-
2
-
-
84880203756
-
Laplacian eigenmaps and spectral techniques for embedding and clustering
-
Belkin M, Niyogi P (2002) Laplacian eigenmaps and spectral techniques for embedding and clustering. Adv Neural Inf Process Syst 2:585–592
-
(2002)
Adv Neural Inf Process Syst
, vol.2
, pp. 585-592
-
-
Belkin, M.1
Niyogi, P.2
-
3
-
-
33750729556
-
Manifold regularization: a geometric framework for learning from labeled and unlabeled examples
-
Belkin M, Niyogi P, Sindhwani V (2006) Manifold regularization: a geometric framework for learning from labeled and unlabeled examples. J Mach Learn Res 7:2399–2434
-
(2006)
J Mach Learn Res
, vol.7
, pp. 2399-2434
-
-
Belkin, M.1
Niyogi, P.2
Sindhwani, V.3
-
4
-
-
84867734798
-
A countably infinite mixture model for clustering and feature selection
-
Bouguila N, Ziou D (2012) A countably infinite mixture model for clustering and feature selection. Knowl Inf Syst 33(2):351–370
-
(2012)
Knowl Inf Syst
, vol.33
, Issue.2
, pp. 351-370
-
-
Bouguila, N.1
Ziou, D.2
-
5
-
-
79955525117
-
Locally consistent concept factorization for document clustering
-
Cai D, He X, Han J (2011) Locally consistent concept factorization for document clustering. IEEE Trans Knowl Data Eng 23(7):902–913
-
(2011)
IEEE Trans Knowl Data Eng
, vol.23
, Issue.7
, pp. 902-913
-
-
Cai, D.1
He, X.2
Han, J.3
-
6
-
-
79959532395
-
Graph regularized nonnegative matrix factorization for data representation
-
Cai D, He X, Han J, Huang TS (2011) Graph regularized nonnegative matrix factorization for data representation. IEEE Trans Pattern Anal Mach Intell 33(8):1548–1560
-
(2011)
IEEE Trans Pattern Anal Mach Intell
, vol.33
, Issue.8
, pp. 1548-1560
-
-
Cai, D.1
He, X.2
Han, J.3
Huang, T.S.4
-
7
-
-
84863393172
-
Manifold adaptive experimental design for text categorization
-
Cai D, He X (2012) Manifold adaptive experimental design for text categorization. IEEE Trans Knowl Data Eng 24(4):707–719
-
(2012)
IEEE Trans Knowl Data Eng
, vol.24
, Issue.4
, pp. 707-719
-
-
Cai, D.1
He, X.2
-
9
-
-
78751697032
-
Locality preserving nonnegative matrix factorization
-
Cai D, He X, Wang X, Bao H, Han J (2009) Locality preserving nonnegative matrix factorization. In: Proceedings of the 21st international joint conference on artificial intelligence, pp 1010–1015
-
(2009)
In: Proceedings of the 21st international joint conference on artificial intelligence
-
-
Cai, D.1
He, X.2
Wang, X.3
Bao, H.4
Han, J.5
-
10
-
-
84870453627
-
Ranking on data manifold with sink points
-
Cheng X, Du P, Guo J, Zhu X, Chen Y (2013) Ranking on data manifold with sink points. IEEE Trans Knowl Data Eng 25(1):177–191
-
(2013)
IEEE Trans Knowl Data Eng
, vol.25
, Issue.1
, pp. 177-191
-
-
Cheng, X.1
Du, P.2
Guo, J.3
Zhu, X.4
Chen, Y.5
-
12
-
-
84862781770
-
Efficient nonnegative matrix factorization via projected Newton method
-
Gong P, Zhang C (2012) Efficient nonnegative matrix factorization via projected Newton method. Pattern Recognit 45(9):3557–3565
-
(2012)
Pattern Recognit
, vol.45
, Issue.9
, pp. 3557-3565
-
-
Gong, P.1
Zhang, C.2
-
13
-
-
84861164231
-
NeNMF: An optimal gradient method for nonnegative matrix factorization
-
