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Back propagation neural network with adaptive differential evolution algorithm for time series forecasting

Expert Systems with Applications · 2014 · Vol. 42(2) · pp. 855–863
Lin WangYi ZengTao Chen
Neural Networks and ApplicationsStock Market Forecasting MethodsEnergy Load and Power ForecastingAutoregressive integrated moving averageComputer scienceArtificial neural networkSeries (stratigraphy)Differential evolutionTime seriesAlgorithmBackpropagationAutoregressive modelData mining

Funding

  • National Natural Science Foundation of China
  • Huazhong University of Science and Technology
  • Fundamental Research Funds for the Central Universities
  • Humanities and Social Sciences Youth Foundation, Ministry of Education of the People's Republic of China
Citations
624
FWCI
38.19
field-weighted impact
References
62
Percentile
100%
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References
Neural network forecasting for seasonal and trend time series
European Journal of Operational Research · 2003 · 972 citations
Time Series Analysis: Forecasting and Control
Journal of Marketing Research · 1977 · 19,299 citations
Time Series Analysis: Forecasting and Control
Technometrics · 1977 · 2,723 citations
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