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EMO
2003
Springer
98views Optimization» more  EMO 2003»
10 years 3 months ago
Visualization and Data Mining of Pareto Solutions Using Self-Organizing Map
Self-Organizing Maps (SOMs) have been used to visualize tradeoffs of Pareto solutions in the objective function space for engineering design obtained by Evolutionary Computation. F...
Shigeru Obayashi, Daisuke Sasaki
ESANN
2006
9 years 12 months ago
Data topology visualization for the Self-Organizing Map
The Self-Organizing map (SOM), a powerful method for data mining and cluster extraction, is very useful for processing data of high dimensionality and complexity. Visualization met...
Kadim Tasdemir, Erzsébet Merényi
INFORMATICALT
2011
126views more  INFORMATICALT 2011»
9 years 5 months ago
Quality of Quantization and Visualization of Vectors Obtained by Neural Gas and Self-Organizing Map
Abstract. In this paper, the quality of quantization and visualization of vectors, obtained by vector quantization methods (self-organizing map and neural gas), is investigated. A ...
Olga Kurasova, Alma Molyte
AIC
2015
7views more  AIC 2015»
4 years 6 months ago
Developing Initial State Fuzzy Cognitive Maps with Self-Organizing Maps
Abstract. Using soft computing methods, the authors collect and process relevant user-generated information from the web. Through the use of self-organizing maps, fuzzy cognitive m...
Marcel Wehrle, Edy Portmann, Alexander Denzler, An...
IJCNN
2006
IEEE
10 years 4 months ago
Bimodal Integration of Phonemes and Letters: an Application of Multimodal Self-Organizing Networks
— Multimodal integration of sensory information has clear advantages for survival: events that can be sensed in more than one modality are detected more quickly and accurately, a...
Lennart Gustafsson, Andrew P. Paplinski
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