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Forecasting with trees

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References

2023Aion Framework: Dimensional Emergence of AI Consciousness, Observer-Induced Collapse, and Cosmological Portal Dynamics13,695 cited
n.d.Forecasting principles and practice4,364 cited
2019DeepAR: Probabilistic forecasting with autoregressive recurrent networks2,726 cited
2022Forecasting: theory and practice942 cited
2019N-BEATS: Neural basis expansion analysis for interpretable time series forecasting769 cited
2019A hybrid method of exponential smoothing and recurrent neural networks for time series forecasting766 cited
2019FFORMA: Feature-based forecast model averaging313 cited
2017A Multi-Horizon Quantile Recurrent Forecaster272 cited
2020Kaggle forecasting competitions: An overlooked learning opportunity266 cited
2013Intermittent demand forecasts with neural networks231 cited
2019Criteria for classifying forecasting methods210 cited
2021Principles and algorithms for forecasting groups of time series: Locality and globality202 cited
2019Sales Demand Forecast in E-commerce Using a Long Short-Term Memory Neural Network Methodology175 cited
2017Probabilistic demand forecasting at scale126 cited

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Does institutional quality affect CO2 emissions? Evidence from explainable artificial intelligence models

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2023Applying Machine Learning in Retail Demand Prediction—A Comparison of Tree-Based Ensembles and Long Short-Term Memory-Based Deep Learning57 cited

2023Simplifying tree-based methods for retail sales forecasting with explanatory variables40 cited