A novel neural network ensemble architecture for time series forecasting

Iffat A. Gheyas; Leslie S. Smith

doi:10.1016/j.neucom.2011.08.005

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A novel neural network ensemble architecture for time series forecasting

Iffat A. Gheyas Leslie S. Smith

Year: 2011 Journal: Neurocomputing Vol: 74 (18)Pages: 3855-3864 Publisher: Elsevier BV

DOI: 10.1016/j.neucom.2011.08.005

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Keywords:

Computer science Weighting Artificial neural network Series (stratigraphy) Time series Artificial intelligence Concatenation (mathematics) Ensemble learning Machine learning Regression Algorithm Data mining Mathematics Statistics

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Topics

Neural Networks and Applications

Physical Sciences → Computer Science → Artificial Intelligence

Stock Market Forecasting Methods

Social Sciences → Decision Sciences → Management Science and Operations Research

Energy Load and Power Forecasting

Physical Sciences → Engineering → Electrical and Electronic Engineering

A novel neural network ensemble architecture for time series forecasting

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