1102 search results - page 45 / 221 » Clustering of Self-Organizing Map |
202
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NECO
1998
15 years 5 months ago
1998
Latent variable models represent the probability density of data in a space of several dimensions in terms of a smaller number of latent, or hidden, variables. A familiar example ...
145
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GECCO
2009
Springer
15 years 12 months ago
2009
Springer
In this paper, we study instances of complex neural networks, i.e. neural networks with complex topologies. We use Self-Organizing Map neural networks whose neighborhood relations...
145
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IJCNN
2007
IEEE
15 years 11 months ago
2007
IEEE
Abstract— In this paper, we present a weighted Linde-BuzoGray algorithm (WLBG) as a powerful and efficient technique for compressing neural spike data. We compare this technique...
134
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IWIA
2006
IEEE
15 years 11 months ago
2006
IEEE
We present POSEIDON, a new anomaly-based network intrusion detection system. POSEIDON is payload-based, and has a two-tier architecture: the first stage consists of a Self-Organi...
120
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ESANN
2007
15 years 6 months ago
2007
In this paper, a new method for the determination of missing values in temporal databases is presented. This new method is based on two projection methods: a nonlinear one (Self-Or...