Výsledky vyhledávání - "Constraint-Based Algorithm"

Improved K2 algorithm for Bayesian network structure learning Autor Behjati, Shahab, Beigy, Hamid

“…In this paper, we study the problem of learning the structure of Bayesian networks from data, which takes a dataset and outputs a directed acyclic graph. This…”
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A probabilistic graphical model based stochastic input model construction Autor Wan, Jiang, Zabaras, Nicholas

“…Model reduction techniques have been widely used in modeling of high-dimensional stochastic input in uncertainty quantification tasks. However, the…”
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REDEFINITION OF THE GREEK ELECTORAL DISTRICTS THROUGH THE APPLICATION OF A REGION-BUILDING ALGORITHM Autor Yorgos N. PHOTIS

“…The main purpose of this paper is the formulation of a methodological approach for the definition of homogenous spatial clusters, taking into account both…”
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REDEFINITION OF THE GREEK ELECTORAL DISTRICTS THROUGH THE APPLICATION OF A REGION-BUILDING ALGORITHM Autor Yorgos N. PHOTIS

“…The main purpose of this paper is the formulation of a methodological approach for the definition of homogenous spatial clusters, taking into account both…”
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Learning Bayesian Networks with the bnlearn R Package Autor Scutari, Marco

“…bnlearn is an R package (R Development Core Team 2010) which includes several algorithms for learning the structure of Bayesian networks with either discrete…”
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Feature Selection with the R Package MXM : Discovering Statistically Equivalent Feature Subsets Autor Lagani, Vincenzo, Athineou, Giorgos, Farcomeni, Alessio, Tsagris, Michail, Tsamardinos, Ioannis

“…The statistically equivalent signature (SES) algorithm is a method for feature selection inspired by the principles of constraint-based learning of Bayesian…”
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A Two-Stage Approach Combining Constraint-Based Algorithms and Gaussian Process Regression for Estimation of Cruise Ship Hotel Loads Autor Micallef, Alexander, Apap, Maurice, Licari, John, Caruana, Cedric

“…This paper presents a hybrid approach based on two stages for estimating the hotel load power demand on cruise ships. In the initial stage, a constraint-based…”
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