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Efficiency of local models ensembles for time series prediction

Article ID Journal Published Year Pages File Type
10322931 Expert Systems with Applications 2011 11 Pages PDF
Abstract
► Two neural-based local modelling approaches for prediction are proposed. ► Low computacional time and scalability to data set size, are stressed. ► Performance comparison with other global and local approaches is showed.
Keywords
Time series analysisClusteringNeural networksMachine learning
Related Topics
Physical Sciences and Engineering Computer Science Artificial Intelligence
Preview
Efficiency of local models ensembles for time series prediction
Authors
David Martínez-Rego, Oscar Fontenla-Romero, Amparo Alonso-Betanzos,
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Expert Systems with Applications
Journal: Expert Systems with Applications
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