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Results: 1 to 20 of 72

1.

Compressed learning and its applications to subcellular localization.

Zheng ZL, Guo L, Jia J, Xie CM, Zeng WC, Yang J.

Protein Pept Lett. 2011 Sep;18(9):925-34.

PMID:
21443498
[PubMed - indexed for MEDLINE]
2.

Subcellular localization of Gram-negative bacterial proteins using sparse learning.

Zheng Z, Yang J.

Protein J. 2010 Apr;29(3):195-203. doi: 10.1007/s10930-010-9240-x.

PMID:
20373003
[PubMed - indexed for MEDLINE]
3.

Predicting subcellular localization of gram-negative bacterial proteins by linear dimensionality reduction method.

Wang T, Yang J.

Protein Pept Lett. 2010 Jan;17(1):32-7.

PMID:
19508203
[PubMed - indexed for MEDLINE]
4.

Using the nonlinear dimensionality reduction method for the prediction of subcellular localization of Gram-negative bacterial proteins.

Wang T, Yang J.

Mol Divers. 2009 Nov;13(4):475-81. doi: 10.1007/s11030-009-9134-z. Epub 2009 Mar 28.

PMID:
19330461
[PubMed - indexed for MEDLINE]
5.

Adaptive compressive learning for prediction of protein-protein interactions from primary sequence.

Zhang YN, Pan XY, Huang Y, Shen HB.

J Theor Biol. 2011 Aug 21;283(1):44-52. doi: 10.1016/j.jtbi.2011.05.023. Epub 2011 May 26.

PMID:
21635901
[PubMed - indexed for MEDLINE]
6.

MetaLocGramN: A meta-predictor of protein subcellular localization for Gram-negative bacteria.

Magnus M, Pawlowski M, Bujnicki JM.

Biochim Biophys Acta. 2012 Dec;1824(12):1425-33. doi: 10.1016/j.bbapap.2012.05.018. Epub 2012 Jun 15.

PMID:
22705560
[PubMed - indexed for MEDLINE]
7.

Multitask learning for protein subcellular location prediction.

Xu Q, Pan SJ, Xue HH, Yang Q.

IEEE/ACM Trans Comput Biol Bioinform. 2011 May-Jun;8(3):748-59. doi: 10.1109/TCBB.2010.22.

PMID:
20421687
[PubMed - indexed for MEDLINE]
8.
9.

Protein subcellular localization prediction using artificial intelligence technology.

Nair R, Rost B.

Methods Mol Biol. 2008;484:435-63. doi: 10.1007/978-1-59745-398-1_27.

PMID:
18592195
[PubMed - indexed for MEDLINE]
10.

Boosting multiclass learning with repeating codes and weak detectors for protein subcellular localization.

Lin CC, Tsai YS, Lin YS, Chiu TY, Hsiung CC, Lee MI, Simpson JC, Hsu CN.

Bioinformatics. 2007 Dec 15;23(24):3374-81. Epub 2007 Oct 22.

PMID:
17956879
[PubMed - indexed for MEDLINE]
Free Article
11.

Prediction of protein subcellular localization.

Yu CS, Chen YC, Lu CH, Hwang JK.

Proteins. 2006 Aug 15;64(3):643-51.

PMID:
16752418
[PubMed - indexed for MEDLINE]
12.

A blocking strategy to improve gene selection for classification of gene expression data.

Bontempi G.

IEEE/ACM Trans Comput Biol Bioinform. 2007 Apr-Jun;4(2):293-300.

PMID:
17473321
[PubMed - indexed for MEDLINE]
13.

A novel feature selection approach for biomedical data classification.

Peng Y, Wu Z, Jiang J.

J Biomed Inform. 2010 Feb;43(1):15-23. doi: 10.1016/j.jbi.2009.07.008. Epub 2009 Jul 30.

PMID:
19647098
[PubMed - indexed for MEDLINE]
Free Article
14.

Machine learning: an indispensable tool in bioinformatics.

Inza I, Calvo B, Armañanzas R, Bengoetxea E, Larrañaga P, Lozano JA.

Methods Mol Biol. 2010;593:25-48. doi: 10.1007/978-1-60327-194-3_2.

PMID:
19957143
[PubMed - indexed for MEDLINE]
15.

Accuracy-based learning classifier systems: models, analysis and applications to classification tasks.

Bernadó-Mansilla E, Garrell-Guiu JM.

Evol Comput. 2003 Fall;11(3):209-38.

PMID:
14558911
[PubMed - indexed for MEDLINE]
16.

SubCellProt: predicting protein subcellular localization using machine learning approaches.

Garg P, Sharma V, Chaudhari P, Roy N.

In Silico Biol. 2009;9(1-2):35-44.

PMID:
19537160
[PubMed - indexed for MEDLINE]
17.

Imbalanced multi-modal multi-label learning for subcellular localization prediction of human proteins with both single and multiple sites.

He J, Gu H, Liu W.

PLoS One. 2012;7(6):e37155. doi: 10.1371/journal.pone.0037155. Epub 2012 Jun 8.

PMID:
22715364
[PubMed - indexed for MEDLINE]
Free PMC Article
18.

A comparison of machine learning algorithms for chemical toxicity classification using a simulated multi-scale data model.

Judson R, Elloumi F, Setzer RW, Li Z, Shah I.

BMC Bioinformatics. 2008 May 19;9:241. doi: 10.1186/1471-2105-9-241.

PMID:
18489778
[PubMed - indexed for MEDLINE]
Free PMC Article
19.

Hierarchical learning architecture with automatic feature selection for multiclass protein fold classification.

Huang CD, Lin CT, Pal NR.

IEEE Trans Nanobioscience. 2003 Dec;2(4):221-32.

PMID:
15376912
[PubMed - indexed for MEDLINE]
20.

Gpos-PLoc: an ensemble classifier for predicting subcellular localization of Gram-positive bacterial proteins.

Shen HB, Chou KC.

Protein Eng Des Sel. 2007 Jan;20(1):39-46. Epub 2007 Jan 23.

PMID:
17244638
[PubMed - indexed for MEDLINE]
Free Article
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