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Results: 1 to 20 of 104

1.

Nonparallel support vector machines for pattern classification.

Tian Y, Qi Z, Ju X, Shi Y, Liu X.

IEEE Trans Cybern. 2014 Jul;44(7):1067-79. doi: 10.1109/TCYB.2013.2279167. Epub 2013 Sep 5.

PMID:
24013833
[PubMed - in process]
2.

Large-scale linear nonparallel support vector machine solver.

Tian Y, Ping Y.

Neural Netw. 2014 Feb;50:166-74. doi: 10.1016/j.neunet.2013.11.014. Epub 2013 Nov 26.

PMID:
24317341
[PubMed - indexed for MEDLINE]
3.

Improvements on twin support vector machines.

Shao YH, Zhang CH, Wang XB, Deng NY.

IEEE Trans Neural Netw. 2011 Jun;22(6):962-8. doi: 10.1109/TNN.2011.2130540. Epub 2011 May 5.

PMID:
21550880
[PubMed - indexed for MEDLINE]
4.

Weighted twin support vector machines with local information and its application.

Ye Q, Zhao C, Gao S, Zheng H.

Neural Netw. 2012 Nov;35:31-9. doi: 10.1016/j.neunet.2012.06.010. Epub 2012 Jul 13.

PMID:
22944307
[PubMed - indexed for MEDLINE]
5.

A coordinate descent margin based-twin support vector machine for classification.

Shao YH, Deng NY.

Neural Netw. 2012 Jan;25(1):114-21. doi: 10.1016/j.neunet.2011.08.003. Epub 2011 Aug 17.

PMID:
21890319
[PubMed - indexed for MEDLINE]
6.

Bayesian framework for least-squares support vector machine classifiers, gaussian processes, and kernel Fisher discriminant analysis.

Van Gestel T, Suykens JA, Lanckriet G, Lambrechts A, De Moor B, Vandewalle J.

Neural Comput. 2002 May;14(5):1115-47.

PMID:
11972910
[PubMed - indexed for MEDLINE]
7.

Vicinal support vector classifier using supervised kernel-based clustering.

Yang X, Cao A, Song Q, Schaefer G, Su Y.

Artif Intell Med. 2014 Mar;60(3):189-96. doi: 10.1016/j.artmed.2014.01.003. Epub 2014 Feb 7.

PMID:
24637294
[PubMed - in process]
8.

Multisurface proximal support vector machine classification via generalized eigenvalues.

Mangasarian OL, Wild EW.

IEEE Trans Pattern Anal Mach Intell. 2006 Jan;28(1):69-74.

PMID:
16402620
[PubMed - indexed for MEDLINE]
9.

Training a support vector machine in the primal.

Chapelle O.

Neural Comput. 2007 May;19(5):1155-78.

PMID:
17381263
[PubMed - indexed for MEDLINE]
10.

Twin Support Vector Machines for pattern classification.

Jayadeva, Khemchandani R, Chandra S.

IEEE Trans Pattern Anal Mach Intell. 2007 May;29(5):905-10.

PMID:
17469239
[PubMed - indexed for MEDLINE]
11.

Structural regularized support vector machine: a framework for structural large margin classifier.

Xue H, Chen S, Yang Q.

IEEE Trans Neural Netw. 2011 Apr;22(4):573-87. doi: 10.1109/TNN.2011.2108315. Epub 2011 Mar 7.

PMID:
21385668
[PubMed - indexed for MEDLINE]
12.

Efficient classification for additive kernel SVMs.

Maji S, Berg AC, Malik J.

IEEE Trans Pattern Anal Mach Intell. 2013 Jan;35(1):66-77.

PMID:
22392703
[PubMed - indexed for MEDLINE]
13.

L2-norm multiple kernel learning and its application to biomedical data fusion.

Yu S, Falck T, Daemen A, Tranchevent LC, Suykens JA, De Moor B, Moreau Y.

BMC Bioinformatics. 2010 Jun 8;11:309. doi: 10.1186/1471-2105-11-309.

PMID:
20529363
[PubMed - indexed for MEDLINE]
Free PMC Article
14.

A support vector machine formulation to PCA analysis and its kernel version.

Suykens JK, Van Gestel T, Vandewalle J, De Moor B.

IEEE Trans Neural Netw. 2003;14(2):447-50. doi: 10.1109/TNN.2003.809414.

PMID:
18238028
[PubMed]
15.

A novel technique for subpixel image classification based on support vector machine.

Bovolo F, Bruzzone L, Carlin L.

IEEE Trans Image Process. 2010 Nov;19(11):2983-99. doi: 10.1109/TIP.2010.2051632. Epub 2010 Jun 1.

PMID:
20519154
[PubMed]
16.

On the sparseness of 1-norm support vector machines.

Zhang L, Zhou W.

Neural Netw. 2010 Apr;23(3):373-85. doi: 10.1016/j.neunet.2009.11.012. Epub 2009 Dec 3.

PMID:
20018477
[PubMed - indexed for MEDLINE]
17.

Training Lp norm multiple kernel learning in the primal.

Liang Z, Xia S, Zhou Y, Zhang L.

Neural Netw. 2013 Oct;46:172-82. doi: 10.1016/j.neunet.2013.05.003. Epub 2013 May 24.

PMID:
23770740
[PubMed - indexed for MEDLINE]
18.

Arbitrary norm support vector machines.

Huang K, Zheng D, King I, Lyu MR.

Neural Comput. 2009 Feb;21(2):560-82. doi: 10.1162/neco.2008.12-07-667.

PMID:
19431269
[PubMed - indexed for MEDLINE]
19.

Laplacian twin support vector machine for semi-supervised classification.

Qi Z, Tian Y, Shi Y.

Neural Netw. 2012 Nov;35:46-53. doi: 10.1016/j.neunet.2012.07.011. Epub 2012 Aug 10.

PMID:
22954478
[PubMed - indexed for MEDLINE]
20.

New support vector-based design method for binary hierarchical classifiers for multi-class classification problems.

Wang YC, Casasent D.

Neural Netw. 2008 Mar-Apr;21(2-3):502-10. doi: 10.1016/j.neunet.2007.12.005. Epub 2007 Dec 8. Erratum in: Neural Netw. 2008 May;21(4):698.

PMID:
18187285
[PubMed - indexed for MEDLINE]

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