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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...

Adrian G. Bors, Nikolaos Nasios

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143

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IWANN
2009
Springer

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Automatic Generation of Biped Walk Behavior Using Genetic Algorithms

15 years 10 months ago

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Controlling a biped robot with several degrees of freedom is a challenging task that takes the attention of several researchers in the ﬁelds of biology, physics, electronics, com...

Hugo Picado, Marcos Gestal, Nuno Lau, Luís ...

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166

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ISNN
2009
Springer

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Nonlinear Component Analysis for Large-Scale Data Set Using Fixed-Point Algorithm

15 years 10 months ago

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Abstract. Nonlinear component analysis is a popular nonlinear feature extraction method. It generally uses eigen-decomposition technique to extract the principal components. But th...

Weiya Shi, Yue-Fei Guo

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141

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ICANN
2009
Springer

203views Neural Networks» more ICANN 2009»

Empirical Study of the Universum SVM Learning for High-Dimensional Data

15 years 8 months ago

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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...

Vladimir Cherkassky, Wuyang Dai

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Artificial Intelligence