Concepedia
Statistics
Publications
37
Citations
1.7K
H-Index
22
Active since
1980
Affiliations
Cornell University(Current)
University of Michigan
University of California, Berkeley
Saha Institute of Nuclear Physics
Indian Association for the Cultivation of Science
Sumanta Basu is an author at Cornell University specializing in medicine, engineering, and biochemistry.
Top concepts
MedicineEngineeringBiochemistryStatisticsData ScienceMicrobiologyData MiningGlycobiologySystems BiologyMachine Learning
Publications per year
1980–2023
Iterative random forests to discover predictive and stable high-order interactions
Sumanta Basu, Karl Kumbier, James B. Brown et al. · Proceedings of the National Academy of Sciences · 2018 · 301 citations · Full text
Sparse network modeling and metscape-based visualization methods for the analysis of large-scale metabolomics data
Sumanta Basu, William L. Duren, Charles R. Evans et al. · Bioinformatics · 2017 · 285 citations · Full text
Dense time-course gene expression profiling of the Drosophila melanogaster innate immune response
Florencia Schlamp, Sofie Delbare, Angela M. Early et al. · BMC Genomics · 2021 · 79 citations · Full text
Random Forests for Spatially Dependent Data
Arkajyoti Saha, Sumanta Basu, Abhirup Datta · Journal of the American Statistical Association · 2021 · 75 citations · Full text
Engineering, Spatial Modeling, Gls Optimizers +17
Low Rank and Structured Modeling of High-Dimensional Vector Autoregressions
Sumanta Basu, Xianqi Li, George Michailidis · IEEE Transactions on Signal Processing · 2019 · 74 citations · Full text
Engineering, Low Rank, Group Lasso +16
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