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Kumbier, Karl
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1

Identifying FUS amyotrophic lateral sclerosis disease signa..:

Kumbier, Karl ; Roth, Maike ; Li, Zizheng...
Developmental Cell.  , 2024
Link: https://doi.org/10.1016/..
 
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2

Learning epistatic polygenic phenotypes with Boolean intera..:

Behr, Merle ; Kumbier, Karl ; Cordova-Palomera, Aldo...
PLOS ONE.  19 (2024)  4 - p. e0298906 , 2024
Link: https://doi.org/10.1371/..
 
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3

Dissecting the effects of GTPase and kinase domain mutation..:

Rinaldi, Capria ; Waters, Christopher S. ; Li, Zizheng...
Cell Reports.  42 (2023)  5 - p. 112447 , 2023
Link: https://doi.org/10.1016/..
 
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4

Selection of Optimal Cell Lines for High-Content Phenotypic..:

Heinrich, Louise ; Kumbier, Karl ; Li, Li..
ACS Chemical Biology.  18 (2023)  4 - p. 679-685 , 2023
Link: https://doi.org/10.1021/..
 
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5

A novel random forest approach to revealing interactions an..:

Cheng, Yiwei ; Bhoot, Ved N. ; Kumbier, Karl...
Scientific Reports.  11 (2021)  1 - p. , 2021
Link: https://doi.org/10.1038/..
 
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6

Veridical data science:

Yu, Bin ; Kumbier, Karl
Proceedings of the National Academy of Sciences of the United States of America.  117 (2020)  8 - p. 3920-3929 , 2020
Link: https://www.jstor.org/st..
 
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7

Veridical data science:

Yu, Bin ; Kumbier, Karl
Proceedings of the National Academy of Sciences.  117 (2020)  8 - p. 3920-3929 , 2020
Link: https://doi.org/10.1073/..
 
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8

Definitions, methods, and applications in interpretable mac..:

Murdoch, W. James ; Singh, Chandan ; Kumbier, Karl..
Proceedings of the National Academy of Sciences.  116 (2019)  44 - p. 22071-22080 , 2019
Link: https://doi.org/10.1073/..
 
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9

Definitions, methods, and applications in interpretable mac..:

Murdoch, W. James ; Singh, Chandan ; Kumbier, Karl..
Proceedings of the National Academy of Sciences of the United States of America.  116 (2019)  44 - p. 22071-22080 , 2019
Link: https://www.jstor.org/st..
 
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10

iRF: extracting interactions from random forests:

Basu, Sumanta ; Kumbier, Karl ; Brown, James.
Journal of Open Source Software.  3 (2018)  32 - p. 1077 , 2018
Link: https://doi.org/10.21105..
 
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11

Iterative random forests to discover predictive and stable ..:

Basu, Sumanta ; Kumbier, Karl ; Brown, James B..
Proceedings of the National Academy of Sciences.  115 (2018)  8 - p. 1943-1948 , 2018
Link: https://doi.org/10.1073/..
 
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12

Artificial intelligence and statistics:

Yu, Bin ; Kumbier, Karl
Frontiers of Information Technology & Electronic Engineering.  19 (2018)  1 - p. 6-9 , 2018
Link: https://doi.org/10.1631/..
 
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13

Iterative random forests to discover predictive and stable ..:

Basu, Sumanta ; Kumbier, Karl ; Brown, James B..
Proceedings of the National Academy of Sciences of the United States of America.  115 (2018)  8 - p. 1943-1948 , 2018
Link: https://www.jstor.org/st..
 
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14

Selection of Optimal Cell Lines for High-Content Phenotypic..:

Heinrich, Louise ; Kumbier, Karl ; Li, Li..
qt2bf244bq.  , 2023
Link: https://escholarship.org..
 
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15

Signed iterative random forests to identify enhancer-associ..:

Kumbier, Karl ; Basu, Sumanta ; Frise, Erwin...
doi:10.5281/zenodo.7992377.  , 2023
Link: https://zenodo.org/recor..
 
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