716 search results - page 23 / 144 » Proactive Network Maintenance Using Machine Learning |
143
Voted
ICMLA
2009
15 years 1 months ago
2009
Abstract--Feature selection is an important challenge in machine learning. Unfortunately, most methods for automating feature selection are designed for supervised learning tasks a...
167
Voted
ICML
2005
IEEE
16 years 4 months ago
2005
IEEE
The use of Bayesian networks for classification problems has received significant recent attention. Although computationally efficient, the standard maximum likelihood learning me...
137
Voted
AIIA
2001
Springer
15 years 7 months ago
2001
Springer
We present new fingerprint classification algorithms based on two machine learning approaches: support vector machines (SVMs), and recursive neural networks (RNNs). RNNs are traine...
142
Voted
JMLR
2010
14 years 10 months ago
2010
We present a new approximate inference algorithm for Deep Boltzmann Machines (DBM's), a generative model with many layers of hidden variables. The algorithm learns a separate...
124
Voted
BMCBI
2010
15 years 3 months ago
2010
Background: A key challenge in systems biology is the reconstruction of an organism's metabolic network from its genome sequence. One strategy for addressing this problem is ...