reviewTop 1% cited
A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition
Expert Systems with Applications · 2012 · Vol. 39(8) · pp. 7067–7083
Souhaib Ben Taieb✉(Université Libre de Bruxelles)Gianluca Bontempi(Université Libre de Bruxelles)Amir F. Atiya(Cairo University)Antti Sorjamaa
Forecasting Techniques and ApplicationsStock Market Forecasting MethodsTime Series Analysis and ForecastingComputer scienceBenchmark (surveying)Series (stratigraphy)Selection (genetic algorithm)Time seriesVariable (mathematics)Competition (biology)Machine learningEconometricsArtificial intelligence
Citations
652
FWCI
23.22
field-weighted impact
References
111
Percentile
100%
vs. same field & year
Citations per year
Cited by
Advanced Methods for Photovoltaic Output Power Forecasting: A Review
Applied Sciences · 2020 · 314 citations
Machine learning methods for solar radiation forecasting: A review
Renewable Energy · 2017 · 1,645 citations
Time series forecasting of petroleum production using deep LSTM recurrent networks
Neurocomputing · 2018 · 912 citations
A Review of Deep Learning Models for Time Series Prediction
IEEE Sensors Journal · 2019 · 467 citations
References
Learning representations by back-propagating errors
Nature · 1986 · 30,045 citations
Classification and Regression Trees.
Biometrics · 1984 · 23,850 citations
Threshold Autoregression, Limit Cycles and Cyclical Data
Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1980 · 1,300 citations
Generalization of backpropagation with application to a recurrent gas market model
Neural Networks · 1988 · 958 citations
The Use of Ranks to Avoid the Assumption of Normality Implicit in the Analysis of Variance
Journal of the American Statistical Association · 1937 · 3,848 citations
Boosting the margin: a new explanation for the effectiveness of voting methods
The Annals of Statistics · 1998 · 2,317 citations
Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation
Econometrica · 1982 · 20,395 citations
The Combination of Forecasts
Journal of the Operational Research Society · 1969 · 3,091 citations
Citation Network
How this paper connects to the literature. Drag to explore, click any node to open that paper.
