Karl Kumbier
University of California, San Francisco(US)
Publications by Year
Research Areas
Cancer-related gene regulation, Lung Cancer Treatments and Mutations, Bioinformatics and Genomic Networks, Genomics and Chromatin Dynamics, RNA Research and Splicing
Most-Cited Works
- → Artificial intelligence and statistics(2018)1,989 cited
- → Definitions, methods, and applications in interpretable machine learning(2019)1,982 cited
- → Iterative random forests to discover predictive and stable high-order interactions(2018)308 cited
- → Veridical data science(2020)160 cited
- → A Debiased MDI Feature Importance Measure for Random Forests(2019)74 cited
- → A novel random forest approach to revealing interactions and controls on chlorophyll concentration and bacterial communities during coastal phytoplankton blooms(2021)23 cited
- → Refining interaction search through signed iterative Random Forests(2018)20 cited
- → Selection of Optimal Cell Lines for High-Content Phenotypic Screening(2023)20 cited
- → Three principles of data science: predictability, computability, and stability (PCS)(2018)18 cited