The Automatic Model Selection and Variable Width RBF Neural Networks for Chaotic Time Series Prediction

DEStech Transactions on Computer Science and Engineering ◽

10.12783/dtcse/cece2017/14370 ◽

2017 ◽

Author(s):

Peng ZHOU ◽

Qi YANG

Keyword(s):

Neural Networks ◽

Time Series ◽

Model Selection ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Rbf Neural Networks ◽

Automatic Model Selection ◽

Chaotic Time Series Prediction

Download Full-text

Chaotic Time Series Prediction using Spatio-Temporal RBF Neural Networks

2018 3rd International Conference on Emerging Trends in Engineering, Sciences and Technology (ICEEST) ◽

10.1109/iceest.2018.8643321 ◽

2018 ◽

Author(s):

Alishba Sadiq ◽

Muhammad Sohail Ibrahim ◽

Muhammad Usman ◽

Muhammad Zubair ◽

Shujaat Khan

Keyword(s):

Neural Networks ◽

Time Series ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Rbf Neural Networks ◽

Chaotic Time Series Prediction ◽

Spatio Temporal

Download Full-text

Chaotic time series prediction based on RBF neural networks with a new clustering algorithm

Acta Physica Sinica ◽

10.7498/aps.56.713 ◽

2007 ◽

Vol 56 (2) ◽

pp. 713

Author(s):

Zhang Jun-Feng ◽

Hu Shou-Song

Keyword(s):

Neural Networks ◽

Time Series ◽

Clustering Algorithm ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Rbf Neural Networks ◽

Chaotic Time Series Prediction

Download Full-text

Chaotic time series prediction with residual analysis method using hybrid Elman–NARX neural networks

Neurocomputing ◽

10.1016/j.neucom.2010.06.004 ◽

2010 ◽

Vol 73 (13-15) ◽

pp. 2540-2553 ◽

Author(s):

Muhammad Ardalani-Farsa ◽

Saeed Zolfaghari

Keyword(s):

Neural Networks ◽

Time Series ◽

Time Series Prediction ◽

Residual Analysis ◽

Chaotic Time Series ◽

Analysis Method ◽

Chaotic Time Series Prediction

Download Full-text

Chaotic Time Series Prediction Based on Evolving Recurrent Neural Networks

2007 International Conference on Machine Learning and Cybernetics ◽

10.1109/icmlc.2007.4370752 ◽

2007 ◽

Author(s):

Qian-Li Ma ◽

Qi-Lun Zheng ◽

Hong Peng ◽

Tan-Wei Zhong ◽

Li-Qiang Xu

Keyword(s):

Neural Networks ◽

Time Series ◽

Recurrent Neural Networks ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Chaotic Time Series Prediction

Download Full-text

Multi-step-ahead chaotic time series prediction using coevolutionary recurrent neural networks

2016 IEEE Congress on Evolutionary Computation (CEC) ◽

10.1109/cec.2016.7744179 ◽

2016 ◽

Author(s):

Shamina Hussein ◽

Rohitash Chandra ◽

Anuraganand Sharma

Keyword(s):

Neural Networks ◽

Time Series ◽

Recurrent Neural Networks ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Chaotic Time Series Prediction

Download Full-text

Cooperative coevolution of Elman recurrent neural networks for chaotic time series prediction

Neurocomputing ◽

10.1016/j.neucom.2012.01.014 ◽

2012 ◽

Vol 86 ◽

pp. 116-123 ◽

Author(s):

Rohitash Chandra ◽

Mengjie Zhang

Keyword(s):

Neural Networks ◽

Time Series ◽

Recurrent Neural Networks ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Cooperative Coevolution ◽

Chaotic Time Series Prediction ◽

Elman Recurrent Neural Networks

Download Full-text

Optimizing wavelet neural networks using modified cuckoo search for multi-step ahead chaotic time series prediction

Applied Soft Computing ◽

10.1016/j.asoc.2019.04.016 ◽

2019 ◽

Vol 80 ◽

pp. 374-386 ◽

Author(s):

Pauline Ong ◽

Zarita Zainuddin

Keyword(s):

Neural Networks ◽

Time Series ◽

Time Series Prediction ◽

Cuckoo Search ◽

Chaotic Time Series ◽

Wavelet Neural Networks ◽

Chaotic Time Series Prediction

Download Full-text

Chaotic time series prediction based on fuzzy boundary modular neural networks

Acta Physica Sinica ◽

10.7498/aps.58.1410 ◽

2009 ◽

Vol 58 (3) ◽

pp. 1410

Author(s):

Ma Qian-Li ◽

Zheng Qi-Lun ◽

Peng Hong ◽

Qin Jiang-Wei

Keyword(s):

Neural Networks ◽

Time Series ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Modular Neural Networks ◽

Chaotic Time Series Prediction ◽

Download Full-text

Multivariate Chaotic Time Series Prediction Based on NARX Neural Networks

Proceedings of the 2017 2nd International Conference on Electrical, Automation and Mechanical Engineering (EAME 2017) ◽

10.2991/eame-17.2017.40 ◽

2017 ◽

Author(s):

Yan Xiu ◽

Wei Zhang

Keyword(s):

Neural Networks ◽

Time Series ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Chaotic Time Series Prediction

Download Full-text

Interval Type-2 Fuzzy Neural Networks for Chaotic Time Series Prediction: A Concise Overview

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2018.2834356 ◽

2019 ◽

Vol 49 (7) ◽

pp. 2720-2731 ◽

Author(s):

Min Han ◽

Kai Zhong ◽

Tie Qiu ◽

Bing Han

Keyword(s):

Neural Networks ◽

Time Series ◽

Time Series Prediction ◽

Fuzzy Neural Networks ◽

Chaotic Time Series ◽

Concise Overview ◽

Fuzzy Neural ◽

Chaotic Time Series Prediction ◽

Download Full-text