-
1
-
-
0042378381
-
Laplacian eigenmaps for dimensionality reduction and data representation
-
M. Belkin and P. Niyogi. Laplacian eigenmaps for dimensionality reduction and data representation. NIPS, 15, 2003.
-
(2003)
NIPS
, vol.15
-
-
Belkin, M.1
Niyogi, P.2
-
2
-
-
4344599431
-
Learning eigenfunctions links spectral embedding and kernel pca
-
Y. Bengio, O. Delalleau, N. L. Roux, J.-F. Paiement, P. Vincent, and M. Ouimet. Learning eigenfunctions links spectral embedding and kernel pca. Neural Comput, 16(10):2197-2219, 2004.
-
(2004)
Neural Comput
, vol.16
, Issue.10
, pp. 2197-2219
-
-
Bengio, Y.1
Delalleau, O.2
Roux, N.L.3
Paiement, J.-F.4
Vincent, P.5
Ouimet, M.6
-
3
-
-
34547840255
-
Kernel-based data fusion for gene prioritization
-
T. D. Bie, L. C. Tranchevent, L. Oeffelen, and Y. Moreau. Kernel-based data fusion for gene prioritization. Bioinformatics, 23:i125-i132, 2007.
-
(2007)
Bioinformatics
, vol.23
-
-
Bie, T.D.1
Tranchevent, L.C.2
Oeffelen, L.3
Moreau, Y.4
-
4
-
-
9144252016
-
The gene ontology annotation (goa) database: Sharing knowledge in uniprot with gene ontology
-
E. Camon, etal. The gene ontology annotation (goa) database: sharing knowledge in uniprot with gene ontology. Nucleic Acids Research, 32:262-266, 2004.
-
(2004)
Nucleic Acids Research
, vol.32
, pp. 262-266
-
-
Camon, E.1
-
6
-
-
25444520537
-
mir-15 and mir-16 induce apoptosis by targeting bcl2
-
A. Cimmino, etal. mir-15 and mir-16 induce apoptosis by targeting bcl2. PNAS, 102:13944-13949, 2005.
-
(2005)
PNAS
, vol.102
, pp. 13944-13949
-
-
Cimmino, A.1
-
7
-
-
65149083925
-
Optimal solutions for sparse principal component analysis
-
Technical report, Princeton University
-
A. d'Aspremont, F. Bach, and L. E. Ghaoui. Optimal solutions for sparse principal component analysis. Technical report, Princeton University, 2007.
-
(2007)
-
-
d'Aspremont, A.1
Bach, F.2
Ghaoui, L.E.3
-
8
-
-
85130928181
-
Unsupervised feature selection
-
H. Liu and H. Motoda, editors, Chapman and Hall/CRC Press
-
J. Dy. Unsupervised feature selection. In H. Liu and H. Motoda, editors, Computational Methods of Feature Selection. Chapman and Hall/CRC Press, 2007.
-
(2007)
Computational Methods of Feature Selection
-
-
Dy, J.1
-
9
-
-
0030069083
-
Aberrations in normal systemic lipid metabolism in ovarian cancer patients
-
C. Gercel-Taylor, D. L. Doering, F. B. Kraemer, and D. D. Taylor. Aberrations in normal systemic lipid metabolism in ovarian cancer patients. Gynecologic Oncology, 60:35-41, 1996.
-
(1996)
Gynecologic Oncology
, vol.60
, pp. 35-41
-
-
Gercel-Taylor, C.1
Doering, D.L.2
Kraemer, F.B.3
Taylor, D.D.4
-
11
-
-
36248941518
-
Micrornas in carcinogenesis
-
J. Hagan and C. Croce. Micrornas in carcinogenesis. Cytogenet Genome Res, 118:252-259, 2007.
-
(2007)
Cytogenet Genome Res
, vol.118
, pp. 252-259
-
-
Hagan, J.1
Croce, C.2
-
13
-
-
36749005527
-
Using expression profiling data to identify human microrna targets
-
J. C. Huang, etal. Using expression profiling data to identify human microrna targets. NATURE METHODS, 4:1045-1049, 2007.
-
(2007)
NATURE METHODS
, vol.4
, pp. 1045-1049
-
-
Huang, J.C.1
-
15
-
-
8844278523
-
Jordan. Learning the kernel matrix with semidefinite programming
-
G. R. G. Lanckriet, etal. Jordan. Learning the kernel matrix with semidefinite programming. J. Mach. Learn. Res., 5:27-72, 2004.
-
(2004)
J. Mach. Learn. Res
, vol.5
, pp. 27-72
-
-
Lanckriet, G.R.G.1
-
16
-
-
7244248755
-
A comparative study of feature selection and multiclass classification methods for tissue classification based on gene expression
-
T. Li, C. Zhang, and M. Ogihara. A comparative study of feature selection and multiclass classification methods for tissue classification based on gene expression. Bioinformatics, 20:2429-2437, 2004.
