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UAI
2004
13 years 8 months ago
Dependent Dirichlet Priors and Optimal Linear Estimators for Belief Net Parameters
A Bayesian belief network is a model of a joint distribution over a finite set of variables, with a DAG structure representing immediate dependencies among the variables. For each...
Peter Hooper
ICDCSW
2002
IEEE
14 years 13 days ago
Taxonomy of Distributed Event-Based Programming Systems
Event-based middleware is currently being applied for application component integration in a range of application domains. As a result, a variety of event services have been propo...
René Meier, Vinny Cahill
ICMCS
2007
IEEE
111views Multimedia» more  ICMCS 2007»
14 years 1 months ago
Multi-Pitch Estimation Based on Partial Event and Support Transfer
This paper proposes a method for the multi-pitch estimation of polyphonic music signals. Instead of on the frame level, the estimation is based on the Partial Event, which is deļ¬...
Zhiyao Duan, Dan Zhang, Changshui Zhang, Zhenwei S...
APAL
2008
92views more  APAL 2008»
13 years 7 months ago
The complexity of random ordered structures
We show that for random bit strings, Up(n), with probability, p = 1 2 , the firstorder quantifier depth D(Up(n)) needed to distinguish non-isomorphic structures is (lg lg n), with...
Joel H. Spencer, Katherine St. John
BMCBI
2010
150views more  BMCBI 2010»
13 years 7 months ago
Automatic structure classification of small proteins using random forest
Background: Random forest, an ensemble based supervised machine learning algorithm, is used to predict the SCOP structural classification for a target structure, based on the simi...
Pooja Jain, Jonathan D. Hirst