Wei-Yin Loh

Statistics and Probability · 1997–2014

A researcher in the Science corpus: 9 papers; trusts 50 researchers and is trusted by 98 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 45 citations into it; #499 of 12,932 by trust here, #988 by citations
• Artificial Intelligence — 28 citations into it; #2,354 of 35,345 by trust here, #5,424 by citations
• Statistical Learning Theory — 26 citations into it; #235 of 1,038 by trust here, #358 by citations
• Information Systems — 13 citations into it; #184 of 8,771 by trust here, #694 by citations
• Algorithms & Complexity — 10 citations into it; #84 of 516 by trust here, #218 by citations
• Evaluation & Benchmarks — 10 citations into it
• Molecular Biology — 10 citations into it
• Food Science — 8 citations into it

Whom Wei-Yin Loh trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. J. Ross Quinlan
2. Jerome H. Friedman
3. Leo Breiman
4. G. De’ath
5. R. Fisher
6. Torsten Hothorn
7. Achim Zeileis
8. Hugh A. Chipman
9. Thomas G. Dietterich
10. Luís Torgo

Who trusts Wei-Yin Loh overall

1. Torsten Hothorn
2. Achim Zeileis
3. Jack Dunn
4. Vinícius G. Costa
5. João Gama
6. Dimitris J. Bertsimas
7. Emilio Carrizosa
8. Kurt Hornik
9. Max Kuhn
10. Carlos Eduardo Pedreira

Papers from Wei-Yin Loh's perspective

Ordered by how strongly the researchers Wei-Yin Loh trusts endorse each paper. Same corpus, a different order for every researcher.

1. Bagging Predictors
2. C4.5: Programs for Machine Learning
3. UCI Repository of machine learning databases
4. The Nature of Statistical Learning Theory
5. Random Forests
6. Pattern Recognition and Neural Networks
7. The Elements of Statistical Learning
8. Generalized Linear Models
9. Hedonic housing prices and the demand for clean air
10. Experiments with a New Boosting Algorithm

Their papers

• SPLIT SELECTION METHODS FOR CLASSIFICATION TREES (1997)
• Should all smokers use combination smoking cessation pharmacotherapy? Using novel analytic methods to detect differential treatment effects over 8 weeks of pharmacotherapy. (2012) — 38 citations
• Visualizable and interpretable regression models with good prediction power (2007) — 57 citations
• Classification and regression trees (2011) — 1,363 citations
• A Comparison of Prediction Accuracy, Complexity, and Training Time of Thirty-Three Old and New Classification Algorithms (2000) — 1,264 citations
• Regression trees for longitudinal and multiresponse data (2012) — 68 citations
• Fifty Years of Classification and Regression Trees (2014) — 629 citations
• REGRESSION TREES WITH UNBIASED VARIABLE SELECTION AND INTERACTION DETECTION (2002) — 640 citations
• Classification Trees With Unbiased Multiway Splits (2001) — 440 citations