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» Using Bayesian Networks to Model Agent Relationships
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TNN
1998
114views more  TNN 1998»
13 years 9 months ago
Bayesian retrieval in associative memories with storage errors
Abstract—It is well known that for finite-sized networks, onestep retrieval in the autoassociative Willshaw net is a suboptimal way to extract the information stored in the syna...
Friedrich T. Sommer, Peter Dayan
IATA
1998
Springer
14 years 2 months ago
Agent-Based Schemes for Plug-And-Play Network Components
In this paper, we present several approaches to making the process of configuring network devices easier than is currently the case. Configuring a device requires that a number of ...
Andrzej Bieszczad, Syed Kamran Raza, Bernard Pagur...
AAAI
2008
14 years 14 days ago
Hybrid Markov Logic Networks
Markov logic networks (MLNs) combine first-order logic and Markov networks, allowing us to handle the complexity and uncertainty of real-world problems in a single consistent fram...
Jue Wang, Pedro Domingos
ICML
2009
IEEE
14 years 11 months ago
Approximate inference for planning in stochastic relational worlds
Relational world models that can be learned from experience in stochastic domains have received significant attention recently. However, efficient planning using these models rema...
Tobias Lang, Marc Toussaint
SIGMOD
2006
ACM
123views Database» more  SIGMOD 2006»
14 years 10 months ago
Proactive identification of performance problems
We propose to demonstrate Fa, an automated tool for timely and accurate prediction of Service-Level-Agreement (SLA) violations caused by performance problems in database systems. ...
Songyun Duan, Shivnath Babu