5065 search results - page 232 / 1013 » Neural networks: Algorithms and applications |
198
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IJCNN
2006
IEEE
16 years 1 months ago
2006
IEEE
— The optimization of classification systems is often confronted by the solution over-fit problem. Solution over-fit occurs when the optimized classifier memorizes the traini...
210
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IJCNN
2006
IEEE
16 years 1 months ago
2006
IEEE
— Support Vector Machine has been well received in machine learning community with its theoretical as well as practical value. However, since its training time complexity is cubi...
193
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ICANN
2009
Springer
15 years 11 months ago
2009
Springer
This paper proposes a clustering method SOMAK, which is composed by Self-Organizing Maps (SOM) followed by the Ant K-means (AK) algorithm. The aim of this method is not to find an...
162
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IWANN
2001
Springer
15 years 11 months ago
2001
Springer
Abstract. In this paper we address the problem of blind source extraction of a subset of “interesting” independent sources from a linear convolutive or instantaneous mixture. T...
188
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IWANN
1999
Springer
15 years 11 months ago
1999
Springer
Recently, a real-time clustering microchip based on the ART1 algorithm has been reported. That chip was able to classify 100-bit input patterns into up to 18 categories. However, i...