Guan N, Tao D, Luo Z, Yuan B (2012) NeNMF: An optimal gradient method for nonnegative matrix factorization. IEEE Trans Signal Process 45(9):3557–3565
-
(2012)
IEEE Trans Signal Process
, vol.45
, Issue.9
, pp. 3557-3565
-
-
Guan, N.1
Tao, D.2
Luo, Z.3
Yuan, B.4
-
15
-
-
84863165439
-
-
Hastie T, Tibshirani R, Friedman J, Franklin J (2009) The elements of statistical learning: data mining, inference, and prediction
-
(2009)
The elements of statistical learning: data mining, inference and prediction
-
-
Hastie, T.1
Tibshirani, R.2
Friedman, J.3
Franklin, J.4
-
16
-
-
84900510076
-
Non-negative matrix factorization with sparseness constraints
-
Hoyer PO, Dayan P (2004) Non-negative matrix factorization with sparseness constraints. J Mach Learn Res 5:1457–1469
-
(2004)
J Mach Learn Res
, vol.5
, pp. 1457-1469
-
-
Hoyer, P.O.1
Dayan, P.2
-
17
-
-
80053321199
-
Discriminative concept factorization for data representation
-
Hua W, He X (2011) Discriminative concept factorization for data representation. Neurocomputing 74(18):3800–3807
-
(2011)
Neurocomputing
, vol.74
, Issue.18
, pp. 3800-3807
-
-
Hua, W.1
He, X.2
-
18
-
-
79959506800
-
Distance approximation techniques to reduce the dimensionality for multimedia databases
-
Kim Y, Chung C, Lee SG, Kim D (2011) Distance approximation techniques to reduce the dimensionality for multimedia databases. Knowl Inf Syst 28(1):227–248
-
(2011)
Knowl Inf Syst
, vol.28
, Issue.1
, pp. 227-248
-
-
Kim, Y.1
Chung, C.2
Lee, S.G.3
Kim, D.4
-
19
-
-
0033592606
-
Learning the parts of objects by non-negative matrix factorization
-
Lee DD, Seung HS (1999) Learning the parts of objects by non-negative matrix factorization. Nature 401(6755):788–791
-
(1999)
Nature
, vol.401
, Issue.6755
, pp. 788-791
-
-
Lee, D.D.1
Seung, H.S.2
-
20
-
-
77951094313
-
Nonnegative matrix factorization on orthogonal subspace
-
Li Z, Wu X, Peng H (2010) Nonnegative matrix factorization on orthogonal subspace. Pattern Recognit Lett 31(9):905–911
-
(2010)
Pattern Recognit Lett
, vol.31
, Issue.9
, pp. 905-911
-
-
Li, Z.1
Wu, X.2
Peng, H.3
-
21
-
-
84862795548
-
Clustering analysis using manifold kernel concept factorization
-
Li P, Chen C, Bu J (2012) Clustering analysis using manifold kernel concept factorization. Neurocomputing 87:120–131
-
(2012)
Neurocomputing
, vol.87
, pp. 120-131
-
-
Li, P.1
Chen, C.2
Bu, J.3
-
22
-
-
84878113170
-
Subspace learning via locally constrained A-optimal nonnegative projection
-
Li P, Bu J, Chen C, Wang C, Cai D (2013) Subspace learning via locally constrained A-optimal nonnegative projection. Neurocomputing 115:49–62
-
(2013)
Neurocomputing
, vol.115
, pp. 49-62
-
-
Li, P.1
Bu, J.2
Chen, C.3
Wang, C.4
Cai, D.5
-
23
-
-
84888350280
-
Relational multi-manifold co-clustering
-
Li P, Bu J, Chen C, He Z, Cai D (2013) Relational multi-manifold co-clustering. IEEE Trans Cybern. 43(6):1871–1881
-
(2013)
IEEE Trans Cybern
, vol.43
, Issue.6
, pp. 1871-1881
-
-
Li, P.1
Bu, J.2
Chen, C.3
He, Z.4
Cai, D.5
-
24
-
-
84861310732
-
Constrained nonnegative matrix factorization for image representation
-
Liu H, Wu Z, Cai D, Huang TS (2012) Constrained nonnegative matrix factorization for image representation. IEEE Trans Pattern Anal Mach Intell 34(7):1299–1311
