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JMLR
2010
191views more  JMLR 2010»
15 years 1 months ago
Noise-contrastive estimation: A new estimation principle for unnormalized statistical models
We present a new estimation principle for parameterized statistical models. The idea is to perform nonlinear logistic regression to discriminate between the observed data and some...
Michael Gutmann, Aapo Hyvärinen
COGSCI
2010
134views more  COGSCI 2010»
15 years 6 months ago
A Model of Knower-Level Behavior in Number Concept Development
We develop and evaluate a model of behavior on the Give-N task, a commonly used measure of young children's number knowledge. Our model uses the knower-level theory of how ch...
Michael D. Lee, Barbara W. Sarnecka
ENVSOFT
2000
70views more  ENVSOFT 2000»
15 years 6 months ago
Modeling soil pile bioremediation
A model is presented for the analysis of bioremediation applied to an ex situ soil pile. The approach is based on the remediation of a pile containing the contaminated soil, which...
Fehmidakhatun A. Mesania, Aaron A. Jennings
ENTCS
2010
118views more  ENTCS 2010»
15 years 4 months ago
Systematic Refinement of Performance Models for Concurrent Component-based Systems
Model-driven performance prediction methods require detailed design models to evaluate the performance of software systems during early development stages. However, the complexity...
Lucia Kapová, Steffen Becker
ENVSOFT
2010
79views more  ENVSOFT 2010»
15 years 4 months ago
Interactive modelling for natural resource management
We present a modelling approach to rapidly assess the effect of management decisions on ecological problems and demonstrate its use in fishery management. Each stage of the approa...
F. Boschetti, A. de La Tour, E. A. Fulton, L. R. L...