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» Automated Model Selection for Simulation
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AAAI
1990
13 years 8 months ago
Approximation Reformulations
Although computers are widely used to simulate complex physical systems, crafting the underlying models that enable computer analysis remains difficult. When a model is created fo...
Daniel S. Weld
WSC
2004
13 years 9 months ago
Distributing a Large-Scale, Complex Fab Simulation Using HLA and Java: Issues and Lessons
Distributed simulation promises a range of benefits and opportunities, especially for modeling large-scale complex systems, such as wafer fabs. However, as with many promising tec...
Leon F. McGinnis
ISNN
2007
Springer
14 years 1 months ago
Pattern-Oriented Agent-Based Modeling for Financial Market Simulation
The paper presents a pattern-oriented agent-based model to simulate the dynamics of a stock market. The model generates satisfactory market macro-level trend and volatility while t...
Chi Xu, Zheru Chi
CSDA
2006
102views more  CSDA 2006»
13 years 7 months ago
An improved Akaike information criterion for state-space model selection
Following the work of Hurvich, Shumway, and Tsai (1990), we propose an "improved" variant of the Akaike information criterion, AICi, for state-space model selection. The...
Thomas Bengtsson, Joseph E. Cavanaugh
SDM
2003
SIAM
129views Data Mining» more  SDM 2003»
13 years 9 months ago
Approximate Query Answering by Model Averaging
In earlier work we have introduced and explored a variety of different probabilistic models for the problem of answering selectivity queries posed to large sparse binary data set...
Dmitry Pavlov, Padhraic Smyth