Concepedia

A novel crude oil price forecasting model using decomposition and deep learning networks

Yao Dong, He Jiang, Yunting Guo, Jianzhou Wang

Engineering Applications of Artificial Intelligence · 2024 · 46 citations · 37 references

Concepts

ComputingComputer SciencePetroleum EngineeringForecastingMachine LearningTime Series AnalysisCommodity Price ForecastingDeep LearningNeural NetworksOil EconomicsTime Series ForecastingTime Series PredictionDeep Learning-based ForecastingDeep Learning-based Price ForecastingOil Price Forecasting

References

37

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

Computing, Computer Science, Computer Vision +12

Random sample consensus

Martin A. Fischler, Robert C. Bolles · Communications of the ACM · 1981 · 25.5K citations · Full text

Computing, Computer Science, Computer Vision +13

Variational Mode Decomposition

Konstantin Dragomiretskiy, Dominique Zosso · IEEE Transactions on Signal Processing · 2014 · 8.6K citations

Engineering, Electrical Engineering, Biomedical Signal Processing +15

Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting

Haoyi Zhou, Shanghang Zhang, Jieqi Peng et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 6.1K citations · Full text

Computing, Computer Science, Forecasting +14

Geometry from a Time Series

Norman H. Packard, James P. Crutchfield, J. Doyne Farmer et al. · Physical Review Letters · 1980 · 3.9K citations

Natural Sciences, Mathematics, Physics +15