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GECCO
2005
Springer
155views Optimization» more  GECCO 2005»
15 years 10 months ago
Bayesian optimization models for particle swarms
We explore the use of information models as a guide for the development of single objective optimization algorithms, giving particular attention to the use of Bayesian models in a...
Christopher K. Monson, Kevin D. Seppi
ESSMAC
2003
Springer
15 years 10 months ago
Self-tuning Control of Non-linear Systems Using Gaussian Process Prior Models
Gaussian Process prior models, as used in Bayesian non-parametric statistical models methodology are applied to implement a nonlinear adaptive control law. The expected value of a...
Daniel Sbarbaro, Roderick Murray-Smith
127
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AIMSA
2000
Springer
15 years 9 months ago
Maintaining a Jointly Constructed Student Model
Allowing the student to have some control over the diagnosis inspecting and changing the model the system has made of him is a feasible approach in student modelling which tracks t...
Vania Dimitrova, John A. Self, Paul Brna
ACCV
1998
Springer
15 years 9 months ago
Skin-Color Modeling and Adaptation
Abstract. This paper studies a statistical skin-color model and its adaptation. It is revealed that 1 human skin colors cluster in a small region in a color space; 2 the variance o...
Jie Yang, Weier Lu, Alex Waibel
EMNLP
2007
15 years 6 months ago
Fast and Robust Multilingual Dependency Parsing with a Generative Latent Variable Model
We use a generative history-based model to predict the most likely derivation of a dependency parse. Our probabilistic model is based on Incremental Sigmoid Belief Networks, a rec...
Ivan Titov, James Henderson