-
1
-
-
34447330447
-
A k-mean clustering algorithm for mixed numeric and categorical data
-
A. Ahmad and L. Dey. A k-mean clustering algorithm for mixed numeric and categorical data. Data Knowl. Eng., 63 (2):503-527, 2007.
-
(2007)
Data Knowl. Eng
, vol.63
, Issue.2
, pp. 503-527
-
-
Ahmad, A.1
Dey, L.2
-
2
-
-
38149057321
-
Hierarchical density-based clustering of categorical data and a simplification
-
B. Andreopoulos, A. An, and X. Wang. Hierarchical density-based clustering of categorical data and a simplification. In PAKDD, pages 11-22, 2007.
-
(2007)
PAKDD
, pp. 11-22
-
-
Andreopoulos, B.1
An, A.2
Wang, X.3
-
3
-
-
60749137061
-
Self-organizing map, a probabilistic approach
-
Espoo, Finland June 4-6
-
F. Anouar, F. Badran, and S. Thiria. Self-organizing map, a probabilistic approach. In Proceedings of WSOM'97-Workshop on Self-Organizing Maps, Espoo, Finland June 4-6, pages 339-344, 1997.
-
(1997)
Proceedings of WSOM'97-Workshop on Self-Organizing Maps
, pp. 339-344
-
-
Anouar, F.1
Badran, F.2
Thiria, S.3
-
4
-
-
60749130767
-
-
A. Asuncion and D. Newman. UCI machine learning repository. http://www.ics.uci.edu/~mlearn/MLRepository.html, 2007.
-
A. Asuncion and D. Newman. UCI machine learning repository. http://www.ics.uci.edu/~mlearn/MLRepository.html, 2007.
-
-
-
-
5
-
-
0028509672
-
Multi-modular and hybrid connectionist approach for pattern recognition
-
Y. Bennani. Multi-modular and hybrid connectionist approach for pattern recognition. International Journal of Neural Systems, 5 (3):207-216, 1994.
-
(1994)
International Journal of Neural Systems
, vol.5
, Issue.3
, pp. 207-216
-
-
Bennani, Y.1
-
6
-
-
0347963789
-
Williams. GTM: The generative topographic mapping
-
C. M. Bishop, M. Svensén, and C. K. I.Williams. GTM: The generative topographic mapping. Neural Comput, 10 (1):215-234, 1998.
-
(1998)
Neural Comput
, vol.10
, Issue.1
, pp. 215-234
-
-
Bishop, C.M.1
Svensén, M.2
Williams, C.K.I.3
-
7
-
-
0037209490
-
Em procedures using mean field-like approximations for markov model-based image segmentation
-
G. Celeux, F. Forbes, and N. Payrard. Em procedures using mean field-like approximations for markov model-based image segmentation. Pattern Recognition, 1 (36): 131-144, 2003.
-
(2003)
Pattern Recognition
, vol.1
, Issue.36
, pp. 131-144
-
-
Celeux, G.1
Forbes, F.2
Payrard, N.3
-
8
-
-
0002629270
-
Maximum likelihood from incomplete data via the em algorithm
-
A. Dempster, N. Laird, and D. Rubin. Maximum likelihood from incomplete data via the em algorithm. Roy. Statist. Soc, 39 (1): 1-38, 1977.
-
(1977)
Roy. Statist. Soc
, vol.39
, Issue.1
, pp. 1-38
-
-
Dempster, A.1
Laird, N.2
Rubin, D.3
-
9
-
-
0035505614
-
The topographic organisation and visualisation of binary data using mutivariate-bernoulli latent variable models
-
M. Girolami. The topographic organisation and visualisation of binary data using mutivariate-bernoulli latent variable models. I.E.E.E Transactions on Neural Networks, 12 (6): 1367-1374, 2001.
-
(2001)
I.E.E.E Transactions on Neural Networks
, vol.12
, Issue.6
, pp. 1367-1374
-
-
Girolami, M.1
-
10
-
-
0344972928
-
Self-organizing maps: Generalizations and new optimization techniques
-
T. Graepel, M. Burger, and K. Obermayer. Self-organizing maps: generalizations and new optimization techniques. Neurocomputing, 21:173-190, 1998.
