Wei‐Yin Loh

10.7k total citations · 4 hit papers
102 papers, 7.2k citations indexed

About

Wei‐Yin Loh is a scholar working on Statistics and Probability, Artificial Intelligence and Information Systems. According to data from OpenAlex, Wei‐Yin Loh has authored 102 papers receiving a total of 7.2k indexed citations (citations by other indexed papers that have themselves been cited), including 45 papers in Statistics and Probability, 22 papers in Artificial Intelligence and 13 papers in Information Systems. Recurrent topics in Wei‐Yin Loh's work include Statistical Methods and Inference (33 papers), Advanced Statistical Methods and Models (27 papers) and Smoking Behavior and Cessation (13 papers). Wei‐Yin Loh is often cited by papers focused on Statistical Methods and Inference (33 papers), Advanced Statistical Methods and Models (27 papers) and Smoking Behavior and Cessation (13 papers). Wei‐Yin Loh collaborates with scholars based in United States, South Korea and Thailand. Wei‐Yin Loh's co-authors include Yu‐Shan Shih, Hyunjoong Kim, Awad S. Hanna, Mounir El Asmar, Megan E. Piper, Stevens S. Smith, Johannes Gehrke, Raghu Ramakrishnan, Venkatesh Ganti and Tanya R. Schlam and has published in prestigious journals such as SHILAP Revista de lepidopterología, Journal of the American Statistical Association and PLoS ONE.

In The Last Decade

Wei‐Yin Loh

95 papers receiving 6.7k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Classification and regression trees

2011 1.6k citations Wei‐Yin Loh profile →
A Comparison of Prediction Accuracy, Complexity, and Training Time of Thirty-Three Old and New Classification Algorithms

2000 782 citations Wei‐Yin Loh et al. profile →
SPLIT SELECTION METHODS FOR CLASSIFICATION TREES

1997 677 citations Wei‐Yin Loh et al. profile →
Fifty Years of Classification and Regression Trees

2014 422 citations Wei‐Yin Loh profile →

Peers

Countries citing papers authored by Wei‐Yin Loh

Since Specialization

Citations

This map shows the geographic impact of Wei‐Yin Loh's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Wei‐Yin Loh with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Wei‐Yin Loh more than expected).

Fields of papers citing papers by Wei‐Yin Loh

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Wei‐Yin Loh. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Wei‐Yin Loh. The network helps show where Wei‐Yin Loh may publish in the future.

