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Results: 1 to 20 of 105

1.

Combined rule extraction and feature elimination in supervised classification.

Liu S, Patel RY, Daga PR, Liu H, Fu G, Doerksen RJ, Chen Y, Wilkins DE.

IEEE Trans Nanobioscience. 2012 Sep;11(3):228-36. doi: 10.1109/TNB.2012.2213264.

PMID:
22987128
[PubMed - indexed for MEDLINE]
2.

Robust feature selection for microarray data based on multicriterion fusion.

Yang F, Mao KZ.

IEEE/ACM Trans Comput Biol Bioinform. 2011 Jul-Aug;8(4):1080-92. doi: 10.1109/TCBB.2010.103.

PMID:
21566255
[PubMed - indexed for MEDLINE]
3.

Toward better understanding of protein secondary structure: extracting prediction rules.

Nguyen MN, Zurada JM, Rajapakse JC.

IEEE/ACM Trans Comput Biol Bioinform. 2011 May-Jun;8(3):858-64. doi: 10.1109/TCBB.2010.16.

PMID:
21393657
[PubMed - indexed for MEDLINE]
4.

Rotation of random forests for genomic and proteomic classification problems.

Stiglic G, Rodriguez JJ, Kokol P.

Adv Exp Med Biol. 2011;696:211-21. doi: 10.1007/978-1-4419-7046-6_21.

PMID:
21431561
[PubMed - indexed for MEDLINE]
5.

A multiple kernel support vector machine scheme for feature selection and rule extraction from gene expression data of cancer tissue.

Chen Z, Li J, Wei L.

Artif Intell Med. 2007 Oct;41(2):161-75. Epub 2007 Sep 11.

PMID:
17851055
[PubMed - indexed for MEDLINE]
6.

A robust ensemble classification method analysis.

Zhang Z, Li J, Hu H, Zhou H.

Adv Exp Med Biol. 2010;680:149-55. doi: 10.1007/978-1-4419-5913-3_17.

PMID:
20865496
[PubMed - indexed for MEDLINE]
7.

A comprehensive comparison of random forests and support vector machines for microarray-based cancer classification.

Statnikov A, Wang L, Aliferis CF.

BMC Bioinformatics. 2008 Jul 22;9:319. doi: 10.1186/1471-2105-9-319.

PMID:
18647401
[PubMed - indexed for MEDLINE]
Free PMC Article
8.

Decision forest for classification of gene expression data.

Huang J, Fang H, Fan X.

Comput Biol Med. 2010 Aug;40(8):698-704. doi: 10.1016/j.compbiomed.2010.06.004. Epub 2010 Jun 29.

PMID:
20591424
[PubMed - indexed for MEDLINE]
9.

Tumor classification based on non-negative matrix factorization using gene expression data.

Zheng CH, Ng TY, Zhang L, Shiu CK, Wang HQ.

IEEE Trans Nanobioscience. 2011 Jun;10(2):86-93. doi: 10.1109/TNB.2011.2144998. Epub 2011 Jul 7.

PMID:
21742573
[PubMed - indexed for MEDLINE]
10.

Statistical geometry based prediction of nonsynonymous SNP functional effects using random forest and neuro-fuzzy classifiers.

Barenboim M, Masso M, Vaisman II, Jamison DC.

Proteins. 2008 Jun;71(4):1930-9. doi: 10.1002/prot.21838.

PMID:
18186470
[PubMed - indexed for MEDLINE]
11.

Random forests ensemble classifier trained with data resampling strategy to improve cardiac arrhythmia diagnosis.

Ozçift A.

Comput Biol Med. 2011 May;41(5):265-71. doi: 10.1016/j.compbiomed.2011.03.001. Epub 2011 Mar 17.

PMID:
21419401
[PubMed - indexed for MEDLINE]
12.

Recursive fuzzy granulation for gene subsets extraction and cancer classification.

Tang Y, Zhang YQ, Huang Z, Hu X, Zhao Y.

IEEE Trans Inf Technol Biomed. 2008 Nov;12(6):723-30. doi: 10.1109/TITB.2008.920787.

PMID:
19000951
[PubMed - indexed for MEDLINE]
13.

Convergent Random Forest predictor: methodology for predicting drug response from genome-scale data applied to anti-TNF response.

Bienkowska JR, Dalgin GS, Batliwalla F, Allaire N, Roubenoff R, Gregersen PK, Carulli JP.

Genomics. 2009 Dec;94(6):423-32. doi: 10.1016/j.ygeno.2009.08.008. Epub 2009 Aug 20.

PMID:
19699293
[PubMed - indexed for MEDLINE]
Free Article
14.

Examining the significance of fingerprint-based classifiers.

Luke BT, Collins JR.

BMC Bioinformatics. 2008 Dec 17;9:545. doi: 10.1186/1471-2105-9-545.

PMID:
19091087
[PubMed - indexed for MEDLINE]
Free PMC Article
15.

Cancer classification from gene expression data by NPPC ensemble.

Ghorai S, Mukherjee A, Sengupta S, Dutta PK.

IEEE/ACM Trans Comput Biol Bioinform. 2011 May-Jun;8(3):659-71. doi: 10.1109/TCBB.2010.36.

PMID:
20479504
[PubMed - indexed for MEDLINE]
16.

SNP selection and classification of genome-wide SNP data using stratified sampling random forests.

Wu Q, Ye Y, Liu Y, Ng MK.

IEEE Trans Nanobioscience. 2012 Sep;11(3):216-27. doi: 10.1109/TNB.2012.2214232.

PMID:
22987127
[PubMed - indexed for MEDLINE]
17.

Gene selection for cancer identification: a decision tree model empowered by particle swarm optimization algorithm.

Chen KH, Wang KJ, Tsai ML, Wang KM, Adrian AM, Cheng WC, Yang TS, Teng NC, Tan KP, Chang KS.

BMC Bioinformatics. 2014 Feb 20;15:49. doi: 10.1186/1471-2105-15-49.

PMID:
24555567
[PubMed - indexed for MEDLINE]
Free PMC Article
18.

Improving the computational efficiency of recursive cluster elimination for gene selection.

Luo LK, Huang DF, Ye LJ, Zhou QF, Shao GF, Peng H.

IEEE/ACM Trans Comput Biol Bioinform. 2011 Jan-Mar;8(1):122-9. doi: 10.1109/TCBB.2010.44.

PMID:
20479497
[PubMed - indexed for MEDLINE]
19.

Accurate cancer classification using expressions of very few genes.

Wang L, Chu F, Xie W.

IEEE/ACM Trans Comput Biol Bioinform. 2007 Jan-Mar;4(1):40-53.

PMID:
17277412
[PubMed - indexed for MEDLINE]
20.

Decision tree and ensemble learning algorithms with their applications in bioinformatics.

Che D, Liu Q, Rasheed K, Tao X.

Adv Exp Med Biol. 2011;696:191-9. doi: 10.1007/978-1-4419-7046-6_19. Review.

PMID:
21431559
[PubMed - indexed for MEDLINE]

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