467 search results - page 49 / 94 » Learning Mixtures of DAG Models |
120
Voted
NIPS
2004
15 years 5 months ago
2004
While clustering is usually an unsupervised operation, there are circumstances in which we believe (with varying degrees of certainty) that items A and B should be assigned to the...
127
Voted
ICPR
2002
IEEE
16 years 4 months ago
2002
IEEE
In this paper, we propose a new context-sensitive Bayesian learning algorithm. By modeling the distributions of data locations by a mixture of Gaussians, the new algorithm can uti...
141
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MLDM
2007
Springer
15 years 9 months ago
2007
Springer
In this paper we propose a new criterion, based on Minimum Description Length (MDL), to estimate an optimal number of clusters. This criterion, called Kernel MDL (KMDL), is particu...
130
Voted
ICASSP
2009
IEEE
15 years 10 months ago
2009
IEEE
We present a framework for audio background modeling of complex and unstructured audio environments. The determination of background audio is important for understanding and predi...
144
Voted
ATAL
2006
Springer
15 years 7 months ago
2006
Springer
We present a method for learning a human understandable, executable model of an agent's behavior using observations of its interaction with the environment. By executable we ...