143
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ICANN
15 years 5 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...
92
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ICANN
15 years 5 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...
104
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ICANN
15 years 7 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...
69
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ICANN
15 years 7 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...
85
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ICANN
15 years 7 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