articleTop 1% cited
Forecasting crude oil price with an EMD-based neural network ensemble learning paradigm
Energy Economics · 2008 · Vol. 30(5) · pp. 2623–2635
Lean Yu✉(Chinese Academy of Sciences)Shouyang Wang(Chinese Academy of Sciences)Kin Keung Lai(City University of Hong Kong)
Market Dynamics and VolatilityPetroleum Processing and AnalysisFault Detection and Control SystemsArtificial neural networkWest Texas IntermediateBrent CrudeSpot contractCrude oilHilbert–Huang transformComputer scienceArtificial intelligenceSeries (stratigraphy)Deep learning
Funding
- Chinese Academy of Sciences
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References
Connectionist nonparametric regression: Multilayer feedforward networks can learn arbitrary mappings
Neural Networks · 1990 · 679 citations
Multilayer feedforward networks are universal approximators
Neural Networks · 1989 · 20,841 citations
Time Series Analysis: Forecasting and Control
Journal of Marketing Research · 1977 · 19,299 citations
Multilayer feedforward networks are universal approximators
Neural Networks · 1989 · 9,346 citations
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