409 search results - page 26 / 82 » Representation of Functional Data in Neural Networks |
82
Voted
ANNPR
2006
Springer
15 years 1 months ago
2006
Springer
Abstract. Hierarchical neural networks show many benefits when employed for classification problems even when only simple methods analogous to decision trees are used to retrieve t...
94
Voted
ISNN
2005
Springer
15 years 3 months ago
2005
Springer
Current Intrusion Detection Systems (IDS) examine all data features to detect intrusion or misuse patterns. Some of the features may be redundant or contribute little (if anything)...
ICCV
2009
IEEE
14 years 8 months ago
2009
IEEE
The use of Mercer kernel methods in statistical learning theory provides for strong learning capabilities, as seen in kernel principal component analysis and support vector machin...
117
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NIPS
2007
14 years 11 months ago
2007
In online handwriting recognition the trajectory of the pen is recorded during writing. Although the trajectory provides a compact and complete representation of the written outpu...
125
Voted
ICASSP
2011
IEEE
14 years 1 months ago
2011
IEEE
This paper introduces a new neural network language model (NNLM) based on word clustering to structure the output vocabulary: Structured Output Layer NNLM. This model is able to h...