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CAINE
2003
15 years 3 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
15 years 3 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
15 years 3 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
15 years 3 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
15 years 3 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