-
1
-
-
0027228824
-
-
E. Agrell, A method for examining vector quantizer structures, in: Proceedings of IEEE International Symposium on Information Theory, 1993, p. 394.
-
E. Agrell, A method for examining vector quantizer structures, in: Proceedings of IEEE International Symposium on Information Theory, 1993, p. 394.
-
-
-
-
3
-
-
40649101705
-
Learning topology with the generative Gaussian graph and the em algorithm
-
Weiss Y., Schölkopf B., and Platt J. (Eds), MIT Press, Cambridge, MA
-
Aupetit M. Learning topology with the generative Gaussian graph and the em algorithm. In: Weiss Y., Schölkopf B., and Platt J. (Eds). Advances in Neural Information Processing Systems vol. 18 (2006), MIT Press, Cambridge, MA 83-90
-
(2006)
Advances in Neural Information Processing Systems
, vol.18
, pp. 83-90
-
-
Aupetit, M.1
-
4
-
-
33847360579
-
Visualizing distortions and recovering topology in continuous projection techniques
-
Aupetit M. Visualizing distortions and recovering topology in continuous projection techniques. Neurocomputing 70 (2007) 1304-1330
-
(2007)
Neurocomputing
, vol.70
, pp. 1304-1330
-
-
Aupetit, M.1
-
5
-
-
12144251726
-
High-dimensional labeled data analysis with topology representing graphs
-
Aupetit M., and Catz T. High-dimensional labeled data analysis with topology representing graphs. Neurocomputing 63 (2005) 139-169
-
(2005)
Neurocomputing
, vol.63
, pp. 139-169
-
-
Aupetit, M.1
Catz, T.2
-
7
-
-
33750729556
-
Manifold regularization: a geometric framework for learning from examples
-
Belkin M., Niyogi P., and Sindhwani V. Manifold regularization: a geometric framework for learning from examples. J. Mach. Learn. Res. 7 (2006) 2399-2434
-
(2006)
J. Mach. Learn. Res.
, vol.7
, pp. 2399-2434
-
-
Belkin, M.1
Niyogi, P.2
Sindhwani, V.3
-
8
-
-
0344110441
-
Developments of the generative topographic mapping
-
Bishop C., Svensén M., and Williams C. Developments of the generative topographic mapping. Neurocomputing 21 (1998) 203-224
-
(1998)
Neurocomputing
, vol.21
, pp. 203-224
-
-
Bishop, C.1
Svensén, M.2
Williams, C.3
-
10
-
-
0002558783
-
On the convergence of the EM algorithm
-
Boyles R. On the convergence of the EM algorithm. J. R. Stat. Soc. Ser. B 45 (1983) 47-50
-
(1983)
J. R. Stat. Soc. Ser. B
, vol.45
, pp. 47-50
-
-
Boyles, R.1
-
11
-
-
84937549955
-
The scree test for the number of factors
-
Cattell R. The scree test for the number of factors. Multivar. Behav. Res. 1 (1966) 245-276
-
(1966)
Multivar. Behav. Res.
, vol.1
, pp. 245-276
-
-
Cattell, R.1
-
12
-
-
0041347559
-
-
M.C. Ferreira de Oliveira, H. Levkowitz, From visual data exploration to visual data mining: a survey, IEEE Trans. Visualization Comput. Graphics 9 (2003) 378-394.
-
M.C. Ferreira de Oliveira, H. Levkowitz, From visual data exploration to visual data mining: a survey, IEEE Trans. Visualization Comput. Graphics 9 (2003) 378-394.
