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NIPS
2001
14 years 11 days ago
Bayesian time series classification
This paper proposes an approach to classification of adjacent segments of a time series as being either of classes. We use a hierarchical model that consists of a feature extract...
Peter Sykacek, Stephen J. Roberts
BMCBI
2010
97views more  BMCBI 2010»
13 years 6 months ago
A semi-parametric Bayesian model for unsupervised differential co-expression analysis
Background: Differential co-expression analysis is an emerging strategy for characterizing disease related dysregulation of gene expression regulatory networks. Given pre-defined ...
Johannes M. Freudenberg, Siva Sivaganesan, Michael...
PADS
1999
ACM
14 years 3 months ago
Scheduling Critical Channels in Conservative Parallel Discrete Event Simulation
This paper introduces the Critical Channel Traversing (CCTJ algorithm, a new scheduling algorithm for both sequential and parallel discrete event simulation. CCT is a general cons...
Xiao Zhonge, Brian Unger, Rob Simmonds, John G. Cl...
WWW
2004
ACM
14 years 11 months ago
A method for modeling uncertainty in semantic web taxonomies
We present a method for representing and reasoning with uncertainty in RDF(S) and OWL ontologies based on Bayesian networks. Categories and Subject Descriptors: I.2.4 Artificial I...
Eero Hyvönen, Markus Holi
CIKM
2008
Springer
14 years 29 days ago
Generalized inverse document frequency
Inverse document frequency (IDF) is one of the most useful and widely used concepts in information retrieval. There have been various attempts to provide theoretical justification...
Donald Metzler