-
(1998)
Neurocomputing
, vol.21
, pp. 173-190
-
-
Graepel, T.1
Burger, M.2
Obermayer, K.3
-
11
-
-
0035506768
-
Self-organizing maps, vector quantization, and mixture modeling
-
T. Heskes. Self-organizing maps, vector quantization, and mixture modeling. IEEE Trans. Neural Networks, 12:1299-1305, 2001.
-
(2001)
IEEE Trans. Neural Networks
, vol.12
, pp. 1299-1305
-
-
Heskes, T.1
-
12
-
-
0033442289
-
Mixture model clustering using the multimix program
-
L. Hunt and M. Jorgensen. Mixture model clustering using the multimix program. Austral. & New Zealand J Statistics, 41 (2): 153-171, 1999.
-
(1999)
Austral. & New Zealand J Statistics
, vol.41
, Issue.2
, pp. 153-171
-
-
Hunt, L.1
Jorgensen, M.2
-
13
-
-
0004161991
-
-
Prentice-Hall, Inc, Upper Saddle River, NJ, USA
-
A. K. Jain and R. C. Dubes. Algorithms for clustering data. Prentice-Hall, Inc., Upper Saddle River, NJ, USA, 1988.
-
(1988)
Algorithms for clustering data
-
-
Jain, A.K.1
Dubes, R.C.2
-
14
-
-
33847320688
-
Speed-up for the expectation-maximization algorithm for clustering categorical data
-
April
-
F.-X. Jollois and M. Nadif. Speed-up for the expectation-maximization algorithm for clustering categorical data. Journal of Global Optimization, 37 (4): 513-525, April 2007.
-
(2007)
Journal of Global Optimization
, vol.37
, Issue.4
, pp. 513-525
-
-
Jollois, F.-X.1
Nadif, M.2
-
15
-
-
60749093040
-
-
M. Jorgensen and L. Hunt. Mixture model clustering of data sets with categorical and continuous variables. In E. D. L. D. K. B. K. J. J. O. W. Scientific, editor, Information, Statistics and Induction in Science ISIS 96, pages 375-384, Australia, 1996. MIT Press.
-
M. Jorgensen and L. Hunt. Mixture model clustering of data sets with categorical and continuous variables. In E. D. L. D. K. B. K. J. J. O. W. Scientific, editor, Information, Statistics and Induction in Science ISIS 96, pages 375-384, Australia, 1996. MIT Press.
-
-
-
-
16
-
-
0035421180
-
A combined latent class and trait model for the analysis and visualization of discrete data
-
A. Kaban and M. Girolami. A combined latent class and trait model for the analysis and visualization of discrete data. IEEE Trans. Pattern Anal. Much. Intell, 23:859-872, 2001.
-
(2001)
IEEE Trans. Pattern Anal. Much. Intell
, vol.23
, pp. 859-872
-
-
Kaban, A.1
Girolami, M.2
-
18
-
-
84887002643
-
Mixed topological map
-
M. Lebbah, A. Chazottes, F. Badran, and S. Thiria. Mixed topological map. In ESANN, pages 357-362, 2005.
-
(2005)
ESANN
, pp. 357-362
-
-
Lebbah, M.1
Chazottes, A.2
Badran, F.3
Thiria, S.4
-
19
-
-
51749089534
-
Besom : Bernoulli on self organizing map
-
Orlando, Florida, August 12-17
-
M. Lebbah, N. Rogovschi, and Y. Bennani. Besom : Bernoulli on self organizing map. In International Joint Conferences on Neural Networks. IJCNN 2007, Orlando, Florida, August 12-17, 2007.
-
(2007)
International Joint Conferences on Neural Networks. IJCNN 2007
-
-
Lebbah, M.1
Rogovschi, N.2
Bennani, Y.3
-
20
-
-
60749087030
-
Topological map for binary data
-
M. Lebbah, S. Thiria, and F. Badran. Topological map for binary data. In Proceedings European Symposium on Artificial Neural Networks-ESANN 2000, Bruges, April 26-27-28, pages 267-272, 2000.
-
(2000)
Proceedings European Symposium on Artificial Neural Networks-ESANN 2000, Bruges, April 26-27-28
, pp. 267-272
-
-
Lebbah, M.1
Thiria, S.2
Badran, F.3
-
21
-
-
0000439329
-
A bayesian analysis of self-organizing maps
-
S. P. Luttrel. A bayesian analysis of self-organizing maps. Neural Computing, 6:767-794, 1994.
-
(1994)
Neural Computing
, vol.6
, pp. 767-794
-
-
Luttrel, S.P.1
|