Hierarchical neural networks for multivariate time series prediction
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Min Han | Meiling Xu | Xinying Wang | Meiling Xu | Min Han | Xinying Wang
[1] Jane Labadin,et al. Feature selection based on mutual information , 2015, 2015 9th International Conference on IT in Asia (CITA).
[2] Akinori Nishihara,et al. Evolutionary pre-training for CRJ-type reservoir of echo state networks , 2015, Neurocomputing.
[3] Fernando José Von Zuben,et al. An extended echo state network using Volterra filtering and principal component analysis , 2012, Neural Networks.
[4] Chih-Min Lin,et al. An Efficient Interval Type-2 Fuzzy CMAC for Chaos Time-Series Prediction and Synchronization , 2014, IEEE Transactions on Cybernetics.
[5] Yiannis Demiris,et al. Spatio-Temporal Learning With the Online Finite and Infinite Echo-State Gaussian Processes , 2015, IEEE Transactions on Neural Networks and Learning Systems.
[6] Herbert Jaeger,et al. Optimization and applications of echo state networks with leaky- integrator neurons , 2007, Neural Networks.
[7] Fuhui Long,et al. Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy , 2003, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[8] Yiannis Demiris,et al. The copula echo state network , 2012, Pattern Recognit..
[9] Yue Joseph Wang,et al. Nonlinear System Modeling With Random Matrices: Echo State Networks Revisited , 2012, IEEE Transactions on Neural Networks and Learning Systems.
[10] Fionn Murtagh,et al. Ultrametric Wavelet Regression of Multivariate Time Series: Application to Colombian Conflict Analysis , 2009, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.
[11] Guang-Bin Huang,et al. An Insight into Extreme Learning Machines: Random Neurons, Random Features and Kernels , 2014, Cognitive Computation.
[12] Heiko Wersing,et al. Evolutionary optimization of a hierarchical object recognition model , 2005, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).
[13] Henry Leung,et al. Prediction of noisy chaotic time series using an optimal radial basis function neural network , 2001, IEEE Trans. Neural Networks.
[14] F. Takens. Detecting strange attractors in turbulence , 1981 .
[15] Min Han,et al. A modified fast recursive hidden nodes selection algorithm for ELM , 2012, The 2012 International Joint Conference on Neural Networks (IJCNN).
[16] Cyrus Shahabi,et al. Feature subset selection and feature ranking for multivariate time series , 2005, IEEE Transactions on Knowledge and Data Engineering.
[17] Jang Myung Lee,et al. Precise Positioning of Nonsmooth Dynamic Systems Using Fuzzy Wavelet Echo State Networks and Dynamic Surface Sliding Mode Control , 2013, IEEE Transactions on Industrial Electronics.
[18] Benjamin Schrauwen,et al. Recurrent Kernel Machines: Computing with Infinite Echo State Networks , 2012, Neural Computation.
[19] Tingting Wang,et al. Recovering Chaotic Properties From Small Data , 2014, IEEE Transactions on Cybernetics.
[20] Danilo P. Mandic,et al. An Augmented Echo State Network for Nonlinear Adaptive Filtering of Complex Noncircular Signals , 2011, IEEE Transactions on Neural Networks.
[21] Herbert Jaeger,et al. Reservoir computing approaches to recurrent neural network training , 2009, Comput. Sci. Rev..
[22] J. Koenderink. Q… , 2014, Les noms officiels des communes de Wallonie, de Bruxelles-Capitale et de la communaute germanophone.
[23] Harald Haas,et al. Harnessing Nonlinearity: Predicting Chaotic Systems and Saving Energy in Wireless Communication , 2004, Science.
[24] Min Han,et al. Support Vector Echo-State Machine for Chaotic Time-Series Prediction , 2007, IEEE Transactions on Neural Networks.
[25] Jan Danckaert,et al. Delay-Based Reservoir Computing: Noise Effects in a Combined Analog and Digital Implementation , 2015, IEEE Transactions on Neural Networks and Learning Systems.
[26] Xiaohui Liu,et al. Variable grouping in multivariate time series via correlation , 2001, IEEE Trans. Syst. Man Cybern. Part B.
[27] Peter Tiño,et al. Minimum Complexity Echo State Network , 2011, IEEE Transactions on Neural Networks.
[28] Ravi Sankar,et al. Time Series Prediction Using Support Vector Machines: A Survey , 2009, IEEE Computational Intelligence Magazine.
[29] Jochen J. Steil,et al. Reservoir regularization stabilizes learning of Echo State Networks with output feedback , 2011, ESANN.
[30] Chee Kheong Siew,et al. Extreme learning machine: Theory and applications , 2006, Neurocomputing.
[31] P ? ? ? ? ? ? ? % ? ? ? ? , 1991 .
[32] Benjamin Schrauwen,et al. A hierarchy of recurrent networks for speech recognition , 2009, NIPS 2009.
[33] Guillaume Patry,et al. Constructing a model hierarchy with background knowledge for structural risk minimization: application to biological treatment of wastewater , 2006, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.