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Results: 1 to 20 of 98

Similar articles for PubMed (Select 24779683)

1.

Probability-enhanced sufficient dimension reduction for binary classification.

Shin SJ, Wu Y, Zhang HH, Liu Y.

Biometrics. 2014 Apr 29. doi: 10.1111/biom.12174. [Epub ahead of print]

PMID:
24779683
2.

Two-Dimensional Solution Surface for Weighted Support Vector Machines.

Shin SJ, Wu Y, Zhang HH.

J Comput Graph Stat. 2014 Apr 3;23(2):383-402.

3.

Multicategory Large-Margin Unified Machines.

Zhang C, Liu Y.

J Mach Learn Res. 2013 May 1;14:1349-1386.

4.

Multicategory Composite Least Squares Classifiers.

Park SY, Liu Y, Liu D, Scholl P.

Stat Anal Data Min. 2010 Aug;3(4):272-286.

5.

Sufficient dimension reduction for censored regressions.

Lu W, Li L.

Biometrics. 2011 Jun;67(2):513-23. doi: 10.1111/j.1541-0420.2010.01490.x. Epub 2010 Sep 28.

6.

Robust Model-Free Multiclass Probability Estimation.

Wu Y, Zhang HH, Liu Y.

J Am Stat Assoc. 2010 Mar 1;105(489):424-436.

7.

Probability estimation with machine learning methods for dichotomous and multicategory outcome: theory.

Kruppa J, Liu Y, Biau G, Kohler M, König IR, Malley JD, Ziegler A.

Biom J. 2014 Jul;56(4):534-63. doi: 10.1002/bimj.201300068. Epub 2014 Jan 29. Review.

PMID:
24478134
8.

EFFICIENT ESTIMATION IN SUFFICIENT DIMENSION REDUCTION.

Ma Y, Zhu L.

Ann Stat. 2013 Feb;41(1):250-268.

9.

Probability machines: consistent probability estimation using nonparametric learning machines.

Malley JD, Kruppa J, Dasgupta A, Malley KG, Ziegler A.

Methods Inf Med. 2012;51(1):74-81. doi: 10.3414/ME00-01-0052. Epub 2011 Sep 14.

11.

Conditional-cumulant-of-exposure method in logistic missing covariate regression.

Wang CY, Huang WT.

Biometrics. 2000 Mar;56(1):98-105.

PMID:
10783782
12.

An application of methods for the probabilistic three-class classification of pregnancies of unknown location.

Van Calster B, Condous G, Kirk E, Bourne T, Timmerman D, Van Huffel S.

Artif Intell Med. 2009 Jun;46(2):139-54. doi: 10.1016/j.artmed.2008.12.003. Epub 2009 Jan 20.

PMID:
19157812
13.
14.

Recursive support vector machines for dimensionality reduction.

Tao Q, Chu D, Wang J.

IEEE Trans Neural Netw. 2008 Jan;19(1):189-93. doi: 10.1109/TNN.2007.908267.

PMID:
18269950
15.

Computer-assisted lip diagnosis on Traditional Chinese Medicine using multi-class support vector machines.

Li F, Zhao C, Xia Z, Wang Y, Zhou X, Li GZ.

BMC Complement Altern Med. 2012 Aug 16;12:127. doi: 10.1186/1472-6882-12-127.

16.

Risk estimation using probability machines.

Dasgupta A, Szymczak S, Moore JH, Bailey-Wilson JE, Malley JD.

BioData Min. 2014 Mar 1;7(1):2. doi: 10.1186/1756-0381-7-2.

17.

Dimension reduction in survival regressions with censored data via an imputed spline approach.

Lue HH, Chen CH, Chang WH.

Biom J. 2011 May;53(3):426-43. doi: 10.1002/bimj.201000168. Epub 2011 Apr 15.

PMID:
21495063
18.

Multiclass from binary: expanding one-versus-all, one-versus-one and ECOC-based approaches.

Rocha A, Goldenstein SK.

IEEE Trans Neural Netw Learn Syst. 2014 Feb;25(2):289-302. doi: 10.1109/TNNLS.2013.2274735.

PMID:
24807029
19.

Direct density-ratio estimation with dimensionality reduction via least-squares hetero-distributional subspace search.

Sugiyama M, Yamada M, von Bünau P, Suzuki T, Kanamori T, Kawanabe M.

Neural Netw. 2011 Mar;24(2):183-98. doi: 10.1016/j.neunet.2010.10.005. Epub 2010 Oct 21. Review.

PMID:
21059481
20.

Efficient feature selection and multiclass classification with integrated instance and model based learning.

Liu Z, Bensmail H, Tan M.

Evol Bioinform Online. 2012;8:197-205. doi: 10.4137/EBO.S9407. Epub 2012 Apr 30.

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