496 search results - page 55 / 100 » Semi-Supervised Learning of Mixture Models |
123
click to vote
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...
137
click to vote
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...
126
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...
143
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 ...
140
click to vote
ICPR
2006
IEEE
16 years 4 months ago
2006
IEEE
It is possible to broadly characterize two approaches to probabilistic modeling in terms of generative and discriminative methods. Provided with sufficient training data the discr...