-
(2004)
Bioinformatics
, vol.20
, pp. 2429-2437
-
-
Li, T.1
Zhang, C.2
Ogihara, M.3
-
17
-
-
39149116851
-
-
H. Liu and H. Motoda, editors, Chapman and Hall/CRC Press
-
H. Liu and H. Motoda, editors. Computational Methods of Feature Selection. Chapman and Hall/CRC Press, 2008.
-
(2008)
Computational Methods of Feature Selection
-
-
-
19
-
-
20444460289
-
Microrna expression profiles classify human cancers
-
J. Lu, etal. Microrna expression profiles classify human cancers. Nature, 435:834-838, 2005.
-
(2005)
Nature
, vol.435
, pp. 834-838
-
-
Lu, J.1
-
21
-
-
33845864703
-
computational prediction of cancer-gene function
-
H. Pingzhao, G. Bader, D. Wigle, and A. Emili. computational prediction of cancer-gene function. Nature Reviews Cancer, 7:23-34, 2007.
-
(2007)
Nature Reviews Cancer
, vol.7
, pp. 23-34
-
-
Pingzhao, H.1
Bader, G.2
Wigle, D.3
Emili, A.4
-
22
-
-
0003836788
-
Nonlinear component analysis as a kernel eigenvalue problem
-
Technical report, Max Planck Institut
-
B. Schölkopf, A. Smola, and K.-R. Müller. Nonlinear component analysis as a kernel eigenvalue problem. Technical report, Max Planck Institut, 1996.
-
(1996)
-
-
Schölkopf, B.1
Smola, A.2
Müller, K.-R.3
-
23
-
-
34247495591
-
mir-21-mediated tumor growth
-
M.-L. Si, etal. mir-21-mediated tumor growth. Oncogene, 26:2799-2803, 2007.
-
(2007)
Oncogene
, vol.26
, pp. 2799-2803
-
-
Si, M.-L.1
-
24
-
-
0141990695
-
Theoretical and empirical analysis of Relief and ReliefF
-
M. R. Sikonja and I. Kononenko. Theoretical and empirical analysis of Relief and ReliefF. Machine Learning, 53:23-69, 2003.
-
(2003)
Machine Learning
, vol.53
, pp. 23-69
-
-
Sikonja, M.R.1
Kononenko, I.2
-
25
-
-
33750052587
-
What should be expected from feature selection in small-sample settings
-
C. Sima and E. R. Dougherty. What should be expected from feature selection in small-sample settings. Bioinformatics, 22:2430-2436, 2006.
-
(2006)
Bioinformatics
, vol.22
, pp. 2430-2436
-
-
Sima, C.1
Dougherty, E.R.2
-
26
-
-
0019890232
-
Skin tumor-promoting activity of benzoyl peroxide, a widely used free radical-generating compound
-
T. J. Slaga, etal. Skin tumor-promoting activity of benzoyl peroxide, a widely used free radical-generating compound. Science, 213:1023-1025, 1981.
-
(1981)
Science
, vol.213
, pp. 1023-1025
-
-
Slaga, T.J.1
-
28
-
-
34848868157
-
Tumor-suppressive mir-34a induces senescence-like growth arrest through modulation of the e2f pathway in human colon cancer cells
-
H. Tazawa, etal. Tumor-suppressive mir-34a induces senescence-like growth arrest through modulation of the e2f pathway in human colon cancer cells. PNAS, 104:15472-15477, 2007.
-
(2007)
PNAS
, vol.104
, pp. 15472-15477
-
-
Tazawa, H.1
-
29
-
-
34547300830
-
A tutorial on spectral clustering
-
Technical report, Max Planck Institute for Biological Cybernetics
-
U. von Luxburg. A tutorial on spectral clustering. Technical report, Max Planck Institute for Biological Cybernetics, 2007.
-
(2007)
-
-
von Luxburg, U.1
-
30
-
-
21844447839
-
Characterization of a family of algorithms for generalized discriminant analysis on undersampled problems
-
J. Ye. Characterization of a family of algorithms for generalized discriminant analysis on undersampled problems. J. Mach. Learn. Res., 6:483-502, 2005.
-
(2005)
J. Mach. Learn. Res
, vol.6
, pp. 483-502
-
-
Ye, J.1
-
31
-
-
36849082708
-
Discriminant kernel and regularization parameter learning via semidefinite programming
-
J. Ye, J. Chen, and S. Ji. Discriminant kernel and regularization parameter learning via semidefinite programming. In ICML., 2007.
-
(2007)
ICML
-
-
Ye, J.1
Chen, J.2
Ji, S.3
-
32
-
-
65149104302
-
Spectral feature selection for supervised and unsupervised learning
-
Z. Zhao and H. Liu. Spectral feature selection for supervised and unsupervised learning. In ICML., 2007.
-
(2007)
ICML
-
-
Zhao, Z.1
Liu, H.2
-
33
-
-
51949083910
-
Spectral clustering and transductive learning with multiple views
-
D. Zhou and C. Burges. Spectral clustering and transductive learning with multiple views. In Intl. Conf. on Mach. Learn., 2007.
-
(2007)
Intl. Conf. on Mach. Learn
-
-
Zhou, D.1
Burges, C.2
|