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» Using Random Forests in the Structured Language Model
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PPSN
2004
Springer
14 years 2 months ago
A Primer on the Evolution of Equivalence Classes of Bayesian-Network Structures
Bayesian networks (BN) constitute a useful tool to model the joint distribution of a set of random variables of interest. To deal with the problem of learning sensible BN models fr...
Jorge Muruzábal, Carlos Cotta
CMSB
2006
Springer
14 years 12 days ago
Randomization and Feedback Properties of Directed Graphs Inspired by Gene Networks
Having in mind the large-scale analysis of gene regulatory networks, we review a graph decimation algorithm, called "leaf-removal", which can be used to evaluate the feed...
M. Cosentino Lagomarsino, P. Jona, B. Bassetti
ICRA
2009
IEEE
188views Robotics» more  ICRA 2009»
13 years 6 months ago
Onboard contextual classification of 3-D point clouds with learned high-order Markov Random Fields
Contextual reasoning through graphical models such as Markov Random Fields often show superior performance against local classifiers in many domains. Unfortunately, this performanc...
Daniel Munoz, Nicolas Vandapel, Martial Hebert
SEW
2006
IEEE
14 years 2 months ago
Using Views to Specify a Synchronization Aspect for Object-Oriented Languages
It is widely held that programming language extensions that support separation of concerns and that are also integrative benefit development, maintenance and reuse of software de...
R. E. Kurt Stirewalt, Laura K. Dillon, Reimer Behr...
WER
2007
Springer
14 years 2 months ago
Evolving Use Case Maps as a Scenario and Workflow Description Language
Since 1996, the core Use Case Map (UCM) notation has remained remarkably stable. As the structure and intent of workflow and scenario languages are very similar, UCMs have been ap...
Gunter Mussbacher