SCOPUS 정보 검색 플랫폼

Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)

Volumn 2837, Issue , 2003, Pages 265-276

Evaluation of topographic clustering and its kernelization

(3) Lesot, Marie Jeanne a D'Alché Buc, Florence a Siolas, Georges a

a UNIVERSITÉ PIERRE ET MARIE CURIE (France)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CONSTRAINT THEORY; INFORMATION ANALYSIS; SELF ORGANIZING MAPS; SET THEORY; SOCIETIES AND INSTITUTIONS; ARTIFICIAL INTELLIGENCE; CONFORMAL MAPPING; LEARNING SYSTEMS;

DATASETS; KERNEL-BASED VERSION; KERNELIZATION; TOPOGRAPHIC CLUSTERING; COMPACITY; CONSTRAINED CLUSTERING; F MEASURE; ITS EVALUATION; MODEL SELECTION; QUALITY MEASURES; UNIFIED FRAMEWORK;

PROBLEM SOLVING; CLUSTERING ALGORITHMS;

EID: 9444257009 PISSN: 03029743 EISSN: None Source Type: Conference Proceeding
DOI: 10.1007/978-3-540-39857-8_25 Document Type: Conference Paper

Times cited : (3)

References (19)

1
- 0019991550
- Analysis of a simple self-organizing process
- Kohonen, T.: Analysis of a simple self-organizing process. Biol. Cybern. 44 (1982) 135-140
- (1982) Biol. Cybern. , vol.44 , pp. 135-140
- Kohonen, T.¹

2
- 0003410791
- Springer
- Kohonen, T.: Self Organizing Maps. Springer (2001)
- (2001) Self Organizing Maps
- Kohonen, T.¹

3
- 0004217877
- Butterworth, London
- Van Rijsbergen, C.J.: Information Retrieval. Butterworth, London (1979)
- (1979) Information Retrieval
- Van Rijsbergen, C.J.¹

4
- 0002059002
- Energy functions for self organizing maps
- Oya, S., Kaski, E., eds. Elsevier, Amsterdam
- Heskes, T.: Energy functions for self organizing maps. In Oya, S., Kaski, E., eds.: Kohonen Maps. Elsevier, Amsterdam (1999) 303-316
- (1999) Kohonen Maps , pp. 303-316
- Heskes, T.¹

5
- 0347963789
- GTM: The generative topographic mapping
- Bishop, C., Svensén, M., Williams, C: GTM: The generative topographic mapping. Neural Computation 10 (1998) 215-234
- (1998) Neural Computation , vol.10 , pp. 215-234
- Bishop, C.¹ Svensén, M.² Williams, C.³

6
- 0000787409
- Phase transitions in stochastic self-organizing maps
- Graepel, T., Burger, M., Obermayer, K.: Phase transitions in stochastic self-organizing maps. Physical Review E 56 (1997) 3876-3890
- (1997) Physical Review E , vol.56 , pp. 3876-3890
- Graepel, T.¹ Burger, M.² Obermayer, K.³

7
- 0000439329
- A Bayesian analysis of self-organizing maps
- Luttrell, S.: A Bayesian analysis of self-organizing maps. Neural Computation 6 (1994) 767-794
- (1994) Neural Computation , vol.6 , pp. 767-794
- Luttrell, S.¹

8
- 0005023590
- Hyperparameter selection for self organizing maps
- Utsugi, A.: Hyperparameter selection for self organizing maps. Neural Computation 9 (1997) 623-635
- (1997) Neural Computation , vol.9 , pp. 623-635
- Utsugi, A.¹

9
- 0035506768
- Self-organizing maps, vector quantization, and mixture modeling
- Heskes, T.: Self-organizing maps, vector quantization, and mixture modeling. IEEE TNN 12 (2001) 1299-1305
- (2001) IEEE TNN , vol.12 , pp. 1299-1305
- Heskes, T.¹

10
- 0005726240
- Fuzzy topographic kernel clustering
- W. Brauer
- Graepel, T., Obermayer, K.: Fuzzy topographic kernel clustering. In: Proc. of the 5th GI Workshop Fuzzy Neuro Systems, W. Brauer (1998) 90-97
- (1998) Proc. of the 5th GI Workshop Fuzzy Neuro Systems , pp. 90-97
- Graepel, T.¹ Obermayer, K.²

11
- 0032023174
- A new cluster validity index for the fuzzy c-means
- Rezaee, M., Lelieveldt, B., Reiber, J.: A new cluster validity index for the fuzzy c-means. Pattern Recognition Letters 19 (1998) 237-246
- (1998) Pattern Recognition Letters , vol.19 , pp. 237-246
- Rezaee, M.¹ Lelieveldt, B.² Reiber, J.³

12
- 0002098719
- Etude d'un processus d'auto-organisation
- Cottrell, M., Fort, J.: Etude d'un processus d'auto-organisation. Annales de l'Institut Poincaré 23 (1987) 1-20
- (1987) Annales de l'Institut Poincaré , vol.23 , pp. 1-20
- Cottrell, M.¹ Fort, J.²

13
- 0344469000
- A geometric organization measure for Kohonen's map
- Zrehen, S., Blayo, F.: A geometric organization measure for Kohonen's map. In: Proc. of Neuro-Nîmes. (1992) 603-610
- (1992) Proc. of Neuro-nîmes , pp. 603-610
- Zrehen, S.¹ Blayo, F.²

14
- 0029727599
- Topology preservation in self organizing maps
- IEEE Neural Networks Council
- Kiviluoto, K.: Topology preservation in Self Organizing Maps. In: Proc. of Int. Conf. on Neural Networks. Volume 1., IEEE Neural Networks Council (1996) 294-299
- (1996) Proc. of Int. Conf. on Neural Networks , vol.1 , pp. 294-299
- Kiviluoto, K.¹

15
- 84902156599
- Comparing self-organizing maps
- Kaski, S., Lagus, K.: Comparing self-organizing maps. In: Proc. of ICANN. (1996) 809-814
- (1996) Proc. of ICANN , pp. 809-814
- Kaski, S.¹ Lagus, K.²

16
- 0344037926
- Organization measures for self-organizing maps
- HUT
- Polani, D., Gutenberg, J.: Organization measures for self-organizing maps. In: Proc. of the Workshop on Self-Organizing Maps, HUT (1997) 280-285
- (1997) Proc. of the Workshop on Self-organizing Maps , pp. 280-285
- Polani, D.¹ Gutenberg, J.²

17
- 0026898892
- Quantifying the neighborhood preservation of self-organizing feature maps
- Bauer, H., Pawelzik, K.: Quantifying the neighborhood preservation of self-organizing feature maps. IEEE TNN 3 (1992) 570-579
- (1992) IEEE TNN , vol.3 , pp. 570-579
- Bauer, H.¹ Pawelzik, K.²

18
- 0013426686
- On the use of self organizing maps for clustering and visualization
- Flexer, A.: On the use of self organizing maps for clustering and visualization. Intelligent Data Analysis 5 (2001) 373-384
- (2001) Intelligent Data Analysis , vol.5 , pp. 373-384
- Flexer, A.¹

19
- 84902126155
- Mixtures of probabilistic PCAs and Fisher kernels for word and document modeling
- Siolas, G., d'Alché Buc, F.: Mixtures of probabilistic PCAs and Fisher kernels for word and document modeling. In: Proc. of ICANN. (2002) 769-776
- (2002) Proc. of ICANN , pp. 769-776
- Siolas, G.¹ D'Alché Buc, F.²

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