-
1
-
-
0042972838
-
A new algorithm for the evaluation of shotgun peptide sequencing in proteomics: Support vector machine classification of peptide MS/MS spectra and SEQUEST scores
-
Anderson,D.C., Li,W., Payan,D.G. and Noble,W.S. (2003) A new algorithm for the evaluation of shotgun peptide sequencing in proteomics: support vector machine classification of peptide MS/MS spectra and SEQUEST scores. J. Proteome Res., 2, 137-146.
-
(2003)
J. Proteome Res.
, vol.2
, pp. 137-146
-
-
Anderson, D.C.1
Li, W.2
Payan, D.G.3
Noble, W.S.4
-
2
-
-
0035023445
-
Predicting protein-protein interactions from primary structure
-
Bock,J.R. and Gough,D.A. (2001) Predicting protein-protein interactions from primary structure. Bioinformatics, 17, 455-460.
-
(2001)
Bioinformatics
, vol.17
, pp. 455-460
-
-
Bock, J.R.1
Gough, D.A.2
-
3
-
-
0034602774
-
Knowledge-based analysis of microarray gene expression data using support vector machines
-
Brown,M.P.S., Grundy,W.N., Lin,D., Cristianini,N., Sugnet,C., Furey,T.S., Ares,J.M. and Haussler,D (2000) Knowledge-based analysis of microarray gene expression data using support vector machines. Proc. Natl Acad. Sci., USA, 97, 262-267.
-
(2000)
Proc. Natl. Acad. Sci., USA
, vol.97
, pp. 262-267
-
-
Brown, M.P.S.1
Grundy, W.N.2
Lin, D.3
Cristianini, N.4
Sugnet, C.5
Furey, T.S.6
Ares, J.M.7
Haussler, D.8
-
4
-
-
0000913324
-
Svmtorch: Support vector machines for large-scale regression problems
-
Collobert,R. and Bengio,S. (2001) Svmtorch: Support vector machines for large-scale regression problems. J. Machine Learn. Res., 1, 143-160.
-
(2001)
J. Machine Learn. Res.
, vol.1
, pp. 143-160
-
-
Collobert, R.1
Bengio, S.2
-
5
-
-
0003798635
-
An Introduction to Support Vector Machines
-
Cambridge University Press, MA
-
Cristianini,N. and Shawe-Taylor,J. (2000) An Introduction to Support Vector Machines. Cambridge University Press, MA.
-
(2000)
-
-
Cristianini, N.1
Shawe-Taylor, J.2
-
6
-
-
0035014847
-
Multi-class protein fold recognition using support vector machines and neural networks
-
Ding,C. and Dubchak,I. (2001) Multi-class protein fold recognition using support vector machines and neural networks. Bioinformatics, 17, 349-358.
-
(2001)
Bioinformatics
, vol.17
, pp. 349-358
-
-
Ding, C.1
Dubchak, I.2
-
7
-
-
0033636139
-
Support vector machine classification and validation of cancer tissue samples using microarray expression data
-
Furey,T.S., Cristianini,N., Duffy,N., Bednarski,D.W., Schummer,M. and Haussler,D. (2001) Support vector machine classification and validation of cancer tissue samples using microarray expression data. Bioinformatics, 16, 906-914.
-
(2001)
Bioinformatics
, vol.16
, pp. 906-914
-
-
Furey, T.S.1
Cristianini, N.2
Duffy, N.3
Bednarski, D.W.4
Schummer, M.5
Haussler, D.6
-
8
-
-
0036161259
-
Gene selection for cancer classification using support vector machines
-
Guyon,I., Weston,J., Barnhill,S. and Vapnik,V. (2001) Gene selection for cancer classification using support vector machines. Machine Learning, 46, 389-422.
-
(2001)
Machine Learning
, vol.46
, pp. 389-422
-
-
Guyon, I.1
Weston, J.2
Barnhill, S.3
Vapnik, V.4
-
9
-
-
0033289037
-
Using the Fisher kernel method to detect remote protein homologies
-
Proceedings of the Seventh International Conference on Intelligent Systems for Molecular Biology, AAAI Press, Menlo Park, CA
-
Jaakkola,T., Diekhans,M. and Haussler,D. (1999) Using the Fisher kernel method to detect remote protein homologies. Proceedings of the Seventh International Conference on Intelligent Systems for Molecular Biology, AAAI Press, Menlo Park, CA, pp. 149-158.
-
(1999)
, pp. 149-158
-
-
Jaakkola, T.1
Diekhans, M.2
Haussler, D.3
-
10
-
-
0003798642
-
Making large scale svm learning practical
-
Technical Report LS8-24, Universitat Dortmund
-
Joachims,T. (1998) Making large scale svm learning practical. Technical Report LS8-24, Universitat Dortmund.