-
(2012)
IEEE Trans Pattern Anal Mach Intell
, vol.34
, Issue.7
, pp. 1299-1311
-
-
Liu, H.1
Wu, Z.2
Cai, D.3
Huang, T.S.4
-
26
-
-
85016704878
-
Matching theory
-
North Holland: Akadémiai Kiadó
-
Lovász L, Plummer M (1986) Matching theory. In: North Holland, Akadémiai Kiadó
-
(1986)
In
-
-
Lovász, L.1
Plummer, M.2
-
27
-
-
0034704222
-
Nonlinear dimensionality reduction by locally linear embedding
-
Roweis ST, Saul LK (2000) Nonlinear dimensionality reduction by locally linear embedding. Science 290(5500):2323–2326
-
(2000)
Science
, vol.290
, Issue.5500
, pp. 2323-2326
-
-
Roweis, S.T.1
Saul, L.K.2
-
28
-
-
84898964201
-
Algorithms for non-negative matrix factorization
-
Seung D, Lee L (2001) Algorithms for non-negative matrix factorization. Adv Neural Inf Process Syst 13:556–562
-
(2001)
Adv Neural Inf Process Syst
, vol.13
, pp. 556-562
-
-
Seung, D.1
Lee, L.2
-
29
-
-
34548051389
-
Multiplicative updates for nonnegative quadratic programming. Neural Comput
-
Sha F, Lin Y, Saul LK, Lee DD (2007) Multiplicative updates for nonnegative quadratic programming. Neural Comput, MIT Press 19(8):2004–2031
-
(2007)
MIT Press
, vol.19
, Issue.8
, pp. 2004-2031
-
-
Sha, F.1
Lin, Y.2
Saul, L.K.3
Lee, D.D.4
-
31
-
-
0034704229
-
A global geometric framework for nonlinear dimensionality reduction
-
Tenenbaum JB, De Silva V, Langford JC, Bauckhage C (2000) A global geometric framework for nonlinear dimensionality reduction. Science 290(5500):2319–2323
-
(2000)
Science
, vol.290
, Issue.5500
, pp. 2319-2323
-
-
Tenenbaum, J.B.1
De Silva, V.2
Langford, J.C.3
Bauckhage, C.4
-
32
-
-
80053924421
-
Convex non-negative matrix factorization for massive datasets
-
Thurau C, Kersting K, Wahabzada M, Bauckhage C (2011) Convex non-negative matrix factorization for massive datasets. Knowl Inf Syst 29(2):457–478
-
(2011)
Knowl Inf Syst
, vol.29
, Issue.2
, pp. 457-478
-
-
Thurau, C.1
Kersting, K.2
Wahabzada, M.3
Bauckhage, C.4
-
37
-
-
83655184772
-
Quadratic nonnegative matrix factorization
-
Yang Z, Oja E (2012) Quadratic nonnegative matrix factorization. Pattern Recognit 45(4):1500–1510
-
(2012)
Pattern Recognit
, vol.45
, Issue.4
, pp. 1500-1510
-
-
Yang, Z.1
Oja, E.2
-
38
-
-
84863401481
-
Nonlinear learning using local coordinate coding
-
Yu K, Zhang T, Gong Y (2009) Nonlinear learning using local coordinate coding. Adv Neural Inf Process Syst 22:2223–2231
-
(2009)
Adv Neural Inf Process Syst
, vol.22
, pp. 2223-2231
-
-
Yu, K.1
Zhang, T.2
Gong, Y.3
-
39
-
-
79958696304
-
Robust non-negative matrix factorization
-
Zhang L, Chen Z, Zheng M, He X (2011) Robust non-negative matrix factorization. Frontiers Electr Electron Eng China 6(2):192–200
-
(2011)
Frontiers Electr Electron Eng China
, vol.6
, Issue.2
, pp. 192-200
-
-
Zhang, L.1
Chen, Z.2
Zheng, M.3
He, X.4
-
41
-
-
76849086406
-
Feature selection for gene expression using model-based entropy
-
Zhu S, Wang D, Yu K, Li T, Gong Y (2010) Feature selection for gene expression using model-based entropy. IEEE/ACM Trans Comput Biol Bioinform 7(1):25–36
-
(2010)
IEEE/ACM Trans Comput Biol Bioinform
, vol.7
, Issue.1
, pp. 25-36
-
-
Zhu, S.1
Wang, D.2
Yu, K.3
Li, T.4
Gong, Y.5
|