DOI: 10.1186/gb-2002-3-4-research0017. New feature subset selection procedures for classification of expression profiles

New feature subset selection procedures for classification of expression profiles

10.1186/gb-2002-3-4-research0017

Crossref journal-article

Springer Science and Business Media LLC

Genome Biology (297)

Bibliography

BÃ¸, T. H., & Jonassen, I. (2002). New feature subset selection procedures for classification of expression profiles. Genome Biology, 3(4).

Authors 2

Trond Hellem Bø (first)
Inge Jonassen (additional)

References 19 Referenced 137

Alon U, Barkai N, Notterman DA, Gish K, Ybarra S, Mack D, Levine AJ: Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays. Proc Natl Acad Sci USA. 1999, 96: 6745-6750. 10.1073/pnas.96.12.6745. (10.1073/pnas.96.12.6745) / Proc Natl Acad Sci USA by U Alon (1999)
Golub TR, Slonim DK, Tamayo P, Huard C, Gaasenbeeck M, Mesirov JP, Coller H, Loh ML, Downing JR, Caligiuri MA, et al: Molecular classification of cancer: class discovery and class prediction by gene expression monitoring. Science. 1999, 286: 531-537. 10.1016/S0378-4371(00)00404-0. (10.1126/science.286.5439.531) / Science by TR Golub (1999)
Alizadeh AA, Eisen MB, Davis RE, Ma C, Lossos IL, Rosenwald A, Boldrick JC, Sabet H, Tran T, Yu X, et al: Distinct types of diffuse large B-cell lymphoma identified by gene expression profiling. Nature. 2000, 403: 503-511. 10.1038/35000501. (10.1038/35000501) / Nature by AA Alizadeh (2000)
Khan J, Wei JS, Rigner M, Saal LH, Ladanyi M, Wetsermann F, Berthold F, Schwab M, Antonescu CR, Peterson C, et al: Classification and diagnostic prediction of cancers using gene expression profiling and artificial neural networks. Nat Med. 2001, 7: 673-679. 10.1038/89044. (10.1038/89044) / Nat Med by J Khan (2001)
Getz G, Levine E, Domany E: Coupled two-way clustering analysis of gene microarray data. Proc Natl Acad Sci USA. 2000, 97: 12079-12084. 10.1073/pnas.210134797. (10.1073/pnas.210134797) / Proc Natl Acad Sci USA by G Getz (2000)
Xing EP, Jordan MI, Karp R: Feature selection for high-dimensional genomic microarray data. In Proceedings of Eighteenth International Conference on Machine Learning, 2001. San Francisco: Morgan Kaufmann;. 2001 / In Proceedings of Eighteenth International Conference on Machine Learning, 2001. San Francisco: Morgan Kaufmann; by EP Xing (2001)
Xiong M, Jin L, Li W, Boerwinkle E: Computational methods for gene expression-based tumor classification. BioTechniques. 2000, 29: 1264-1270. (10.2144/00296bc02) / BioTechniques by M Xiong (2000)
Kohavi R, John GH: Wrappers for feature subset selection. Artificial Intelligence. 1997, 97: 273-324. 10.1016/S0004-3702(97)00043-X. (10.1016/S0004-3702(97)00043-X) / Artificial Intelligence by R Kohavi (1997)
Supplementary datasets and prediction results for Golub et al. 'Molecular classification of cancer: class discovery and class prediction by gene expression monitoring'. [http://www-genome.wi.mit.edu/MPR/data_set_ALL_AML.html]
Data pertaining to the article 'Broad patterns of gene expression revealed by clustering of tumor and normal colon tissues probed by oligonucleotide arrays'. [http://microarray.princeton.edu/oncology/affydata/index.html]
Mardia KV, Kent JT, Bibby JM: Multivariate Analysis. London: Academic Press,. 1979 / London: Academic Press, by KV Mardia (1979)
Ripley BD: Pattern Recognition and Neural Networks. Cambridge: Cambridge University Press,. 1996 / Cambridge: Cambridge University Press, by BD Ripley (1996)
Weston J, Mukherjee S, Chapelle O, Pontil M, Poggio T, Vapnik V: Feature selection for SVMs. In Advances in Neural Information Processing Systems 13. 11th edition. Edited by Solla SA, Leen TK, Muller K-R. Cambridge, MA: MIT press,. 2001 / In Advances in Neural Information Processing Systems 13. 11th edition. Edited by Solla SA, Leen TK, Muller K-R. Cambridge, MA: MIT press, by J Weston (2001)
Vapnik V: Statistical Learning Theory. New York: John Wiley and Sons,. 1999 / New York: John Wiley and Sons, by V Vapnik (1999)
Dysvik B, Jonassen I: J-Express: exploring gene expression data using Java. Bioinformatics. 2001, 17: 369-370. 10.1093/bioinformatics/17.4.369. (10.1093/bioinformatics/17.4.369) / Bioinformatics by B Dysvik (2001)
Dudoit S, Fridlyand J, Speed T: Comparison of Discrimination Methods for the Classification of Tumors Using Gene Expression Data. Technical report 576. Berkeley, CA: Department of Statistics, University of California,. 2000, [http://www.stat.berkeley.edu/~sandrine/tecrep/576.pdf] / Technical report 576. Berkeley, CA: Department of Statistics, University of California, by S Dudoit (2000)
Ben-Dor A, Bruhn L, Friedman N, Nachman I, Schummer M, Yakhini Z: Tissue classification with gene expression profiles. J Comput Biol. 2000, 7: 559-583. 10.1089/106652700750050943. (10.1089/106652700750050943) / J Comput Biol by A Ben-Dor (2000)
Chow ML, Moler EJ, Mian IS: Identifying marker genes in transcription profiling data using a mixture of feature relevance experts. Physiol Genomics. 2001, 5: 99-111. (10.1152/physiolgenomics.2001.5.2.99) / Physiol Genomics by ML Chow (2001)
Supplementary information:New seature subset selection procedures for classification of expression profiles. [http://www.ii.uib.no/~trondb/featureselection/]

Dates

Type	When
Created	22 years, 10 months ago (Sept. 26, 2002, 8:07 a.m.)
Deposited	1 year, 3 months ago (April 25, 2024, 12:10 p.m.)
Indexed	2 weeks, 3 days ago (Aug. 5, 2025, 8:43 a.m.)
Issued	23 years, 5 months ago (March 14, 2002)
Published	23 years, 5 months ago (March 14, 2002)
Published Online	23 years, 5 months ago (March 14, 2002)

Funders 0

None

BibTeX

@article{B__2002, title={New feature subset selection procedures for classification of expression profiles}, volume={3}, ISSN={1474-760X}, url={http://dx.doi.org/10.1186/gb-2002-3-4-research0017}, DOI={10.1186/gb-2002-3-4-research0017}, number={4}, journal={Genome Biology}, publisher={Springer Science and Business Media LLC}, author={Bø, Trond Hellem and Jonassen, Inge}, year={2002}, month=mar }

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