-
-
-
-
13
-
-
85122490254
-
Topological estimation using witness complexes
-
Alexa M., and Rusinkiewicz S. (Eds)
-
de Silva V., and Carlsson G. Topological estimation using witness complexes. In: Alexa M., and Rusinkiewicz S. (Eds). Eurographics Symposium on Point-Based Graphics (2004) 157-166
-
(2004)
Eurographics Symposium on Point-Based Graphics
, pp. 157-166
-
-
de Silva, V.1
Carlsson, G.2
-
14
-
-
84899009769
-
Global versus local methods in nonlinear dimensionality reduction
-
Becker S.T.S., and Obermayer K. (Eds), MIT Press, Cambridge, MA
-
de Silva V., and Tenenbaum J.B. Global versus local methods in nonlinear dimensionality reduction. In: Becker S.T.S., and Obermayer K. (Eds). Advances in Neural Information Processing Systems vol. 15 (2003), MIT Press, Cambridge, MA 705-712
-
(2003)
Advances in Neural Information Processing Systems
, vol.15
, pp. 705-712
-
-
de Silva, V.1
Tenenbaum, J.B.2
-
15
-
-
0002629270
-
Maximum likelihood from incomplete data via the em algorithm
-
Dempster A., Laird N., and Rubin D. Maximum likelihood from incomplete data via the em algorithm. J. R. Stat. Soc. Ser. B 39 1 (1977) 1-38
-
(1977)
J. R. Stat. Soc. Ser. B
, vol.39
, Issue.1
, pp. 1-38
-
-
Dempster, A.1
Laird, N.2
Rubin, D.3
-
16
-
-
0037191702
-
Class visualization of high-dimensional data with applications
-
Dhillon I., Modha D., and Spangler W. Class visualization of high-dimensional data with applications. Comput. Stat. Data Anal. 41 1 (2002) 59-90
-
(2002)
Comput. Stat. Data Anal.
, vol.41
, Issue.1
, pp. 59-90
-
-
Dhillon, I.1
Modha, D.2
Spangler, W.3
-
18
-
-
0037818076
-
Application of topology representing networks to the estimation of the intrinsic dimensionality of data
-
Frisone F., Firenze F., Morasso P., and Ricciardiello L. Application of topology representing networks to the estimation of the intrinsic dimensionality of data. Proceedings of the ICANN'95 vol. 1 (1995) 323-327
-
(1995)
Proceedings of the ICANN'95
, vol.1
, pp. 323-327
-
-
Frisone, F.1
Firenze, F.2
Morasso, P.3
Ricciardiello, L.4
-
19
-
-
85199993440
-
Discriminant analysis by Gaussian mixtures
-
Hastie T., and Tibshirani R. Discriminant analysis by Gaussian mixtures. J. R. Stat. Soc. Ser. B 58 (1996) 158-176
-
(1996)
J. R. Stat. Soc. Ser. B
, vol.58
, pp. 158-176
-
-
Hastie, T.1
Tibshirani, R.2
-
20
-
-
0030736375
-
Curvilinear component analysis: a self-organizing neural network for nonlinear mapping of data sets
-
Hérault J., Jausions-Picaud C., and Guérin-Dugué A. Curvilinear component analysis: a self-organizing neural network for nonlinear mapping of data sets. IEEE Trans. Neural Networks 8 (1997) 625-634
-
(1997)
IEEE Trans. Neural Networks
, vol.8
, pp. 625-634
-
-
Hérault, J.1
Jausions-Picaud, C.2
Guérin-Dugué, A.3
-
21
-
-
40649117230
-
Visual nonlinear discriminant analysis for classifier design
-
d-side, Bruges, Belgium
-
Iwata T., Saito K., and Ueda N. Visual nonlinear discriminant analysis for classifier design. Proceedings of the European Symposium on Artificial Neural Networks (2006), d-side, Bruges, Belgium
-
(2006)
Proceedings of the European Symposium on Artificial Neural Networks
-
-
Iwata, T.1
Saito, K.2
Ueda, N.3
-
22
-
-
0002954754
-
Consistent estimation of the order of mixture
-
Keribin C. Consistent estimation of the order of mixture. Sankhya 62 (2000) 49-66
-
(2000)
Sankhya
, vol.62
, pp. 49-66
-
-
Keribin, C.1
-
23
-
-
84864851205
-
