Siyu Zhou

Statistics

Publications

Citations

634

H-Index

Active since

2019

Affiliations

Chinese Academy of Medical Sciences & Peking Union Medical College(Current)

University of Pittsburgh

Siyu Zhou is an author at Chinese Academy of Medical Sciences & Peking Union Medical College specializing in computing, decision trees, and random forests.

ORCID

Publications per year

2019–2024

Publications

Unrestricted permutation forces extrapolation: variable importance requires at least one more model, or there is no free variable importance

Giles Hooker, Lucas Mentch, Siyu Zhou · Statistics and Computing · 2021 · 203 citations · Full text

Computing, Data Science, Machine Learning +15

VFDB 2025: an integrated resource for exploring anti-virulence compounds

Siyu Zhou, Bo Liu, Dandan Zheng et al. · Nucleic Acids Research · 2024 · 179 citations · Full text

Pharmacy, Medicinal Chemistry, Pharmacology +16

Decoding the RNA viromes in rodent lungs provides new insight into the origin and evolutionary patterns of rodent-borne pathogens in Mainland Southeast Asia

Zhìqiáng Wú, Yelin Han, Bo Liu et al. · Microbiome · 2021 · 95 citations · Full text

Life Sciences, Infectious Diseases, Molecular Biology +17

Randomization as Regularization: A Degrees of Freedom Explanation for\n Random Forest Success

Lucas Mentch, Siyu Zhou · arXiv (Cornell University) · 2019 · 42 citations · Full text

Computing, Computer Science, Data Mining +13

Unrestricted Permutation forces Extrapolation: Variable Importance Requires at least One More Model, or There Is No Free Variable Importance

Giles Hooker, Lucas Mentch, Siyu Zhou · arXiv (Cornell University) · 2019 · 38 citations · Full text

Computing, Data Science, Machine Learning +15

1–5 of 10