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KDD
2003
ACM
175views Data Mining» more  KDD 2003»
15 years 10 months ago
Time and sample efficient discovery of Markov blankets and direct causal relations
Data Mining with Bayesian Network learning has two important characteristics: under broad conditions learned edges between variables correspond to causal influences, and second, f...
Ioannis Tsamardinos, Constantin F. Aliferis, Alexa...
ICPR
2002
IEEE
15 years 10 months ago
Relational Graph Labelling Using Learning Techniques and Markov Random Fields
This paper introduces an approach for handling complex labelling problems driven by local constraints. The purpose is illustrated by two applications: detection of the road networ...
Denis Rivière, Jean-Francois Mangin, Jean-M...
SIAMCO
2008
45views more  SIAMCO 2008»
14 years 9 months ago
Optimal Stopping Games for Markov Processes
Erik Ekström, Goran Peskir
PE
2010
Springer
180views Optimization» more  PE 2010»
14 years 8 months ago
PCTL model checking of Markov chains: Truth and falsity as winning strategies in games
Harald Fecher, Michael Huth, Nir Piterman, Daniel ...