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CAINE
2003
13 years 10 months ago
Development of a Computational Toolkit for Biomechanical Analysis and Simulation: The Vertebrate Analyzer
This paper discusses the development of a computational modeling and analysis toolkit to construct, animate, and biomechanically analyze sophisticated models of vertebrates. Users...
K. F. Hulme, F. C. Mendel, K. P. Chugh
NIPS
2004
13 years 10 months ago
Expectation Consistent Free Energies for Approximate Inference
We propose a novel a framework for deriving approximations for intractable probabilistic models. This framework is based on a free energy (negative log marginal likelihood) and ca...
Manfred Opper, Ole Winther
IJCAI
2003
13 years 10 months ago
Generalizing GraphPlan by Formulating Planning as a CSP
We examine the approach of encoding planning problems as CSPs more closely. First we present a simple CSP encoding for planning problems and then a set of transformations that can...
Adriana Lopez, Fahiem Bacchus
UAI
2004
13 years 10 months ago
A Hierarchical Graphical Model for Record Linkage
The task of matching co-referent records is known among other names as record linkage. For large record-linkage problems, often there is little or no labeled data available, but u...
Pradeep D. Ravikumar, William W. Cohen
IJCAI
1993
13 years 10 months ago
Automated Trend Detection with Alternate Temporal Hypotheses
We have written a prototype computer program called TrenDx for automated trend detection during process monitoring. The program uses a representation called trend templates that d...
Ira J. Haimowitz, Isaac S. Kohane