889 search results - page 4 / 178 » Probabilistic Neural Network Models for Sequential Data |
145
Voted
ADMA
2010
Springer
14 years 11 months ago
2010
Springer
133
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MLMTA
2007
15 years 4 months ago
2007
- Clustering plays an indispensable role for data analysis. Many clustering algorithms have been developed. However, most of them suffer either poor performance of unsupervised lea...
121
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NIPS
1998
15 years 3 months ago
1998
We propose a novel strategy for training neural networks using sequential Monte Carlo algorithms. This global optimisation strategy allows us to learn the probability distribution...
114
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ICANN
2005
Springer
15 years 8 months ago
2005
Springer
Text categorization and retrieval tasks are often based on a good representation of textual data. Departing from the classical vector space model, several probabilistic models have...
133
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HIS
2004
15 years 3 months ago
2004
Many researchers have observed that neurons process information in an imprecise manner - if a logical inference emerges from neural computation, it is inexact at best. Thus, there...