Kim-Anh Lê Cao
Molecular Biology · 2009–2019
A researcher in the Science corpus: 5 papers; trusts 25 researchers and is trusted by 7 researchers here, as inferred from the citation graph.
Subfields
- Molecular Biology — 39 citations into it; #7,119 of 17,773 by trust here, #8,089 by citations
- Genetics — 11 citations into it
- Statistics and Probability — 10 citations into it
- Optimization & Training — 7 citations into it
- Analytical Chemistry — 6 citations into it
- Computer Vision and Pattern Recognition — 6 citations into it
Whom Kim-Anh Lê Cao trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Robert Tibshirani
- Trevor J. Hastie
- Hui Zou
- Haipeng Shen
- Danh V. Nguyen
- Isabelle M Guyon
- Anne-Laure Boulesteix
- Hyonho Chun
- Ian T. Jolliffe
- Jianhua Z. Huang
Who trusts Kim-Anh Lê Cao overall
- Jessie Y.C. Chen
- Florian Rohart
- A. Alyass
- Lijia Yu
- Tahir Mehmood
- Sijia Huang
- P. Gromski
- Jasmine Chong
- Michael J. Barnes
- Benoît Gautier
Papers from Kim-Anh Lê Cao's perspective
Ordered by how strongly the researchers Kim-Anh Lê Cao trusts endorse each paper. Same corpus, a different order for every researcher.
- Regression Shrinkage and Selection via the Lasso
- Addendum: Regularization and variable selection via the elastic net
- A Modified Principal Component Technique Based on the LASSO
- Diagnosis of multiple cancer types by shrunken centroids of gene expression
- Random Forests
- Multiclass cancer diagnosis using tumor gene expression signatures (Proceedings of the National Academy of Sciences of the United States of America)
- Regularization Paths for Generalized Linear Models via Coordinate Descent
- Classification and diagnostic prediction of cancers using gene expression profiling and artificial neural networks
- Controlling the false discovery rate: a practical and powerful approach to multiple testing
- Relations Between Two Sets of Variates
Their papers
- mixOmics: An R package for ‘omics feature selection and multiple data integration (2017) — 3,265 citations
- Sparse PLS discriminant analysis: biologically relevant feature selection and graphical displays for multiclass problems (2011) — 892 citations
- DIABLO: an integrative approach for identifying key molecular drivers from multi-omics assays (2019) — 846 citations
- integrOmics: an R package to unravel relationships between two omics datasets (2009) — 421 citations
- Sparse canonical methods for biological data integration: application to a cross-platform study (2009) — 296 citations