-
2
-
-
0036885572
-
An unconstrained optimization problem is NP-hard given an oracle representation of its objective function: A technical note
-
DOI 10.1016/S0305-0548(02)00065-5, PII S0305054802000655
-
T. C. E. Cheng andM. Y. Kovalyov, "An unconstrained optimization problem is NP-hard given an oracle representation of its objective function: A technical note," Comput. Oper. Res., vol. 29, no. 14, pp. 2087-2091, Dec. 2002. (Pubitemid 34961693)
-
(2002)
Computers and Operations Research
, vol.29
, Issue.14
, pp. 2087-2091
-
-
Cheng, T.C.E.1
Kovalyov, M.Y.2
-
3
-
-
0034704229
-
A global geometric framework for nonlinear dimensionality reduction
-
DOI 10.1126/science.290.5500.2319
-
J. B. Tenenbaum, V. de Silva, and J. C. Langford, "A global geometric framework for nonlinear dimensionality reduction," Science, vol. 290, no. 5500, pp. 2319-2323, Dec. 2000. (Pubitemid 32041577)
-
(2000)
Science
, vol.290
, Issue.5500
, pp. 2319-2323
-
-
Tenenbaum, J.B.1
De Silva, V.2
Langford, J.C.3
-
4
-
-
0034704222
-
Nonlinear dimensionality reduction by locally linear embedding
-
DOI 10.1126/science.290.5500.2323
-
S. T. Roweis and L. K. Saul, "Nonlinear dimensionality reduction by locally linear embedding," Science, vol. 290, no. 5500, pp. 2323-2326, Dec. 2000. (Pubitemid 32041578)
-
(2000)
Science
, vol.290
, Issue.5500
, pp. 2323-2326
-
-
Roweis, S.T.1
Saul, L.K.2
-
5
-
-
14344251006
-
Learning a kernel matrix for nonlinear dimensionality reduction
-
Proceedings, Twenty-First International Conference on Machine Learning, ICML 2004
-
K. Q. Weinberger, F. Sha. K. Saul "Learning a kernel matrix for nonlineardimensionality reduction," in Proc. 21st ICML, 2004, pp. 839- 846. (Pubitemid 40290888)
-
(2004)
Proceedings, Twenty-First International Conference on Machine Learning, ICML 2004
, pp. 839-846
-
-
Weinberger, K.Q.1
Sha, F.2
Saul, L.K.3
-
6
-
-
0019570836
-
Fast filter transforms for image processing
-
P. Burt, "Fast filter transforms for image processing," Comput. Vis. Graph. Image Process., vol. 16, pp. 20-51, 1981. (Pubitemid 11516675)
-
(1981)
Computer graphics and image processing
, vol.16
, Issue.1
, pp. 20-51
-
-
Burt Peter, J.1
-
7
-
-
0030303861
-
The effective energy transformation scheme as a special continuation approach to global optimization with application to molecular conformation
-
Z. Wu, "The effective energy transformation scheme as a special continuation approach to global optimization with application to molecular conformation," SIAM J. Optim., vol. 6, no. 3, pp. 748-768, 1996.
-
(1996)
SIAM J. Optim.
, vol.6
, Issue.3
, pp. 748-768
-
-
Wu, Z.1
-
8
-
-
58149421595
-
Analysis of a complex of statistical variables into principal components
-
Sep.
-
H. Hotelling, "Analysis of a complex of statistical variables into principal components," J. Educ. Psychol., vol. 24, no. 6, pp. 417-441, Sep. 1933.
-
(1933)
J. Educ. Psychol.
, vol.24
, Issue.6
, pp. 417-441
-
-
Hotelling, H.1
-
9
-
-
0003326616
-
Parametric representation of nonlinear data structures
-
New York: Academic
-
R. N. Shepard and J. D. Carroll, "Parametric representation of nonlinear data structures," in Proc. Int. Symp. Multivariate Anal., vol. 2. New York: Academic, 1965, pp. 561-592.
-
(1965)
Proc. Int. Symp. Multivariate Anal.
