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» Inference for Multiplicative Models
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113
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FLAIRS
2008
15 years 3 months ago
Declarative Specification and Interpretation of Rule-Based Systems
A declarative rule inference engine can be very useful for modern distributed or heterogeneous applications, if it can be configured for multiple semantics and evaluation strategi...
Dietmar Seipel, Joachim Baumeister
124
Voted
ICML
2009
IEEE
16 years 1 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
ISOLA
2007
Springer
15 years 7 months ago
Using Invariant Detection Mechanism in Black Box Inference
The testing and formal verification of black box software components is a challenging domain. The problem is even harder when specifications of these components are not available...
Muzammil Shahbaz, Roland Groz
93
Voted
AAAI
2010
15 years 2 months ago
Adopting Inference Networks for Online Thread Retrieval
Online forums contain valuable human-generated information. End-users looking for information would like to find only those threads in forums where relevant information is present...
Sumit Bhatia, Prasenjit Mitra
119
Voted
AAAI
2004
15 years 2 months ago
Bayesian Inference on Principal Component Analysis Using Reversible Jump Markov Chain Monte Carlo
Based on the probabilistic reformulation of principal component analysis (PCA), we consider the problem of determining the number of principal components as a model selection prob...
Zhihua Zhang, Kap Luk Chan, James T. Kwok, Dit-Yan...