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» A Model for Structural Changes of Belief
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CIKM
2004
Springer
15 years 3 months ago
Discovering frequently changing structures from historical structural deltas of unordered XML
Recently, a large amount of work has been done in XML data mining. However, we observed that most of the existing works focus on the snapshot XML data, while XML data is dynamic i...
Qiankun Zhao, Sourav S. Bhowmick, Mukesh K. Mohani...
RECOMB
2007
Springer
15 years 10 months ago
Free Energy Estimates of All-Atom Protein Structures Using Generalized Belief Propagation
We present a technique for approximating the free energy of protein structures using Generalized Belief Propagation (GBP). The accuracy and utility of these estimates are then demo...
Hetunandan Kamisetty, Eric P. Xing, Christopher Ja...
CVPR
2007
IEEE
15 years 11 months ago
Belief Propagation in a 3D Spatio-temporal MRF for Moving Object Detection
Previous pixel-level change detection methods either contain a background updating step that is costly for moving cameras (background subtraction) or can not locate object positio...
Zhaozheng Yin, Robert T. Collins
SYNASC
2007
IEEE
134views Algorithms» more  SYNASC 2007»
15 years 3 months ago
Building Agent-Based Simulations Using Structural and Process Mental Models
This paper provides a design rationale for a mechanism that enforces a correct mapping between a model of a nested agent organization and a model of a composite interaction-based ...
Marco Stuit, Nick B. Szirbik, Hans Wortmann
WSC
1998
14 years 11 months ago
Belief Networks in Construction Simulation
A method for automatically improving the performance of construction operations was developed by the integration of computer simulation and belief networks. The simulation model i...
Brenda McCabe