Co-authorship network of co-authors of Wei‐Yin Loh

This figure shows the co-authorship network connecting the top 25 collaborators of Wei‐Yin Loh. A scholar is included among the top collaborators of Wei‐Yin Loh based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Wei‐Yin Loh. Wei‐Yin Loh is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	A machine learning analysis of correlates of mortality among patients hospitalized with COVID-19 2023 ·Scientific Reports ·Timothy B. Baker, Wei‐Yin Loh, Thomas M. Piasecki, Daniel M. Bolt, Stevens S. Smith, Wendy S. Slutske, (unknown), Steven L. Bernstein, Michael C. Fiore	5
2	A Machine-Learning Classification Tree Model of Perceived Organizational Performance in U.S. Federal Government Health Agencies 2021 ·Sustainability ·(unknown), (unknown), Wei‐Yin Loh, Barbara A. Bichelmeyer	8
3	Predictors of adherence to nicotine replacement therapy: Machine learning evidence that perceived need predicts medication use 2019 ·Drug and Alcohol Dependence ·Nayoung Kim, Danielle E. McCarthy, Wei‐Yin Loh, Jessica W. Cook, Megan E. Piper, Tanya R. Schlam, Timothy R. Baker	28
4	Implementing Clinical Research Using Factorial Designs: A Primer 2017 ·Behavior Therapy ·Timothy B. Baker, Stevens S. Smith, Daniel M. Bolt, Wei‐Yin Loh, Robin J. Mermelstein, Michael C. Fiore, Megan E. Piper, Linda M. Collins	63
5	Toward precision smoking cessation treatment I: Moderator results from a factorial experiment 2016 ·Drug and Alcohol Dependence ·Megan E. Piper, Tanya R. Schlam, Jessica W. Cook, Stevens S. Smith, Daniel M. Bolt, Wei‐Yin Loh, Robin J. Mermelstein, Linda M. Collins, Michael C. Fiore, Timothy B. Baker	17
6	Identification of drug-specific pathways based on gene expression data: application to drug induced lung injury 2015 ·DSpace@MIT (Massachusetts Institute of Technology) ·Ioannis N. Melas, Theodore Sakellaropoulos, Francesco Iorio, Leonidas G. Alexopoulos, Wei‐Yin Loh, Douglas A. Lauffenburger, Julio Sáez-Rodríguez, Jane P. F. Bai	1
7	Enhancing the effectiveness of smoking treatment research: conceptual bases and progress 2015 ·Addiction ·Timothy B. Baker, Linda M. Collins, Robin J. Mermelstein, Megan E. Piper, Tanya R. Schlam, Jessica W. Cook, Daniel M. Bolt, Stevens S. Smith, Douglas E. Jorenby, David Fraser, Wei‐Yin Loh, (unknown), Michael C. Fiore	39
8	Smoking Cessation and the Risk of Diabetes Mellitus and Impaired Fasting Glucose: Three-Year Outcomes after a Quit Attempt 2014 ·PLoS ONE ·James H. Stein, (unknown), Stevens S. Smith, Megan E. Piper, Wei‐Yin Loh, Michael C. Fiore, Timothy B. Baker	25
9	Are tobacco dependence and withdrawal related amongst heavy smokers? Relevance to conceptualizations of dependence. 2012 ·Journal of Abnormal Psychology ·Timothy B. Baker, Megan E. Piper, Tanya R. Schlam, Jessica W. Cook, Stevens S. Smith, Wei‐Yin Loh, Daniel M. Bolt	39
10	Should All Smokers Use Combination Smoking Cessation Pharmacotherapy? Using Novel Analytic Methods to Detect Differential Treatment Effects Over 8 Weeks of Pharmacotherapy 2011 ·Nicotine & Tobacco Research ·Wei‐Yin Loh, (unknown), Tanya R. Schlam, (unknown), Stevens S. Smith, (unknown), (unknown), (unknown), (unknown)	23
11	Uncertainty Reduction in Multi-Evaluator Decision Making 2011 ·Journal of Computing in Civil Engineering ·Mounir El Asmar, Wafik Boulos Lotfallah, Wei‐Yin Loh, Awad S. Hanna	3
12	Tobacco withdrawal components and their relations with cessation success 2011 ·Psychopharmacology ·Megan E. Piper, Tanya R. Schlam, Jessica W. Cook, Megan A. Sheffer, Stevens S. Smith, Wei‐Yin Loh, Daniel M. Bolt, (unknown), Jesse T. Kaye, Kathryn Hefner, Timothy B. Baker	95
13	Using Decision Tree Analysis to Identify Risk Factors for Relapse to Smoking 2010 ·Substance Use & Misuse ·Megan E. Piper, Wei‐Yin Loh, Stevens S. Smith, Sandra J. Japuntich, Timothy B. Baker	45
14	Gender, race, and education differences in abstinence rates among participants in two randomized smoking cessation trials 2010 ·Nicotine & Tobacco Research ·Megan E. Piper, (unknown), Tanya R. Schlam, Douglas E. Jorenby, Stevens S. Smith, (unknown), Wei‐Yin Loh	158
15	Nonparametric estimation of conditional quantiles using quantile regression trees 2002 ·Bernoulli ·Probal Chaudhuri, Wei‐Yin Loh	45
16	A Framework for Measuring Differences in Data Characteristics 2002 ·Journal of Computer and System Sciences ·Venkatesh Ganti, Johannes Gehrke, Raghu Ramakrishnan, Wei‐Yin Loh	29
17	A CONSISTENT VARIABLE SELECTION CRITERION FOR LINEAR MODELS WITH HIGH-DIMENSIONAL COVARIATES 1997 ·Xiaodong Zheng, Wei‐Yin Loh	17
18	Bias and variance reduction in estimation of model dimension 1994 ·Proceedings of the American Mathematical Society ·Wei‐Yin Loh, Xiaodong Zheng	1
19	Bounds on the Size of the Likelihood Ratio Test of Independence in a Contingency Table 1993 ·Journal of Multivariate Analysis ·Wei‐Yin Loh, (unknown)	7
20	Some modifications of levene's test of variance homogeneity 1987 ·Journal of Statistical Computation and Simulation ·Wei‐Yin Loh	27

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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