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CORR
2007
Springer
132views Education» more  CORR 2007»
13 years 4 months ago
Fast Algorithm and Implementation of Dissimilarity Self-Organizing Maps
In many real-world applications, data cannot be accurately represented by vectors. In those situations, one possible solution is to rely on dissimilarity measures that enable a se...
Brieuc Conan-Guez, Fabrice Rossi, Aïcha El Go...
DMIN
2006
164views Data Mining» more  DMIN 2006»
13 years 6 months ago
Random Forest and PCA for Self-Organizing Maps based Automatic Music Genre Discrimination
Digital music distribution industry has seen a tremendous growth in resent years. Tasks such us automatic music genre discrimination address new and exciting research challenges. A...
Xin Jin, Rongfang Bie
ICAS
2006
IEEE
171views Robotics» more  ICAS 2006»
13 years 11 months ago
Adaptive Approach to Information Dissemination in Self-Organizing Grids
The size, complexity, heterogeneity, and dynamism of largescale computational grids make autonomic grid services and solutions necessary. In particular, grid schedulers must map a...
Deger Cenk Erdil, Michael J. Lewis, Nael B. Abu-Gh...
NN
2006
Springer
100views Neural Networks» more  NN 2006»
13 years 4 months ago
Adaptive filtering with the self-organizing map: A performance comparison
Guilherme De A. Barreto, Luís Gustavo M. So...
DATAMINE
2010
120views more  DATAMINE 2010»
13 years 5 months ago
A weighted voting summarization of SOM ensembles
Abstract Weighted Voting Superposition (WeVoS) is a novel summarization algorithm for the results of an ensemble of Self-Organizing Maps. Its principal aim is to achieve the lowest...
Bruno Baruque, Emilio Corchado