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Andy Liaw | Researchclopedia

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Andy Liaw

Merck & Co., Inc., Rahway, NJ, USA (United States)

54

Works

28,273

Citations

22

h-index

32

i10-index

Research Topics

Computational Drug Discovery Methods Metabolomics and Mass Spectrometry Studies Machine Learning in Materials Science

Affiliations

Merck & Co., Inc., Rahway, NJ, USA (United States)2003–2026

University of Wisconsin–Madison2005–2005

Mitchell Institute1994–1994

Zimmer Biomet (United States)2019–2020

Decision Sciences (United States)2024–2025

Top Works

Classification and Regression by randomForest

Andy Liaw,Matthew C. Wiener

200718,391 citations

Advanced Proteomics Techniques and Applications

Mass Spectrometry Techniques and Applications

Random Forest: A Classification and Regression Tool for Compound Classification and QSAR Modeling

Vladimir Svetnik,Andy Liaw,et al.

20033,519 citations

Newer Classification and Regression Tree Techniques: Bagging and Random Forests for Ecological Prediction

Anantha Prasad,Louis R. Iverson,et al.

20062,251 citations

Deep Neural Nets as a Method for Quantitative Structure–Activity Relationships

Junshui Ma,Robert P. Sheridan,et al.

20151,171 citations

Extreme Gradient Boosting as a Method for Quantitative Structure–Activity Relationships

Robert P. Sheridan,Wei Min Wang,et al.

2016518 citations

randomForest: Breiman and Cutlers Random Forests for Classification and Regression

Leo Breiman,Adele Cutler,et al.

2002337 citations

Improved Statistical Methods for Hit Selection in High-Throughput Screening

Christine Brideau,Bert Gunter,et al.

2003337 citations

Application of Breiman’s Random Forest to Modeling Structure-Activity Relationships of Pharmaceutical Molecules

Vladimir Svetnik,Andy Liaw,et al.

2004283 citations

Demystifying Multitask Deep Neural Networks for Quantitative Structure–Activity Relationships

Yuting Xu,Junshui Ma,et al.

2017238 citations