD
Irish Research Council
European Commission
Swiss Government
Dr. Aggarwal has been a faculty member in IT and analytics, senior subject matter expert, lead business analyst, consultant, and research fellow in India and abroad in well-known organizations. He has received awards and fellowships by DAAD, European Commission, Govt. of Canada, Swiss Govt, Irish Research Council, Microsoft Inc. His various articles in IT have appeared in Informs Journal on Computing, IEEE Trans. on Neural Networks, IEEE Trans. on Data and Knowledge Engg., IEEE Trans. on Systems, Man Cybernetics, IEEE Trans. on Fuzzy Systems, International Journal of Machine Learning and Cybernetics, Journal of Multi-Criteria Decision Analysis, Knowledge-based Systems, etc.
Research Interests
Evolutionary optimization
Multi-Criteria Analysis
Non-classical logics
Preference Learning
Soft Computing
Teaching Interests
Artificial Intelligence-based Process Improvements
Data Science
Emerging Technologies in Businesses
Knowledge Support Systems
Publications
JOURNAL PUBLICATIONS
“Modelling Human Decision Behaviour with Preference-learning”, INFORMS Journal on Computing (with A. F. Tehrani), 2019
“Preference-based learning of multinomial logit model”, Knowledge and Information Systems, 2019
“Modelling Subjective Utility through Entropy”, Journal of the Operational Research Society, 2019
“Learning of aggregation models in multi-criteria decision making”, Knowledge-Based Systems, 2017
“On Learning of Choice Models with Interactive Attributes”, IEEE Transactions on Knowledge & Data Engineering, 2016
“Preference-based Learning of Ideal Solutions in TOPSIS-like Decision Models”, Journal of Multi-Criteria Decision Analysis (with A. F. Tehrani, E. Hullermeier), 2015