1 |
Golub, T., et al., "Molecular classification of cancer: Class discovery and class prediction by gene expression monitoring," Science, vol. 286, no. 5439, pp. 531-537, 1999.
DOI
ScienceOn
|
2 |
이선아, 이건명, 류근호, "퍼지 시그너쳐 집합을 이용한 마이크로어레이 데이터 검색," 한국지능시스템학회 논문지, 제19권, 제4호, pp. 545-549, 2009.
|
3 |
Braga-Neto UM, D.E., "Is cross-validation valid for smallsample microarray classification?," Bioinformatics, vol. 20, pp. 374-380, 2004.
DOI
|
4 |
ER, D., "Small sample issues for microarray-based classification," Comparative and functional genomics, vol. 2, pp. 28-34, 2001.
DOI
|
5 |
Subramanian A., et al., "Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression profiles," Proc. Natl Acad Sci USA, vol. 102, pp. 15545-15550, 2001.
|
6 |
Guo Z., et al., "Towards precise classification of cancers based on robust gene functional expression profiles," BMC Bioinformatics, vol. 6, pp. 58, 2005.
DOI
|
7 |
Tomfohr J, Lu J, K.T., "Pathway level analysis of gene expression using singular value decomposition," BMC Bioinformatics, vol. 6, pp. 225, 2005.
DOI
|
8 |
Bild AH, et al., "Oncogenic pathway signatures in human cancers as a guide to targeted therapies," Nature, vol. 439, pp. 353-357, 2006.
DOI
|
9 |
Lee E., et al., "Inferring pathway activity toward precise disease classification," PLoS Computational Biology, vol. 4, no. 11, e1000217, 2008.
DOI
|
10 |
Su J., et al., "Accurate and reliable cancer classification based on probabilistic inference of pathway activity," PLoS ONE, vol. 4, no. 12, e8161, 2009.
DOI
|
11 |
Peng, H., et al., "Feature selection based on mutual information: criteria of max-dependency, max-relevance, and min-redundancy," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 27, no. 8, pp. 1226-1238, 2005.
DOI
ScienceOn
|
12 |
Ho, T.K., "The random subspace method for constructing decision forests," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 20, no. 8, pp. 832-844, 1998.
DOI
|
13 |
Beer DG., et al., "Gene expression profiles predict survival of patients with lung adenocarcinoma," Nature Medicine, vol. 8, pp. 816-824, 2002
DOI
|
14 |
Bhattacharjee A., et al., "Classification of human lung carcinomas by mRNA expression profiling reveals distinct adenocarcinoma subclasses," Proc. Natl Acad Sci USA, vol. 98, pp. 13790-13795, 2001.
|
15 |
T, Fawcett, "An introduction to roc analysis," Pattern Recognition Letters, vol. 27, pp. 861-874, 2006.
DOI
ScienceOn
|
16 |
Ruide Hua, et al., "A small proline-rich protein, spr1: Specific marker for squamous lung carcinoma," Lung Cancer, vol. 20, Issue 1, pp. 25-30, 1998.
DOI
|