Improving classification by removing or relabeling mislabeled instances
-
Springer, London, UK
-
Lallich S., Muhlenbach F., and Zighed D. Improving classification by removing or relabeling mislabeled instances. Proceedings of the 13th International Symposium on Foundations of Intelligent Systems (2002), Springer, London, UK
-
(2002)
Proceedings of the 13th International Symposium on Foundations of Intelligent Systems
-
-
Lallich, S.1
Muhlenbach, F.2
Zighed, D.3
-
24
-
-
0037818078
-
Curvilinear distance analysis versus isomap
-
d-side, Bruges, Belgium
-
Lee J., Lendasse A., and Verleysen M. Curvilinear distance analysis versus isomap. Proceedings of the European Symposium on Artificial Neural Networks (2002), d-side, Bruges, Belgium
-
(2002)
Proceedings of the European Symposium on Artificial Neural Networks
-
-
Lee, J.1
Lendasse, A.2
Verleysen, M.3
-
25
-
-
0028204732
-
Topology representing networks
-
Martinetz T., and Schulten K. Topology representing networks. Neural Networks 7 (1994) 507-522
-
(1994)
Neural Networks
, vol.7
, pp. 507-522
-
-
Martinetz, T.1
Schulten, K.2
-
27
-
-
0036643059
-
Decision region connectivity analysis: a method for analyzing high-dimensional classifiers
-
Melnik O. Decision region connectivity analysis: a method for analyzing high-dimensional classifiers. Mach. Learn. 48 1 (2002) 321-351
-
(2002)
Mach. Learn.
, vol.48
, Issue.1
, pp. 321-351
-
-
Melnik, O.1
-
28
-
-
84898980291
-
-
Mozer M., Jordan M., and Petsche T. (Eds), MIT Press, Cambridge, MA
-
Miller D., and Uyar S. In: Mozer M., Jordan M., and Petsche T. (Eds). A Mixture of Experts Classifier with Learning Based on Both Labelled and Unlabelled data vol. 9 (1997), MIT Press, Cambridge, MA 571-577
-
(1997)
A Mixture of Experts Classifier with Learning Based on Both Labelled and Unlabelled data
, vol.9
, pp. 571-577
-
-
Miller, D.1
Uyar, S.2
-
30
-
-
40649098909
-
-
D. Newman, S. Hettich, C. Blake, C. Merz, UCI repository of machine learning databases, 1998.
-
D. Newman, S. Hettich, C. Blake, C. Merz, UCI repository of machine learning databases, 1998.
-
-
-
-
31
-
-
40649121111
-
-
P. Niyogi, S. Smale, S. Weinberger, Finding the homology of submanifolds with high confidence from random samples, Discrete Comput. Geometry, Online article available at: http://www.springerlink.com/content/g716761480425781.
-
P. Niyogi, S. Smale, S. Weinberger, Finding the homology of submanifolds with high confidence from random samples, Discrete Comput. Geometry, Online article available at: http://www.springerlink.com/content/g716761480425781.
-
-
-
-
33
-
-
21744460005
-
Practical Bayesian density estimation using mixtures of normals
-
Roeder K., and Wasserman L. Practical Bayesian density estimation using mixtures of normals. J. Am. Stat. Assoc. 92 439 (1997) 894-902
-
(1997)
J. Am. Stat. Assoc.
, vol.92
, Issue.439
, pp. 894-902
-
-
Roeder, K.1
Wasserman, L.2
-
34
-
-
0000120766
-
Estimating the dimension of a model
-
Schwartz G. Estimating the dimension of a model. Ann. Stat. 6 (1978) 461-464
-
(1978)
Ann. Stat.
, vol.6
, pp. 461-464
-
-
Schwartz, G.1
-
35
-
-
33846255123
-
Principal curves revisited
-
Tibshirani R. Principal curves revisited. Stat. Comput. 2 (1992) 183-190
-
(1992)
Stat. Comput.
, vol.2
, pp. 183-190
-
-
Tibshirani, R.1
-
36
-
-
38249014219
-
The gamma-neighborhood graph
-
Veltkamp R. The gamma-neighborhood graph. Comput. Geometry 1 (1991) 227-246
-
(1991)
Comput. Geometry
, vol.1
, pp. 227-246
-
-
Veltkamp, R.1
|