Chaotic time series prediction via hierarchical Bayesian neural net

被引：0

作者：

Matsumoto, T ^{[1
]}

Hamagishi, H ^{[1
]}

Sugi, J ^{[1
]}

Saito, M ^{[1
]}

机构：

[1] Waseda Univ, Dept Elect Elect Comp Engn, Shinjuku Ku, Tokyo 1698555, Japan

来源：

ICONIP'98: THE FIFTH INTERNATIONAL CONFERENCE ON NEURAL INFORMATION PROCESSING JOINTLY WITH JNNS'98: THE 1998 ANNUAL CONFERENCE OF THE JAPANESE NEURAL NETWORK SOCIETY - PROCEEDINGS, VOLS 1-3 | 1998年

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

A hierarchical Bayesian scheme with neural nets is used to predict chaotic time series.

引用

页码：1020 / 1023

页数：4

共 50 条

[31] Prediction of chaotic time series with NARX recurrent dynamic neural networks
Diaconescu, Eugen
[J]. PROCEEDINGS OF THE 9TH WSEAS INTERNATIONAL CONFERENCE ON AUTOMATION AND INFORMATION, 2008, : 248 - +
[32] Multivariate Chaotic Time Series Prediction Based on NARX Neural Networks
Xiu, Yan
Zhang, Wei
[J]. PROCEEDINGS OF THE 2017 2ND INTERNATIONAL CONFERENCE ON ELECTRICAL, AUTOMATION AND MECHANICAL ENGINEERING (EAME 2017), 2017, 86 : 164 - 167
[33] Chaotic time series prediction based on evolving recurrent neural networks
Ma, Qian-Li
Zheng, Qi-Lun
Peng, Hong
Zhong, Tan-Wei
Xu, Li-Qiang
[J]. PROCEEDINGS OF 2007 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2007, : 3496 - +
[34] PREDICTION OF CHAOTIC TIME SERIES WITH NEURAL NETWORKS AND THE ISSUE OF DYNAMIC MODELING
Principe, Jose C.
Rathie, Alok
Kuo, Jyh-Ming
[J]. INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 1992, 2 (04): : 989 - 996
[35] Hierarchical Bayesian time series models
Berliner, LM
[J]. MAXIMUM ENTROPY AND BAYESIAN METHODS, 1996, 79 : 15 - 22
[36] Time series prediction via neural network inversion
Yan, L
Miller, DJ
[J]. ICASSP '99: 1999 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, PROCEEDINGS VOLS I-VI, 1999, : 1049 - 1052
[37] A hierarchical Bayesian learning framework for autoregressive neural network modeling of time series
Acernese, F
De Rosa, R
Milano, L
Barone, F
Eleuteri, A
Tagliaferri, R
[J]. ISPA 2003: PROCEEDINGS OF THE 3RD INTERNATIONAL SYMPOSIUM ON IMAGE AND SIGNAL PROCESSING AND ANALYSIS, PTS 1 AND 2, 2003, : 897 - 902
[38] Bayesian regularization neural network model for stock time series prediction
Hou, Yue
Xie, Bin
Liu, Heng
[J]. International Journal of Performability Engineering, 2019, 15 (12): : 3271 - 3278
[39] A hierarchical Bayes approach to nonlinear time series prediction with neural nets
Matsumoto, T
Hamagishi, H
Chonan, Y
[J]. 1997 IEEE INTERNATIONAL CONFERENCE ON NEURAL NETWORKS, VOLS 1-4, 1997, : 2028 - 2033
[40] Hierarchical Evolving Fuzzy System: A Method for Multidimensional Chaotic Time Series Online Prediction
Hu, Lei
Xu, Xinghan
Ren, Weijie
Han, Min
[J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2024, 32 (06) : 3329 - 3341

← 1 2 3 4 5 →