Hierarchical Electricity Time Series Forecasting for Integrating Consumption Patterns Analysis and Aggregation Consistency
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Yong Zhang | Xiangdong Zhou | Zijing Tan | Bo Yao | Yiming Xu | Yue Pang | Yiming Xu | Yue Pang | Xiangdong Zhou | Zijing Tan | Bo Yao | Yong Zhang
[1] B. Jean Mandernach,et al. Journal on Educational Psychology , 2014 .
[2] ScienceDirect. Computational statistics & data analysis , 1983 .
[3] Rob J Hyndman,et al. Forecasting with Exponential Smoothing: The State Space Approach , 2008 .
[4] J. W. Taylor,et al. Short-Term Load Forecasting With Exponentially Weighted Methods , 2012, IEEE Transactions on Power Systems.
[5] Heiner Stuckenschmidt,et al. Cluster-based hierarchical demand forecasting for perishable goods , 2017, Expert Syst. Appl..
[6] Li Lin,et al. Smart Meters in Smart Grid: An Overview , 2013, 2013 IEEE Green Technologies Conference (GreenTech).
[7] Sarvapali D. Ramchurn,et al. Putting the 'smarts' into the smart grid , 2012, Commun. ACM.
[8] Andrew W. Moore,et al. X-means: Extending K-means with Efficient Estimation of the Number of Clusters , 2000, ICML.
[9] Jan A Snyman,et al. Practical Mathematical Optimization: An Introduction to Basic Optimization Theory and Classical and New Gradient-Based Algorithms , 2005 .
[10] S. L. W. I. R. O. I. C. A. T. S. Z. O. SA with its registered office in B.,et al. “Omega” , 2020 .
[11] P. Young,et al. Time series analysis, forecasting and control , 1972, IEEE Transactions on Automatic Control.
[12] Rob J. Hyndman,et al. Optimal combination forecasts for hierarchical time series , 2011, Comput. Stat. Data Anal..
[13] Dazhi Yang,et al. Forecast UPC-level FMCG demand, Part II: Hierarchical reconciliation , 2015, 2015 IEEE International Conference on Big Data (Big Data).
[14] K. U.,et al. Variational Bayesian inference for forecasting hierarchical time series , 2014 .
[15] George Athanasopoulos,et al. Hierarchical forecasts for Australian domestic tourism , 2009 .
[16] Pierluigi Siano,et al. Demand response and smart grids—A survey , 2014 .
[17] Dazhi Yang,et al. Reconciling solar forecasts: Geographical hierarchy , 2017 .
[18] Rob J. Hyndman,et al. Fast computation of reconciled forecasts for hierarchical and grouped time series , 2016, Comput. Stat. Data Anal..
[19] P. Cochat,et al. Et al , 2008, Archives de pediatrie : organe officiel de la Societe francaise de pediatrie.
[20] Jiafan Yu,et al. Regularization in Hierarchical Time Series Forecasting with Application to Electricity Smart Meter Data , 2017, AAAI.
[21] Trevor Hastie,et al. Statistical Learning with Sparsity: The Lasso and Generalizations , 2015 .
[22] Peihua Qiu,et al. Generalized Least Squares , 2005, Technometrics.
[23] R. Fildes. Journal of the American Statistical Association : William S. Cleveland, Marylyn E. McGill and Robert McGill, The shape parameter for a two variable graph 83 (1988) 289-300 , 1989 .