Concepedia

Long sequence time-series forecasting with deep learning: A survey

Zonglei Chen, Minbo Ma, Tianrui Li, Chongshou Li

Information Fusion · 2023 · 312 citations · 120 references

Concepts

ComputingComputer ScienceData ScienceForecastingMachine LearningTime Series AnalysisComputational Time Series AnalysisDeep LearningReal-time ForecastingTime Series ForecastingTime Series ModelingTime Series PredictionConvolutional Forecasting ModelsDeep Learning For ForecastingDeep Learning For Time Series ForecastingDeep Learning-based ForecastingRecurrent Neural Networks

References

120

MizAR 60 for Mizar 50

DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) · 2023 · 76.3K citations · Full text

Computing, Computer Science, Computational Linguistics +14

Support-vector networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 40.5K citations · Full text

Advances in neural information processing systems 7

Computers & Mathematics with Applications · 1996 · 14.4K citations

Computing, Computer Science, Neuroscience +14

Finding Structure in Time

Jeffrey L. Elman · Cognitive Science · 1990 · 10.8K citations

Social Sciences, Computer Science, Psychology +16

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