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Interval Type-2 Fuzzy Neural Networks for Chaotic Time Series Prediction: A Concise Overview
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 页码: 2720-2731
作者:
Han, Min
;
Zhong, Kai
;
Qiu, Tie
;
Han, Bing
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2019/12/02
Big data
chaotic time series prediction
computational intelligence (CI)
interval type-2 fuzzy neural network (IT2FNN)
The linguistic modeling of interval-valued time series: A perspective of granular computing
期刊论文
INFORMATION SCIENCES, 2019, 卷号: 478, 页码: 476-498
作者:
Lu, Wei
;
Zhou, Wei
;
Shan, Dan
;
Zhang, Liyong
;
Yang, Jianhua
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2019/12/02
Granular computing
Granular fuzzy modeling
Linguistic models
Interval-valued time series
A new fuzzy c-means clustering-based time series segmentation approach and its application on tunnel boring machine analysis
期刊论文
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2019, 卷号: 133
作者:
Song, Xueguan
;
Shi, Maolin
;
Wu, Jianguo
;
Sun, Wei
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  |  
浏览/下载:2/0
  |  
提交时间:2019/12/02
Tunnel boring machine
Time series segmentation
Fuzzy c-means clustering
Prior information
Dynamic time alignment kernel-based fuzzy clustering of non-equal length vector time series
期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2019, 卷号: 10, 页码: 3167-3179
作者:
Guo, Hongyue
;
Wang, Lidong
;
Liu, Xiaodong
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  |  
浏览/下载:5/0
  |  
提交时间:2019/12/02
Fuzzy clustering
Dynamic time alignment kernel
Time series clustering
The Modeling of Interval-Valued Time Series: A Method Based on Fuzzy Set Theory and Artificial Neural Networks
期刊论文
International Journal of Computational Intelligence and Applications, 2019, 卷号: 18
作者:
Zhou, Wei
;
Shan, Dan
;
Yang, Jianhua
;
Lu, Wei
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  |  
浏览/下载:20/0
  |  
提交时间:2019/12/02
Fuzzy inference
Fuzzy neural networks
Fuzzy sets
Information granules
Linguistics
Models
Neural networks
Time series analysis, Chronological order
Dynamic characteristics
Interval-valued
Interval-valued data
Model method
Possibility measure, Fuzzy set theory
Fuzzy time series forecasting based on axiomatic fuzzy set theory
期刊论文
NEURAL COMPUTING & APPLICATIONS, 2019, 卷号: 31, 页码: 3921-3932
作者:
Guo, Hongyue
;
Pedrycz, Witold
;
Liu, Xiaodong
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  |  
浏览/下载:8/0
  |  
提交时间:2019/12/02
AFS theory
Fuzzy time series
Time series forecasting
TAIEX
Handling forecasting problems based on fuzzy time series model and model error learning
期刊论文
Applied Soft Computing, 2019, 卷号: Vol.78, 页码: 109-118
作者:
Hao Wu
;
Haiming Long
;
Jiancheng Jiang
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2019/12/13
Fuzzy
time
series
Fuzzy
c-means
Fuzzy
Silhouette
Model
error
learning
Handling forecasting problems based on fuzzy time series model and model error learning
期刊论文
Applied Soft Computing, 2019
作者:
Hao Wu
;
Haiming Long
;
Jiancheng Jiang
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/13
Fuzzy
time
series
Fuzzy
c-means
Fuzzy
Silhouette
Model
error
learning
Handling forecasting problems based on fuzzy time series model and model error learning
期刊论文
APPLIED SOFT COMPUTING, 2019, 卷号: Vol.78, 页码: 109-118
作者:
Wu, H
;
Long, HM
;
Jiang, JC
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  |  
浏览/下载:5/0
  |  
提交时间:2019/12/17
Fuzzy time series
Fuzzy c-means
Fuzzy Silhouette
Model error learning
An evolving recurrent interval type-2 intuitionistic fuzzy neural network for online learning and time series prediction
期刊论文
APPLIED SOFT COMPUTING, 2019, 卷号: 78, 页码: 150-163
作者:
Chao, Luo
;
Tan, Chenhao
;
Wang, Xingyuan
;
Zheng, Yuanjie
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2019/12/11
Fuzzy neural networks
Interval type-2 intuitionistic fuzzy set
Online
learning
Time series prediction
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