Sumanta Basu

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 20

Top Topics

Top Venues

Decis. Support Syst.

J. Mach. Learn. Res.

IEEE Trans. Signal Process.

Publications

Soham Ghosh, Soumyakanti Chakraborty, Narain Gupta, Sumanta Basu
What ails physician review websites? A study of information needs of patients. Decis. Support Syst. 166 (2023)
Megha Sharma, Sumanta Basu, Soumyakanti Chakraborty, Indranil Bose
Determining the optimal release time of movies: A study of movie and market characteristics. Decis. Support Syst. 165 (2023)
Arkajyoti Saha, Sumanta Basu, Abhirup Datta
RandomForestsGLS: An R package for Random Forests for dependent data. J. Open Source Softw. 7 (71) (2022)
Soumyakanti Chakraborty, Sumanta Basu, Saibal Ray, Megha Sharma
Advertisement revenue management: Determining the optimal mix of skippable and non-skippable ads for online video sharing platforms. Eur. J. Oper. Res. 292 (1) (2021)
Soham Ghosh, Soumyakanti Chakraborty, Narain Gupta, Sumanta Basu
Information Gap in Physician Review Websites: A Comparative Study of Patient Expectations and Available Information. ICIS (2021)
Arkajyoti Saha, Sumanta Basu, Abhirup Datta
Random Forests for dependent data. CoRR (2020)
Kunal Pradhan, Sumanta Basu, Kishore Thakur, Samir Maity, Manoranjan Maiti
Imprecise modified solid green traveling purchaser problem for substitute items using quantum-inspired genetic algorithm. Comput. Ind. Eng. 147 (2020)
Harshal Lowalekar, Sumanta Basu
Theory of constraints based mafia offer for supply chains of deteriorating products. Int. J. Prod. Res. 58 (14) (2020)
Xiao Li, Yu Wang, Sumanta Basu, Karl Kumbier, Bin Yu
A Debiased MDI Feature Importance Measure for Random Forests. CoRR (2019)
Sumanta Basu, Xianqi Li, George Michailidis
Low Rank and Structured Modeling of High-Dimensional Vector Autoregressions. IEEE Trans. Signal Process. 67 (5) (2019)
Xiao Li, Yu Wang, Sumanta Basu, Karl Kumbier, Bin Yu
A Debiased MDI Feature Importance Measure for Random Forests. NeurIPS (2019)
Sumanta Basu, Xianqi Li, George Michailidis
Corrections to "Low Rank and Structured Modeling of High-Dimensional Vector Autoregressions". IEEE Trans. Signal Process. 67 (7) (2019)
Karl Kumbier, Sumanta Basu, James B. Brown, Susan Celniker, Bin Yu
Refining interaction search through signed iterative Random Forests. CoRR (2018)
Arnab Adhikari, Sumanta Basu, Indranil Biswas, Ashim Banerjee, Partha Pratim Sengupta
A route efficiency analysis using Shannon entropy-based modified DEA method and route characteristics investigation for urban bus transport in India. INFOR Inf. Syst. Oper. Res. 56 (3) (2018)
Kara Karpman, Sumanta Basu
Learning Financial Networks using Quantile Granger Causality. DSMM@SIGMOD (2018)
Sumanta Basu, Karl Kumbier, James B. Brown, Bin Yu
iRF: extracting interactions from random forests. J. Open Source Softw. 3 (32) (2018)
Sumanta Basu, Megha Sharma, Partha Sarathi Ghosh
Efficient preprocessing methods for tabu search: an application on asymmetric travelling salesman problem. INFOR Inf. Syst. Oper. Res. 55 (2) (2017)
Sumanta Basu, William Duren, Charles R. Evans, Charles F. Burant, George Michailidis, Alla Karnovsky
Sparse network modeling and metscape-based visualization methods for the analysis of large-scale metabolomics data. Bioinform. 33 (10) (2017)
Sumanta Basu, Sreyoshi Das, George Michailidis, Amiyatosh Purnanandam
Measuring Systemic Risk with Network Connectivity: Extended Abstract. DSMM@SIGMOD (2016)
Jiahe Lin, Sumanta Basu, Moulinath Banerjee, George Michailidis
Penalized Maximum Likelihood Estimation of Multi-layered Gaussian Graphical Models. J. Mach. Learn. Res. 17 (2016)
Sumanta Basu, Ali Shojaie, George Michailidis
Network granger causality with inherent grouping structure. J. Mach. Learn. Res. 16 (2015)