Concepedia

Zhengze Zhou

ZZ

Statistics

Publications

4

Citations

111

H-Index

4

Active since

2018

Affiliations

Cornell University(Current)

Zhengze Zhou is an author at Cornell University specializing in predictive analytics, knowledge discovery, and machine learning.

Top concepts

Predictive AnalyticsEngineeringData ScienceMachine LearningKnowledge DiscoveryBusinessStatisticsData MiningMining MethodsFeature Selection

Publications per year

2018–2023

4

Publications

4

Unbiased Measurement of Feature Importance in Tree-Based Methods

Zhengze Zhou, Giles Hooker · ACM Transactions on Knowledge Discovery from Data · 2021 · 52 citations · Full text

Engineering, Machine Learning, Data Science +15

Analyzing spatial heterogeneity of ridesourcing usage determinants using explainable machine learning

Xiaojian Zhang, Zhengze Zhou, Yiming Xu et al. · Journal of Transport Geography · 2023 · 27 citations

Economics, Usage Determinants, Spatial Heterogeneity +11

Unbiased Measurement of Feature Importance in Tree-Based Methods

Zhengze Zhou, Giles Hooker · arXiv (Cornell University) · 2019 · 17 citations · Full text

Engineering, Machine Learning, Data Science +15

Approximation Trees: Statistical Stability in Model Distillation

Yichen Zhou, Zhengze Zhou, Giles Hooker · arXiv (Cornell University) · 2018 · 15 citations · Full text

Numerical Analysis, Artificial Intelligence, Engineering +21

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