, vol.2
, pp. 561-592
-
-
Shepard, R.N.1
Carroll, J.D.2
-
10
-
-
84887006810
-
A nonlinear mapping for data structure analysis
-
May
-
J. W. Sammon, "A nonlinear mapping for data structure analysis," IEEE Trans. Comput., vol. C-18, no. 5, pp. 401-409, May 1969.
-
(1969)
IEEE Trans. Comput.
, vol.C-18
, Issue.5
, pp. 401-409
-
-
Sammon, J.W.1
-
11
-
-
0030736375
-
Curvilinear component analysis: A self-organizing neural network for nonlinear mapping of data sets
-
PII S1045922797002300
-
P. Demartines and J. Hérault. (1997, Jan.). Curvilinear component analysis: A self-organizing neural network for nonlinear mapping of data sets. IEEE Trans. Neural Netw. [Online]. 8(1), pp. 148-154. Available: citeseer.ist.psu.edu/demartines96curvilinear.html (Pubitemid 127767788)
-
(1997)
IEEE Transactions on Neural Networks
, vol.8
, Issue.1
, pp. 148-154
-
-
Demartines, P.1
Herault, J.2
-
12
-
-
0344508604
-
A robust non-linear projection method
-
Bruges, Belgium
-
J. Lee, A. Lendasse, N. Donckers, and M. Verleysen, "A robust non-linear projection method," in Proc. ESANN, Bruges, Belgium, 2000, pp. 13-20.
-
(2000)
Proc. ESANN
, pp. 13-20
-
-
Lee, J.1
Lendasse, A.2
Donckers, N.3
Verleysen, M.4
-
13
-
-
85156202169
-
Global versus local methods in nonlinear dimensionality reduction
-
V. de Silva and J. B. Tenenbaum, "Global versus local methods in nonlinear dimensionality reduction," in Proc. Adv. Neural Inf. Process. Syst., 2002, pp. 705-712.
-
(2002)
Proc. Adv. Neural Inf. Process. Syst.
, pp. 705-712
-
-
De Silva, V.1
Tenenbaum, J.B.2
-
14
-
-
0002570938
-
Kernel principal component analysis
-
Cambridge, MA: MIT Press
-
B. Schölkopf, A. J. Smola, and K.-R. Müller, "Kernel principal component analysis," in Advances in Kernel Methods: Support Vector Learning. Cambridge, MA: MIT Press, 1999, pp. 327-352.
-
(1999)
Advances in Kernel Methods: Support Vector Learning
, pp. 327-352
-
-
Schölkopf, B.1
Smola, A.J.2
Müller, K.-R.3
-
15
-
-
0043278893
-
Laplacian eigenmaps and spectral techniques for embedding and clustering
-
Cambridge, MA: MIT Press
-
M. Belkin and P. Niyogi, "Laplacian eigenmaps and spectral techniques for embedding and clustering," in Advances in Neural Information Processing Systems, 14. Cambridge, MA: MIT Press, 2001, pp. 585-591.
-
(2001)
Advances in Neural Information Processing Systems
, vol.14
, pp. 585-591
-
-
Belkin, M.1
Niyogi, P.2
-
16
-
-
84898990205
-
Charting a manifold
-
S. T. S. Becker and K. Obermayer, Eds. Cambridge, MA: MIT Press
-
M. Brand, "Charting a manifold," in Advances in Neural Information Processing Systems, 15, S. T. S. Becker and K. Obermayer, Eds. Cambridge, MA: MIT Press, 2003, pp. 961-968.
-
(2003)
Advances in Neural Information Processing Systems
, vol.15
, pp. 961-968
-
-
Brand, M.1
-
17
-
-
84899021258
-
Manifold Parzen windows
-
Cambridge, MA: MIT Press
-
P. Vincent and Y. Bengio, "Manifold Parzen windows," in Advances in Neural Information Processing Systems 15. Cambridge, MA: MIT Press, 2003, pp. 825-832.
