254
Voted
ICANN
15 years 12 months ago
2009 Springer 
Kernel density estimation (KDE) has been used in many computational intelligence and computer vision applications. In this paper we propose a Bayesian estimation method for findin...
198
Voted
ICANN
15 years 12 months ago
2009 Springer 
Abstract. Many applications of machine learning involve sparse highdimensional data, where the number of input features is (much) larger than the number of data samples, d n. Predi...
213
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ICANN
16 years 1 months ago
2009 Springer
Abstract. Estimating the degree of similarity between images is a challenging task as the similarity always depends on the context. Because of this context dependency, it seems qui...
155
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ICANN
16 years 1 months ago
2009 Springer
Backpropagation of errors is not only hard to justify from biological perspective but also it fails to solve problems requiring complex logic. A simpler algorithm based on generati...
173
Voted
ICANN
16 years 1 months ago
2009 Springer
Abstract. Both symbolic knowledge representation systems and artificial neural networks play a significant role in Artificial Intelligence. A recent trend in the field aims at ...
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Neural Networks