Quality of adaptation of fusion ViSOM

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4881 LNCS, Issue , 2007, Pages 728-738

  Baraque, Bruno ^a   Corchado, Emilio ^a   Yin, Hujun ^b  

^a UNIVERSITY OF BURGOS   (Spain)

^b UNIVERSITY OF MANCHESTER   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DATA STRUCTURES; MATHEMATICAL MODELS;

EUCLIDEAN DISTANCE; FUSION PROCESS; FUSION VISOM; VISOM ALGORITHM;

VISUALIZATION;

EID: 38449107014     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: None     Document Type: Conference Paper

References (15)

1. Kohonen, T., Lehtio, P., Rovamo, J., Hyvarinen, J., Bry, K., Vainio, L.: A Principle of Neural Associative Memory. Neuroscience 2, 1065-1076 (1977)
2. Kohonen, T.: The Self-Organizing Map. Neurocomputing 21, 1-6 (1998)
3. Yin, H.: Visom - a Novel Method for Multivariate Data Projection and Structure Visualization. IEEE Transactions on Neural Networks 13, 237-243 (2002)
4. Kuncheva, L.I.: Combining Pattern Classifiers: Methods and Algorithms, p. 471210781 (2004)
5. Ron, M., Gunnar, R.: An Introduction to Boosting and Leveraging. In: Mendelson, S., Smola, A.J. (eds.) Advanced Lectures on Machine Learning. LNCS (LNAI), vol. 2600, pp. 118-183. Springer, Heidelberg (2003)
6. Yin, H.: Data Visualisation and Manifold Mapping Using the Visom. Neural Networks 15, 1005-1016 (2002)
7. Pölzlbauer, G.: Survey and Comparison of Quality Measures for Self-Organizing Maps. In: WDA 2004. Fifth Workshop on Data Analysis, pp. 67-82. Elfa Academic Press (2004)
8. Lampinen, J., Oja, E.: Clustering Properties of Hierarchical Self-Organizing Maps. Artificial Neural Networks 2, 1219-1222 (1992)
9. Ruta, D., Gabrys, B.: A Theoretical Analysis of the Limits of Majority Voting Errors for Multiple Classifier Systems. Pattern Analysis and Applications 5, 333-350 (2002)
10. Petrakieva, L., Fyfe, C.: Bagging and Bumping Self Organising Maps. Computing and Information Systems (2003)
11. Baruque, B., Corchado, E., Yin, H.: Visom Ensembles for Visualization and Classification. In: Sandoval, F., Gonzalez Prieto, A., Cabestany, J., Grana, M. (eds.) IWANN 2007. LNCS, vol. 4507, Springer, Heidelberg (2007)
12. Breiman, L.: Bagging Predictors. Machine Learning 24, 123-140 (1996)
13. Saavedra, C., Salas, R., Moreno, S., Allende, H.: Fusion of Self Organizing Maps. In: Sandoval, F., Gonzalez Prieto, A., Cabestany, J., Grana, M. (eds.) IWANN 2007. LNCS, vol. 4507, pp. 227-234. Springer, Heidelberg (2007)
14. Georgakis, A., Li, H., Gordan, M.: An Ensemble of Som Networks for Document Organization and Retrieval. In: AKRR 2005. Int. Conf. on Adaptive Knowledge Representation and Reasoning, p. 6 (2005)
15. Newman, D.J., Hettich, S., Blake, C.L. and Merz, C.J.: Uci Repository of Machine Learning Databases. University of California, Irvine, Dept. of Information and Computer Sciences (1998), http://www.ics.uci.edu/~mlearn/ MLRepository.html