319 search results - page 38 / 64 » Learning Equivalence Classes of Bayesian Network Structures |
140
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UAI
2008
15 years 1 months ago
2008
Numerous temporal inference tasks such as fault monitoring and anomaly detection exhibit a persistence property: for example, if something breaks, it stays broken until an interve...
ICA
2010
Springer
15 years 25 days ago
2010
Springer
Abstract. We discuss causal structure learning based on linear structural equation models. Conventional learning methods most often assume Gaussianity and create many indistinguish...
120
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ICML
2000
IEEE
16 years 17 days ago
2000
IEEE
We consider the problem of unsupervised classification of temporal sequences of facial expressions in video. This problem arises in the design of an adaptive visual agent, which m...
112
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EWCBR
2004
Springer
15 years 5 months ago
2004
Springer
The complexity of software systems makes design reuse a necessary task in the software development process. CASE tools can provide cognitive assistance in this task, helping the so...
108
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ECAI
2000
Springer
15 years 3 months ago
2000
Springer
Abstract. We are interested in the relationship between learning efficiency and representation in the case of supervised neural networks for pattern classification trained by conti...