-
3
-
-
67049155384
-
Non-negative matrix factorization on manifold
-
D. Cai, X. He, X. Wu, and J. Han. Non-negative matrix factorization on manifold. In ICDM, 2008.
-
(2008)
ICDM
-
-
Cai, D.1
He, X.2
Wu, X.3
Han, J.4
-
4
-
-
33749252873
-
-
O. Chapelle, B. SchÄolkopf, and A. Zien, editors, MIT Press, Cambridge, MA
-
O. Chapelle, B. SchÄolkopf, and A. Zien, editors. Semi-Supervised Learning. MIT Press, Cambridge, MA, 2006.
-
(2006)
Semi-Supervised Learning
-
-
-
5
-
-
0003882879
-
-
American Mathematical Society, February
-
F. R. K. Chung. Spectral Graph Theory. American Mathematical Society, February 1997.
-
(1997)
Spectral Graph Theory
-
-
Chung, F.R.K.1
-
6
-
-
0035789644
-
Co-clustering documents and words using bipartite spectral graph partitioning
-
I. S. Dhillon. Co-clustering documents and words using bipartite spectral graph partitioning. In KDD, pages 269-274, 2001.
-
(2001)
KDD
, pp. 269-274
-
-
Dhillon, I.S.1
-
7
-
-
12244256379
-
Kernel k-means: Spectral clustering and normalized cuts
-
I. S. Dhillon, Y. Guan, and B. Kulis. Kernel k-means: spectral clustering and normalized cuts. In KDD, pages 551-556, 2004.
-
(2004)
KDD
, pp. 551-556
-
-
Dhillon, I.S.1
Guan, Y.2
Kulis, B.3
-
8
-
-
77952375075
-
Information-theoretic co-clustering
-
I. S. Dhillon, S. Mallela, and D. S. Modha. Information-theoretic co-clustering. In KDD, pages 89-98, 2003.
-
(2003)
KDD
, pp. 89-98
-
-
Dhillon, I.S.1
Mallela, S.2
Modha, D.S.3
-
10
-
-
33749255098
-
-
C. H. Q. Ding and X. He. On the equivalence of nonnegative matrix factorization and spectral clustering. In SDM, 2005.
-
C. H. Q. Ding and X. He. On the equivalence of nonnegative matrix factorization and spectral clustering. In SDM, 2005.
-
-
-
-
11
-
-
33749575326
-
Orthogonal nonnegative matrix t-factorizations for clustering
-
C. H. Q. Ding, T. Li, W. Peng, and H. Park. Orthogonal nonnegative matrix t-factorizations for clustering. In KDD, pages 126-135, 2006.
-
(2006)
KDD
, pp. 126-135
-
-
Ding, C.H.Q.1
Li, T.2
Peng, W.3
Park, H.4
-
12
-
-
8644228268
-
Locality preserving projections
-
X. He and P. Niyogi. Locality preserving projections. In NIPS, 2003.
-
(2003)
NIPS
-
-
He, X.1
Niyogi, P.2
-
13
-
-
0001093042
-
Algorithms for non-negative matrix factorization
-
D. D. Lee and H. S. Seung. Algorithms for non-negative matrix factorization. In NIPS, pages 556-562, 2000.
-
(2000)
NIPS
, pp. 556-562
-
-
Lee, D.D.1
Seung, H.S.2
-
14
-
-
49849097634
-
The relationships among various nonnegative matrix factorization methods for clustering
-
T. Li and C. H. Q. Ding. The relationships among various nonnegative matrix factorization methods for clustering. In ICDM, pages 362-371, 2006.
-
(2006)
ICDM
, pp. 362-371
-
-
Li, T.1
Ding, C.H.Q.2
-
15
-
-
0041875229
-
On spectral clustering: Analysis and an algorithm
-
A. Y. Ng, M. I. Jordan, and Y. Weiss. On spectral clustering: Analysis and an algorithm. In NIPS, pages 849-856, 2001.
-
(2001)
NIPS
, pp. 849-856
-
-
Ng, A.Y.1
Jordan, M.I.2
Weiss, Y.3
-
16
-
-
0042378381
-
Laplacian eigenmaps for dimensionality reduction and data representation
-
P. Niyogi. Laplacian eigenmaps for dimensionality reduction and data representation. Neural Computation, 15:1373-1396, 2003.
-
(2003)
Neural Computation
, vol.15
, pp. 1373-1396
-
-
Niyogi, P.1
-
17
-
-
0034704222
-
Nonlinear dimensionality reduction by locally linear embedding
-
December
-
S. T. Roweis and L. K. Saul. Nonlinear dimensionality reduction by locally linear embedding. Science, 290(5500):2323-2326, December 2000.
-
(2000)
Science
, vol.290
, Issue.5500
, pp. 2323-2326
-
-
Roweis, S.T.1
Saul, L.K.2
-
19
-
-
0347380229
-
The cmu pose, illumination, and expression database
-
T. Sim, S. Baker, and M. Bsat. The cmu pose, illumination, and expression database. IEEE Trans. Pattern Anal. Mach. Intell., 25(12):1615-1618, 2003.
-
(2003)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.25
, Issue.12
, pp. 1615-1618
-
-
Sim, T.1
Baker, S.2
Bsat, M.3
-
21
-
-
34548583274
-
A tutorial on spectral clustering
-
U. von Luxburg. A tutorial on spectral clustering. Statistics and Computing, 17(4):395-416, 2007.
-
(2007)
Statistics and Computing
, vol.17
, Issue.4
, pp. 395-416
-
-
von Luxburg, U.1
-
22
-
-
84864040410
-
A local learning approach for clustering
-
M. Wu and B. SchÄolkopf. A local learning approach for clustering. In NIPS, pages 1529-1536, 2006.
-
(2006)
NIPS
, pp. 1529-1536
-
-
Wu, M.1
SchÄolkopf, B.2
-
23
-
-
1542347778
-
Document clustering based on non-negative matrix factorization
-
Xu, Wei, Liu, Xin, and Gong, Yihong. Document clustering based on non-negative matrix factorization. In Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 267-273, 2003.
-
(2003)
Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval
, pp. 267-273
-
-
Xu, W.1
Liu, X.2
Gong, Y.3
-
24
-
-
0013246766
-
Spectral relaxation for k-means clustering
-
H. Zha, X. He, C. H. Q. Ding, M. Gu, and H. D. Simon. Spectral relaxation for k-means clustering. In NIPS, pages 1057-1064, 2001.
-
(2001)
NIPS
, pp. 1057-1064
-
-
Zha, H.1
He, X.2
Ding, C.H.Q.3
Gu, M.4
Simon, H.D.5
-
25
-
-
33745456231
-
Semi-supervised learning literature survey
-
Technical report, Computer Sciences, University of Wisconsin-Madison
-
X. Zhu. Semi-supervised learning literature survey. Technical report, Computer Sciences, University of Wisconsin-Madison, 2008.
-
(2008)
-
-
Zhu, X.1
|