Y. H. Yang
Molecular Biology · 2001–2010
A researcher in the Science corpus: 6 papers; trusts 21 researchers and is trusted by 14 researchers here, as inferred from the citation graph.
Subfields
- Molecular Biology — 48 citations into it; #3,166 of 17,773 by trust here, #4,050 by citations
- Artificial Intelligence — 13 citations into it
- Genetics — 8 citations into it
- Computer Vision and Pattern Recognition — 5 citations into it
Whom Y. H. Yang trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Leo Breiman
- Thomas G. Dietterich
- M. Kerr
- Michael A. Newton
- Russell D. Wolfinger
- David Hilton Wolpert
- Ludmila I. Kuncheva
- William S. Cleveland
- J. Shaffer
- Timothy R. Hughes
Who trusts Y. H. Yang overall
- Gordon K. Smyth
- Sandrine Dudoit
- Y. Leung
- Matthew E. Ritchie
- Xiangqin Cui
- Tomokazu Konishi
- Carmiya Bar-Or
- Gary A. Churchill
- William T. Barry
- Donna K. Slonim
Papers from Y. H. Yang's perspective
Ordered by how strongly the researchers Y. H. Yang trusts endorse each paper. Same corpus, a different order for every researcher.
- Bagging Predictors
- Functional discovery via a compendium of expression profiles. (Cell)
- Random Forests
- On Differential Variability of Expression Ratios: Improving Statistical Inference about Gene Expression Changes from Microarray Data (J. Comput. Biol.)
- Signaling and circuitry of multiple MAPK pathways revealed by a matrix of global gene expression profiles. (Science)
- Multiple Classifier Systems
- Experiments with a New Boosting Algorithm
- Systematic variation in gene expression patterns in human cancer cell lines (Nature Genetics)
- Importance of replication in microarray gene expression studies: statistical methods and evidence from repetitive cDNA hybridizations. (Proceedings of the National Academy of Sciences of the United States of America)
- An Experimental Comparison of Three Methods for Constructing Ensembles of Decision Trees: Bagging, Boosting, and Randomization
Their papers
- Normalization for cDNA microarray data: a robust composite method addressing single and multiple slide systematic variation. (2002) — 3,676 citations
- Normalization for cDNA microarry data (2001) — 437 citations
- A Review of Ensemble Methods in Bioinformatics (2010) — 497 citations
- Design issues for cDNA microarray experiments (2002) — 858 citations
- Genome-wide profiling identifies epithelial cell genes associated with asthma and with treatment response to corticosteroids (2007) — 836 citations
- STATISTICAL METHODS FOR IDENTIFYING DIFFERENTIALLY EXPRESSED GENES IN REPLICATED cDNA MICROARRAY EXPERIMENTS (2002) — 1,619 citations