-
(2003)
Advances in Neural Information Processing Systems
, vol.15
, pp. 825-832
-
-
Vincent, P.1
Bengio, Y.2
-
18
-
-
0037948870
-
Hessian eigenmaps: Locally linear embedding techniques for high-dimensional data
-
DOI 10.1073/pnas.1031596100
-
D. Donoho and C. Grimes, "Hessian eigenmaps: Locally linear embedding techniques for high dimensional data," Proc. Nat. Acad. Sci., vol. 100, no. 10, pp. 5591-5596, May 2003. (Pubitemid 36576852)
-
(2003)
Proceedings of the National Academy of Sciences of the United States of America
, vol.100
, Issue.10
, pp. 5591-5596
-
-
Donoho, D.L.1
Grimes, C.2
-
19
-
-
84898947097
-
Non-local manifold tangent learning
-
L. K. Saul, Y. Weiss, and L. Bottou, Eds. Cambridge, MA: MIT Press
-
Y. Bengio and M. Monperrus, "Non-local manifold tangent learning," in Advances in Neural Information Processing Systems 17, L. K. Saul, Y. Weiss, and L. Bottou, Eds. Cambridge, MA: MIT Press, 2005, pp. 129-136.
-
(2005)
Advances in Neural Information Processing Systems
, vol.17
, pp. 129-136
-
-
Bengio, Y.1
Monperrus, M.2
-
20
-
-
78649400333
-
Maximum likelihood estimation of intrinsic dimension
-
L. K. Saul, Y. Weiss, and L. Bottou, Eds. Cambridge, MA: MIT Press
-
E. Levina and P. J. Bickel, "Maximum likelihood estimation of intrinsic dimension," in Advances in Neural Information Processing Systems 17, L. K. Saul, Y. Weiss, and L. Bottou, Eds. Cambridge, MA: MIT Press, 2005, pp. 777-784.
-
(2005)
Advances in Neural Information Processing Systems
, vol.17
, pp. 777-784
-
-
Levina, E.1
Bickel, P.J.2
-
21
-
-
33749423182
-
A domain decomposition method for fast manifold learning
-
Y. Weiss, B. Schölkopf, and J. Platt, Eds. Cambridge, MA: MIT Press
-
Z. Zhang and H. Zha, "A domain decomposition method for fast manifold learning," in Advances in Neural Information Processing Systems 18, Y. Weiss, B. Schölkopf, and J. Platt, Eds. Cambridge, MA: MIT Press, 2006.
-
(2006)
Advances in Neural Information Processing Systems
, vol.18
-
-
Zhang, Z.1
Zha, H.2
-
22
-
-
83855163194
-
Nonlinear dimensionality reduction by semidefinite programming and kernel matrix factorization
-
K. Q. Weinberger, B. D. Packer, and L. K. Saul, "Nonlinear dimensionality reduction by semidefinite programming and kernel matrix factorization," in Proc. 10th Int. Workshop Artif. Intell. Statist., 2005, pp. 381-388.
-
(2005)
Proc. 10th Int. Workshop Artif. Intell. Statist.
, pp. 381-388
-
-
Weinberger, K.Q.1
Packer, B.D.2
Saul, L.K.3
-
23
-
-
67349213567
-
Manifold-based learning and synthesis
-
Jun.
-
D. Huang, Z. Yi, and X. Pu, "Manifold-based learning and synthesis," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 39, no. 3, pp. 592-606, Jun. 2009.
-
(2009)
IEEE Trans. Syst.,Cybern. B
, vol.39
, Issue.3
, pp. 592-606
-
-
Huang, D.1
Yi, Z.2
Pu, X.3
-
24
-
-
28444473249
-
Supervised nonlinear dimensionality reduction for visualization and classification
-
DOI 10.1109/TSMCB.2005.850151
-
X. Geng, D.-C. Zhan, and Z.-H. Zhou, "Supervised nonlinear dimensionality reduction for visualization and classification," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 35, no. 6, pp. 1098-1107, Dec. 2005. (Pubitemid 41800411)
-
(2005)
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
, vol.35
, Issue.6
, pp. 1098-1107
-
-
Geng, X.1
Zhan, D.-C.2
Zhou, Z.-H.3
-
25
-
-
74049103739
-
Distance approximating dimension reduction of Riemannian manifolds
-
Feb.
