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TIT
1998
123views more  TIT 1998»
13 years 7 months ago
The Minimum Description Length Principle in Coding and Modeling
—We review the principles of Minimum Description Length and Stochastic Complexity as used in data compression and statistical modeling. Stochastic complexity is formulated as the...
Andrew R. Barron, Jorma Rissanen, Bin Yu
MICCAI
2005
Springer
14 years 8 months ago
Cross Entropy: A New Solver for Markov Random Field Modeling and Applications to Medical Image Segmentation
This paper introduces a novel solver, namely cross entropy (CE), into the MRF theory for medical image segmentation. The solver, which is based on the theory of rare event simulati...
Jue Wu, Albert C. S. Chung
LPNMR
2001
Springer
14 years 3 days ago
Bounded LTL Model Checking with Stable Models
In this paper bounded model checking of asynchronous concurrent systems is introduced as a promising application area for answer set programming. As the model of asynchronous syst...
Keijo Heljanko, Ilkka Niemelä
ENTCS
2007
107views more  ENTCS 2007»
13 years 7 months ago
Modeling Environment for Component Model Checking from Hierarchical Architecture
Application of model checking to isolated software components is not directly possible because a component does not form a complete program - the problem of missing environment oc...
Pavel Parizek, Frantisek Plasil
ATAL
2006
Springer
13 years 11 months ago
Run-time model checking of interaction and deontic models for multi-agent systems
This paper is concerned with the problem of obtaining predictable interactions between groups of agents in open environments when individual agents do not expose their bdi logic. ...
Nardine Osman, David Robertson, Christopher Walton