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» An Alternative Model for Mixtures of Experts
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ACL
2003
15 years 3 months ago
Parametric Models of Linguistic Count Data
It is well known that occurrence counts of words in documents are often modeled poorly by standard distributions like the binomial or Poisson. Observed counts vary more than simpl...
Martin Jansche
114
Voted
HPCS
2005
IEEE
15 years 7 months ago
Parallel Lattice Implementation for Option Pricing under Mixed State-Dependent Volatility Models
— With the principal goal of developing an alternative, relatively simple and tractable pricing framework for accurately reproducing a market implied volatility surface, this pap...
Giuseppe Campolieti, Roman Makarov
IJCNN
2006
IEEE
15 years 8 months ago
Recurrent Neural Network Based Gating for Natural Gas Load Prediction System
Abstract— Prediction of natural gas consumption is an important element in gas load management aimed to better utilize the facilities of a gas distribution system. The major chal...
Petr Musílek, Emil Pelikán, Tomas Br...
82
Voted
WSC
2007
15 years 4 months ago
Using flexible points in a developing simulation of selective dissolution in alloys
Coercion is a semi-automated simulation adaptation technology that uses subject-matter expert insight about model ion alternatives, called flexible points, to change the behavior...
Joseph C. Carnahan, Steven A. Policastro, Erin C. ...
ICML
2000
IEEE
16 years 2 months ago
Discovering Homogeneous Regions in Spatial Data through Competition
If all features causing heterogeneity were observed, a mixture of experts approach (Jacobs et al., 1991) is likely to be superior to using a single model. When unobserved or very n...
Slobodan Vucetic, Zoran Obradovic