-
C. Chen, J. Zhang, and R. Fleischer, "Distance approximating dimension reduction of Riemannian manifolds," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 40, no. 1, pp. 208-217, Feb. 2010.
-
(2010)
IEEE Trans. Syst., Man, Cybern. B, Cybern.
, vol.40
, Issue.1
, pp. 208-217
-
-
Chen, C.1
Zhang, J.2
Fleischer, R.3
-
26
-
-
49049085246
-
Nonlinear dimensionality reduction of data lying on the multicluster manifold
-
Aug.
-
D. Meng, Y. Leung, T. Fung, and Z. Xu, "Nonlinear dimensionality reduction of data lying on the multicluster manifold," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 38, no. 4, pp. 1111-1122, Aug. 2008.
-
(2008)
IEEE Trans. Syst., Man, Cybern. B, Cybern.
, vol.38
, Issue.4
, pp. 1111-1122
-
-
Meng, D.1
Leung, Y.2
Fung, T.3
Xu, Z.4
-
27
-
-
85162063032
-
Iterative non-linear dimensionality reduction with manifold sculpting
-
J. Platt, D. Koller, Y. Singer, and S. Roweis, Eds. Cambridge, MA: MIT Press
-
M. Gashler, D. Ventura, and T. Martinez, "Iterative non-linear dimensionality reduction with manifold sculpting," in Advances in Neural Information Processing Systems 20, J. Platt, D. Koller, Y. Singer, and S. Roweis, Eds. Cambridge, MA: MIT Press, 2008.
-
(2008)
Advances in Neural Information Processing Systems
, vol.20
-
-
Gashler, M.1
Ventura, D.2
Martinez, T.3
-
28
-
-
84982399198
-
A critical analysis of vector space model for information retrieval
-
Sep.
-
V. V. Raghavan and S. K. M. Wong, "A critical analysis of vector space model for information retrieval," J. Amer. Soc. Inf. Sci., vol. 37, no. 5, pp. 279-287, Sep. 1986.
-
(1986)
J. Amer. Soc. Inf. Sci.
, vol.37
, Issue.5
, pp. 279-287
-
-
Raghavan, V.V.1
Wong, S.K.M.2
-
29
-
-
84948481845
-
An algorithm for suffix stripping
-
M. Porter, "An algorithm for suffix stripping," Program, vol. 14, no. 3, pp. 130-137, 1980.
-
(1980)
Program
, vol.14
, Issue.3
, pp. 130-137
-
-
Porter, M.1
-
31
-
-
0033338339
-
Semi-supervised clustering using genetic algorithms
-
A. Demiriz, K. Bennett, and M. Embrechts, "Semi-supervised clustering using genetic algorithms," in Proc. Artif. Neural Netw. Eng., 1999, pp. 809-814. (Pubitemid 30523784)
-
(1999)
Intelligent Engineering Systems Through Artificial Neural Networks
, vol.9
, pp. 809-814
-
-
Demiriz Ayhan1
Bennett, K.P.2
Embrechts, M.J.3
-
32
-
-
81955165422
-
-
Dept. Comput. Sci. Eng., Michigan State Univ., East Lansing, MI, Tech. Rep. MSU-CSE-03-5. [Online]. Available: citeseer.ist.psu.edu/691968.html
-
M. H. C. Law, N. Zhang, and A. K. Jain, "Nonlinear manifold learning for data stream," Dept. Comput. Sci. Eng., Michigan State Univ., East Lansing, MI, Tech. Rep. MSU-CSE-03-5. [Online]. Available: citeseer.ist.psu.edu/ 691968.html
-
Nonlinear Manifold Learning for Data Stream
-
-
Law, M.H.C.1
Zhang, N.2
Jain, A.K.3
|