Wei-Yin Loh

发表

Decision Tree Approach to Classify and Quantify Cumulative Impact of Change Orders on Productivity

Awad S. Hanna, Min-Jae Lee, Wei-Yin Loh, 2004 .

Advances in decision tree construction

Johannes Gehrke, Wei-Yin Loh, 2001, KDD Tutorials.

Classification and regression: money *can* grow on trees

Johannes Gehrke, Raghu Ramakrishnan, Wei-Yin Loh, 1999, KDD '99.

Reducing Bias and Uncertainty in Multievaluator Multicriterion Decision Making

Awad S. Hanna, Mounir El Asmar, Wei-Yin Loh, 2013, J. Comput. Civ. Eng..

A Hybrid Tree Approach to Modeling Alternate Route Choice Behavior With Online Information

Bin Ran, Fan Yang, Chanyoung Lee, 2010, J. Intell. Transp. Syst..

A Comparison of Prediction Accuracy, Complexity, and Training Time of Thirty-Three Old and New Classification Algorithms

Wei-Yin Loh, Tjen-Sien Lim, Yu-Shan Shih, 2000, Machine Learning.

Classification and Regression Tree Methods

Wei-Yin Loh, W. Loh, Wei-Yin Loh, 2008 .

BOAT—optimistic decision tree construction

Johannes Gehrke, Raghu Ramakrishnan, Venkatesh Ganti, 1999, SIGMOD '99.

Introduction to the Multiphase Optimization Strategy (MOST)

Linda M. Collins, David L. Fraser, Daniel M. Bolt, 2014 .

Split Selection Methods for Classication Trees Published in Statistica Sinica, 1997, Vol. 7, pp. 815{840

Wei-Yin Loh, Yu-Shan Shih, W. Loh, 1997 .

Tree-Structured Classifier

Wei-Yin Loh, W. Loh, Wei-Yin Loh, 2009, Encyclopedia of Database Systems.

Report for Contract W911NF-09-1-0205 (University of Wisconsin - Madison)

Wei-Yin Loh, 2014 .

Variable Selection for Classification and Regression in Large p, Small n Problems

Wei-Yin Loh, W. Loh, Wei-Yin Loh, 2012 .

Wisconsin Method for Probing Portland Cement Concrete Pavement for Thickness

Gary C. Whited, Wei-Yin Loh, Haidy Gerges Nasief, 2011 .

Tree‐structured classifiers

Wei-Yin Loh, W. Loh, Wei-Yin Loh, 2010 .

Subgroup identification for precision medicine: A comparative review of 13 methods

Wei-Yin Loh, Peigen Zhou, Luxi Cao, 2019, Wiley Interdiscip. Rev. Data Min. Knowl. Discov..

Classification and regression trees

Wei-Yin Loh, R. Olshen, L. Breiman, 2011, WIREs Data Mining Knowl. Discov..

Extrapolation errors in linear model trees

Wei Zheng, Chien-Wei Chen, Wei-Yin Loh, 2007, TKDD.

A Framework for Measuring Differences in Data Characteristics

Johannes Gehrke, Raghu Ramakrishnan, Venkatesh Ganti, 2002, J. Comput. Syst. Sci..

PAPER: Comparison of Variable Importance Measures from Tree-Based Models

Wei-Yin Loh, Chansoon Lee, 2016 .

Uncertainty Reduction in Multi-Evaluator Decision Making

Awad S. Hanna, Mounir El Asmar, Wei-Yin Loh, 2012, J. Comput. Civ. Eng..

Comparison of Wisconsin’s As-Built Pavement Thickness to Design Thickness for PCC Pavements

Gary C. Whited, Wei-Yin Loh, Wenwen Zhang, 2014 .

Evaluating integrated project delivery using the project quarterback rating

Awad S. Hanna, Mounir El Asmar, Wei-Yin Loh, 2016 .

Probing Portland Cement Concrete Pavement for Thickness Determination in Wisconsin

Gary C. Whited, Wei-Yin Loh, Benjamin A. Stenhaug, 2013 .

Regression by Parts: Fitting Visually Interpretable Models with GUIDE

Wei-Yin Loh, W. Loh, 2008 .

Tree-Structured Methods for Prediction and Data Visualization

Wei-Yin Loh, W. Loh, 2009 .

Quantifying Performance for the Integrated Project Delivery System as Compared to Established Delivery Systems

Awad S. Hanna, Mounir El Asmar, Wei-Yin Loh, 2013 .

Variable importance scores pdf

Peigen Zhou, Wei-Yin Loh, W. Loh, 2021, Journal of Data Science.

Tobacco withdrawal components and their relations with cessation success

Megan E. Piper, Daniel M. Bolt, Timothy B. Baker, 2011, Psychopharmacology.

Bounds on AREs for Restricted Classes of Distributions Defined Via Tail-Orderings

Wei-Yin Loh, W. Loh, Wei-Yin Loh, 1984 .

Application of box-cox transformations to discrimination for the two-class problem

Wei-Yin Loh, W. Loh, Peng Qu, 1992 .

Development of New Performance Measure for Winter Maintenance by Using Vehicle Speed Data

Xiao Qin, Wei-Yin Loh, Michael Sproul, 2008 .

Fifty Years of Classification and Regression Trees 1

Wei-Yin Loh, W. Loh, Wei-Yin Loh, 2014 .

Some modifications of levene's test of variance homogeneity

Wei-Yin Loh, Wei-Yin Loh, 1987 .

An Improved Version of FACT with S Front End

Wei-Yin Loh, Edmund Kademan, Nunta Vanichsetakul, 1989 .

Does the Correlation Coefficient Really Measure the Degree of Clustering Around a Line?

Wei-Yin Loh, 1987 .

A CONSISTENT VARIABLE SELECTION CRITERION FOR LINEAR MODELS WITH HIGH-DIMENSIONAL COVARIATES

Xiaodong Zheng, Wei-Yin Loh, W. Loh, 1997 .

Partially-adaptive robust estimators of location via exponential embedding

Wei-Yin Loh, W. Loh, Wei-Yin Loh, 1984 .

Comparative effectiveness of motivation phase intervention components for use with smokers unwilling to quit: a factorial screening experiment.

Megan E. Piper, Robin Mermelstein, Wei-Yin Loh, 2016, Addiction.

Identification of drug-specific pathways based on gene expression data: application to drug induced lung injury.

Julio Saez-Rodriguez, Theodore Sakellaropoulos, Leonidas G Alexopoulos, 2015, Integrative biology : quantitative biosciences from nano to macro.

On Bootstrap Tests of Hypotheses

Wei-Yin Loh, Wei Zheng, W. Loh, 2009 .

Enhancing the effectiveness of smoking treatment research: conceptual bases and progress.

Megan E. Piper, Robin Mermelstein, Wei-Yin Loh, 2016, Addiction.

A New Generalization of the Class of NBU Distributions

Wei-Yin Loh, W. Loh, 1984, IEEE Transactions on Reliability.

Fifty Years of Classification and Regression Trees

Wei-Yin Loh, W. Loh, Wei-Yin Loh, 2014 .

Identification of subgroups with differential treatment effects for longitudinal and multiresponse variables

Haoda Fu, Wei-Yin Loh, Menggang Yu, 2016, Statistics in medicine.