Improved Electricity Load Forecasting via Kernel Spectral Clustering of Smart Meters
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[1] B. De Moor,et al. Short-term load forecasting, profile identification, and customer segmentation: a methodology based on periodic time series , 2005, IEEE Transactions on Power Systems.
[2] Arnaud Doucet,et al. Autoregressive Kernels For Time Series , 2011, 1101.0673.
[3] T. Warren Liao,et al. Clustering of time series data - a survey , 2005, Pattern Recognit..
[4] A. Atiya,et al. Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond , 2005, IEEE Transactions on Neural Networks.
[5] J. W. Taylor,et al. Short-Term Load Forecasting With Exponentially Weighted Methods , 2012, IEEE Transactions on Power Systems.
[6] Jean-Michel Poggi,et al. Clustering Signals Using Wavelets , 2007, IWANN.
[7] Anestis Antoniadis,et al. Clustering Functional Data using Wavelets , 2010, Int. J. Wavelets Multiresolution Inf. Process..
[8] Stamatis Karnouskos,et al. Impact assessment of smart meter grouping on the accuracy of forecasting algorithms , 2013, SAC '13.
[9] Philip Hans Franses,et al. Periodic Time Series Models , 1996 .
[10] Jean-Michel Poggi,et al. OPTIMIZED CLUSTERS FOR DISAGGREGATED ELECTRICITY LOAD FORECASTING , 2010 .
[11] R. Shah,et al. Least Squares Support Vector Machines , 2022 .
[12] Marco Cuturi,et al. Fast Global Alignment Kernels , 2011, ICML.
[13] Johan A. K. Suykens,et al. Multiway Spectral Clustering with Out-of-Sample Extensions through Weighted Kernel PCA , 2010, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[14] Thomas Schreiber,et al. Classification of Time Series Data with Nonlinear Similarity Measures , 1997 .
[15] Christoph Flath,et al. Cluster Analysis of Smart Metering Data , 2012, Business & Information Systems Engineering.
[16] U. Feige,et al. Spectral Graph Theory , 2015 .
[17] Ulrike von Luxburg,et al. A tutorial on spectral clustering , 2007, Stat. Comput..