Electricity Price Forecasting With Extreme Learning Machine and Bootstrapping
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Kit Po Wong | Zhao Yang Dong | Yan Xu | Ke Meng | Xia Chen | H. W. Ngan | Z. Dong | K. Wong | K. Meng | Yan Xu | H. Ngan | Xia Chen
[1] J. Fox. Bootstrapping Regression Models , 2002 .
[2] Robert K. L. Gay,et al. Error Minimized Extreme Learning Machine With Growth of Hidden Nodes and Incremental Learning , 2009, IEEE Transactions on Neural Networks.
[3] D. Freedman. Bootstrapping Regression Models , 1981 .
[4] R. D. Veaux,et al. Prediction intervals for neural networks via nonlinear regression , 1998 .
[5] N. Pindoriya,et al. An Adaptive Wavelet Neural Network-Based Energy Price Forecasting in Electricity Markets , 2008, IEEE Transactions on Power Systems.
[6] Z. Dong,et al. A Statistical Approach for Interval Forecasting of the Electricity Price , 2008, IEEE Transactions on Power Systems.
[7] Chee Kheong Siew,et al. Extreme learning machine: Theory and applications , 2006, Neurocomputing.
[8] A.J. Conejo,et al. Day-ahead electricity price forecasting using the wavelet transform and ARIMA models , 2005, IEEE Transactions on Power Systems.
[9] Michael Negnevitsky,et al. An Effort to Optimize Similar Days Parameters for ANN-Based Electricity Price Forecasting , 2008, IEEE Transactions on Industry Applications.
[10] Kit Po Wong,et al. A Self-Adaptive RBF Neural Network Classifier for Transformer Fault Analysis , 2010, IEEE Transactions on Power Systems.
[11] Xing Yan,et al. Electricity Market Clearing Price Forecasting in a Deregulated Market , 2010 .
[12] Ke Meng,et al. Self-adaptive radial basis function neural network for short-term electricity price forecasting , 2009 .
[13] A.M. Gonzalez,et al. Modeling and forecasting electricity prices with input/output hidden Markov models , 2005, IEEE Transactions on Power Systems.
[14] Huaiyu Zhu,et al. No Free Lunch for Cross-Validation , 1996, Neural Computation.
[15] Lei Chen,et al. Enhanced random search based incremental extreme learning machine , 2008, Neurocomputing.
[16] T. Senjyu,et al. Notice of Violation of IEEE Publication PrinciplesA Hybrid ARIMA and Neural Network Model for Short-Term Price Forecasting in Deregulated Market , 2010, IEEE Transactions on Power Systems.
[17] Chen-Ching Liu,et al. Day-Ahead Electricity Price Forecasting in a Grid Environment , 2007, IEEE Transactions on Power Systems.
[18] A.H. Nizar,et al. Power Utility Nontechnical Loss Analysis With Extreme Learning Machine Method , 2008, IEEE Transactions on Power Systems.
[19] J. Contreras,et al. ARIMA Models to Predict Next-Day Electricity Prices , 2002, IEEE Power Engineering Review.
[20] Junhua Zhao,et al. A Framework for Electricity Price Spike Analysis With Advanced Data Mining Methods , 2007, IEEE Transactions on Power Systems.
[21] Halbert White,et al. Bootstrapping Confidence Intervals for Clinical Input Variable Effects in a Network Trained to Identify the Presence of Acute Myocardial Infarction , 1995, Neural Computation.
[22] J. T. Hwang,et al. Prediction Intervals for Artificial Neural Networks , 1997 .
[23] N. Amjady,et al. Day-Ahead Price Forecasting of Electricity Markets by Mutual Information Technique and Cascaded Neuro-Evolutionary Algorithm , 2009, IEEE Transactions on Power Systems.
[24] P. Luh,et al. Improving market clearing price prediction by using a committee machine of neural networks , 2004, IEEE Transactions on Power Systems.
[25] Rui Zhang,et al. Real-time transient stability assessment model using extreme learning machine , 2011 .
[26] L. Glass,et al. Oscillation and chaos in physiological control systems. , 1977, Science.
[27] Robert Tibshirani,et al. An Introduction to the Bootstrap , 1994 .
[28] Chee Kheong Siew,et al. Universal Approximation using Incremental Constructive Feedforward Networks with Random Hidden Nodes , 2006, IEEE Transactions on Neural Networks.
[29] T. Dillon,et al. Electricity price short-term forecasting using artificial neural networks , 1999 .
[30] David Hinkley,et al. Bootstrap Methods: Another Look at the Jackknife , 2008 .
[31] Guang-Bin Huang,et al. Convex Incremental Extreme Learning Machine , 2007 .
[32] C. Rodriguez,et al. Energy price forecasting in the Ontario competitive power system market , 2004, IEEE Transactions on Power Systems.
[33] N. Amjady. Day-ahead price forecasting of electricity markets by a new fuzzy neural network , 2006, IEEE Transactions on Power Systems.
[34] L. Zhang,et al. Energy Clearing Price Prediction and Confidence Interval Estimation with Cascaded Neural Networks , 2002, IEEE Power Engineering Review.
[35] T. Senjyu,et al. A Novel Approach to Forecast Electricity Price for PJM Using Neural Network and Similar Days Method , 2007, IEEE Transactions on Power Systems.
[36] Michael H. Neumann,et al. Bootstrapping Neural Networks , 2000, Neural Computation.
[37] Marco van Akkeren,et al. A GARCH forecasting model to predict day-ahead electricity prices , 2005, IEEE Transactions on Power Systems.
[38] Francesco Giordano,et al. Forecasting nonlinear time series with neural network sieve bootstrap , 2007, Comput. Stat. Data Anal..