-
(1998)
-
-
Joachims, T.1
-
11
-
-
84898968688
-
Mismatch string kernels for SVM protein classification
-
Becker,S., Thrun,S. and Obermayer,K. (eds), MIT Press, Cambridge, MA
-
Leslie,C., Eskin,E., Weston,J. and Noble,W.S. (2003) Mismatch string kernels for SVM protein classification. In Becker,S., Thrun,S. and Obermayer,K. (eds), Advances in Neural Information Processing Systems. MIT Press, Cambridge, MA.
-
(2003)
Advances in Neural Information Processing Systems
-
-
Leslie, C.1
Eskin, E.2
Weston, J.3
Noble, W.S.4
-
12
-
-
0036376041
-
Combining pairwise sequence similarity and support vector machines for remote protein homology detection
-
Proceedings of the Sixth Annual International Conference on Computational Molecular Biology
-
Liao,L. and Noble,W.S. (2002) Combining pairwise sequence similarity and support vector machines for remote protein homology detection. Proceedings of the Sixth Annual International Conference on Computational Molecular Biology, pp. 225-232.
-
(2002)
, pp. 225-232
-
-
Liao, L.1
Noble, W.S.2
-
13
-
-
0003798641
-
Support vector machine classification of microarray data
-
Technical Report AI Memo 1677, Massachusetts Institute of Technology
-
Mukherjee,S., Tamayo,P., Slonim,D., Verri,A., Golub,T., Mesirov,J. and Poggio,T. (1999) Support vector machine classification of microarray data. Technical Report AI Memo 1677, Massachusetts Institute of Technology.
-
(1999)
-
-
Mukherjee, S.1
Tamayo, P.2
Slonim, D.3
Verri, A.4
Golub, T.5
Mesirov, J.6
Poggio, T.7
-
14
-
-
1542559402
-
Support vector machine applications in computational biology
-
MIT Press, Cambridge, MA
-
Noble,W.S. (2004) Support vector machine applications in computational biology. Kernel Methods in Computational Biology, MIT Press, Cambridge, MA.
-
(2004)
Kernel Methods in Computational Biology
-
-
Noble, W.S.1
-
15
-
-
0035221556
-
Promoter region-based classification of genes
-
Altman,R.B., Dunker,A.K., Hunter,L., Lauderdale,K., and Klein,T.E., (eds), Pacific Symposium of Biocomputing, Singapore, World Scientific
-
Pavlidis,P., Furey,T.S., Liberto,M., Haussler,D. and Grundy,W.N. (2001) Promoter region-based classification of genes. In Altman,R.B., Dunker,A.K., Hunter,L., Lauderdale,K., and Klein,T.E., (eds), Pacific Symposium of Biocomputing, Singapore, pp. 151-163. World Scientific.
-
(2001)
, pp. 151-163
-
-
Pavlidis, P.1
Furey, T.S.2
Liberto, M.3
Haussler, D.4
Grundy, W.N.5
-
16
-
-
0003991806
-
Statistical Learning Theory. Adaptive and Learning Systems for Signal Processing, Communications, and Control
-
Wiley, New York
-
Vapnik,V.N. (1998) Statistical Learning Theory. Adaptive and Learning Systems for Signal Processing, Communications, and Control. Wiley, New York.
-
(1998)
-
-
Vapnik, V.N.1
-
17
-
-
84899021874
-
Graph-driven features extraction from microarray data using diffusion kernels and kernel CCA
-
Becker,S., Thrun,S. and Obermayer,K. (eds), MIT Press, Cambridge, MA
-
Vert,J.-P. and Kanehisa,M. (2003) Graph-driven features extraction from microarray data using diffusion kernels and kernel CCA. In Becker,S., Thrun,S. and Obermayer,K. (eds), Advances in Neural Information Processing Systems 15. MIT Press, Cambridge, MA.
-
(2003)
Advances in Neural Information Processing Systems 15
-
-
Vert, J.-P.1
Kanehisa, M.2
-
18
-
-
0033670134
-
Engineering support vector machine kernels that recognize translation initiation sites
-
Zien,A., Rätch,G., Mika,S., Schölkopf,B., Lengauer,T. and Müller,K.-R. (2000) Engineering support vector machine kernels that recognize translation initiation sites. Bioinformatics, 16, 799-807.
-
(2000)
Bioinformatics
, vol.16
, pp. 799-807
-
-
Zien, A.1
Rätch, G.2
Mika, S.3
Schölkopf, B.4
Lengauer, T.5
Müller, K.-R.6
|