889 search results - page 4 / 178 » Probabilistic Neural Network Models for Sequential Data |
ADMA
2010
Springer
13 years 5 months ago
2010
Springer
MLMTA
2007
13 years 10 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...
NIPS
1998
13 years 10 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...
ICANN
2005
Springer
14 years 2 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...
HIS
2004
13 years 10 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...