1340 search results - page 74 / 268 » Structure learning of Bayesian networks using constraints |
152
click to vote
ICMCS
2005
IEEE
15 years 9 months ago
2005
IEEE
In this work we present a novel multi-modal mixed-state dynamic Bayesian network (DBN) for robust meeting event classification. The model uses information from lapel microphones,...
134
click to vote
TIT
2008
15 years 3 months ago
2008
The problem of distributed Bayesian estimation is considered in the context of a wireless sensor network. The Bayesian estimation performance is analyzed in terms of the expected F...
141
click to vote
ISNN
2005
Springer
15 years 9 months ago
2005
Springer
Abstract. This paper proposes a novel algorithm based on informax for postnonlinear blind source separation. The demixing system culminates to a neural network with sandwiched stru...
143
click to vote
CORR
2010
Springer
15 years 2 months ago
2010
Springer
Abstract—This paper studies the problem of distributed computation over a network of wireless sensors. While this problem applies to many emerging applications, to keep our discu...
125
click to vote
ICML
2004
IEEE
16 years 4 months ago
2004
IEEE
We present an algorithmic framework for supervised classification learning where the set of labels is organized in a predefined hierarchical structure. This structure is encoded b...