Yun Xu
Molecular Biology · with Goodacre · 2013–2018
A researcher in the Science corpus: 3 papers; trusts 13 researchers and is trusted by 0 researchers here, as inferred from the citation graph.
Subfields
- Molecular Biology — 37 citations into it
- Statistics and Probability — 17 citations into it
- Artificial Intelligence — 15 citations into it
- Spectroscopy — 10 citations into it
- Computer Vision and Pattern Recognition — 8 citations into it
- Computational Theory and Mathematics — 7 citations into it
- Evaluation & Benchmarks — 6 citations into it
- Statistical Learning Theory — 6 citations into it
Whom Yun Xu trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Bradley Efron
- Robert Tibshirani
- Shigeo Abe
- Richard G. Brereton
- David Broadhurst
- Trevor J. Hastie
- David I. Ellis
- Eric R. Ziegel
- Warwick B. Dunn
- Yuhai Wu
Papers from Yun Xu's perspective
Ordered by how strongly the researchers Yun Xu trusts endorse each paper. Same corpus, a different order for every researcher.
- Random Forests
- Support-Vector Networks
- Consistency of Random Forests and Other Averaging Classifiers
- Classification and Regression by randomForest
- Statistical Learning Theory
- Analysis of a Random Forests Model
- Analysis of a complex of statistical variables into principal components.
- A Tutorial on Support Vector Machines for Pattern Recognition
- LIBSVM: A library for support vector machines
- HMDB: the Human Metabolome Database (Nucleic Acids Res.)
Their papers
- A tutorial review: Metabolomics and partial least squares-discriminant analysis--a marriage of convenience or a shotgun wedding. (2015) — 785 citations
- On Splitting Training and Validation Set: A Comparative Study of Cross-Validation, Bootstrap and Systematic Sampling for Estimating the Generalization Performance of Supervised Learning (2018) — 922 citations
- A comparison of Raman and FT-IR spectroscopy for the prediction of meat spoilage (2013) — 134 citations