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» Algorithms for Large Scale Markov Blanket Discovery
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ML
2002
ACM
143views Machine Learning» more  ML 2002»
13 years 5 months ago
A Sparse Sampling Algorithm for Near-Optimal Planning in Large Markov Decision Processes
An issue that is critical for the application of Markov decision processes MDPs to realistic problems is how the complexity of planning scales with the size of the MDP. In stochas...
Michael J. Kearns, Yishay Mansour, Andrew Y. Ng
JSAC
2006
115views more  JSAC 2006»
13 years 5 months ago
Deployment of an Algorithm for Large-Scale Topology Discovery
Abstract-- Topology discovery systems are starting to be introduced in the form of easily and widely deployed software. Unfortunately, the research community has not examined the p...
Benoit Donnet, Philippe Raoult, Timur Friedman, Ma...
CORR
2004
Springer
100views Education» more  CORR 2004»
13 years 5 months ago
Efficient Algorithms for Large-Scale Topology Discovery
Benoit Donnet, Philippe Raoult, Timur Friedman, Ma...
PVLDB
2010
151views more  PVLDB 2010»
13 years 4 months ago
Scalable Discovery of Best Clusters on Large Graphs
The identification of clusters, well-connected components in a graph, is useful in many applications from biological function prediction to social community detection. However, ...
Kathy Macropol, Ambuj K. Singh
WECWIS
2007
IEEE
135views ECommerce» more  WECWIS 2007»
14 years 1 days ago
Large Scale Web Service Discovery and Composition using High Performance In-Memory Indexing
With the growing number and ubiquitous usage of Web services throughout the service-oriented community, the need to find service descriptions in a given repository, as well as co...
Lukasz Juszczyk, Anton Michlmayr, Christian Platze...