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UAI
1997
13 years 9 months ago
Object-Oriented Bayesian Networks
Bayesian networks provide a modeling language and associated inference algorithm for stochastic domains. They have been successfully applied in a variety of medium-scale applicati...
Daphne Koller, Avi Pfeffer
AAAI
2010
13 years 9 months ago
Reasoning about Imperfect Information Games in the Epistemic Situation Calculus
Approaches to reasoning about knowledge in imperfect information games typically involve an exhaustive description of the game, the dynamics characterized by a tree and the incomp...
Vaishak Belle, Gerhard Lakemeyer
ECAI
2010
Springer
13 years 9 months ago
Event Model Learning from Complex Videos using ILP
Abstract. Learning event models from videos has applications ranging from abnormal event detection to content based video retrieval. Relational learning techniques such as Inductiv...
Krishna S. R. Dubba, Anthony G. Cohn, David C. Hog...
CONEXT
2009
ACM
13 years 9 months ago
PACMAN: a platform for automated and controlled network operations and configuration management
The lack of automation associated with network operations in general and network configuration management in particular, is widely recognized as a significant contributing factor ...
Xu Chen, Zhuoqing Morley Mao, Jacobus E. van der M...
GG
2010
Springer
13 years 9 months ago
A Component Concept for Typed Graphs with Inheritance and Containment Structures
Model-driven development (MDD) has become a promising trend in software engineering. The model-driven development of highly complex software systems may lead to large models which ...
Stefan Jurack, Gabriele Taentzer