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132
Voted
GPEM
2000
15 years 3 months ago
2000
Genetic programming, in conjunction with advanced analytical instruments, is a novel tool for the investigation of complex biological systems at the whole-tissue level. In this stu...
126
Voted
ECSQARU
2007
Springer
15 years 10 months ago
2007
Springer
This paper presents a new approach to inference in Bayesian networks. The principal idea is to encode the network by logical sentences and to compile the resulting encoding into an...
175
Voted
CORR
2011
Springer
14 years 7 months ago
2011
Springer
We describe a system for specifying the effects of actions. Unlike those commonly used in AI planning, our system uses an action description language that allows one to specify t...
79
Voted
AI
2004
Springer
15 years 3 months ago
2004
Springer
In this paper, we investigate the extent to which knowledge compilation can be used to improve model checking and inference from propositional weighted bases. We first focus on th...
148
Voted
CVPR
2003
IEEE
16 years 5 months ago
2003
IEEE
We consider the problem of learning with instances defined over a space of sets of vectors. We derive a new positive definite kernel f(A B) defined over pairs of matrices A B base...