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Granular Fuzzy Modeling for Multidimensional Numeric Data: A Layered Approach Based on Hyperbox
期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2019, 卷号: 27, 页码: 775-789
作者:
Lu, Wei
;
Shan, Dan
;
Pedrycz, Witold
;
Zhang, Liyong
;
Yang, Jianhua
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/12/02
Granular computing (GrC)
granular fuzzy models (GFMs)
hyperbox information granules
interval information granules
multidimensional numeric data
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
收藏
  |  
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
Interval Granular Fuzzy Models: Concepts and Development
期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 24140-24153
作者:
Shan, Dan
;
Lu, Wei
;
Yang, Jianhua
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/02
Interval granular fuzzy model
interval information granules
information granularity
fuzzy modeling
interval analysis
Granular Encoders and Decoders: A Study in Processing Information Granules
期刊论文
IEEE Transactions on Fuzzy Systems, 2017, 卷号: Vol.25 No.5, 页码: 1115-1126
作者:
ZhiwuLi
;
WitoldPedrycz
;
XiubinZhu
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/24
Fuzzy
sets
Decoding
Time
series
analysis
Numerical
models
Encoding
Electronic
mail
Particle
swarm
optimization
Encoding
and
decoding
granular
computing
higher
type
information
granules
information
granule
particle
swarm
optimization
reconstruction
error
representation
and
reconstruction
Feature subset selection based on fuzzy neighborhood rough sets (EI收录)
期刊论文
Knowledge-Based Systems, 2016, 卷号: 111, 页码: 173-179
作者:
Wang, Changzhong[1]
;
Shao, Mingwen[2]
;
He, Qiang[3]
;
Qian, Yuhua[4]
;
Qi, Yali[1]
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/04/24
Algorithms
Artificial intelligence
Feature extraction
Information granules
Learning systems
Pattern recognition
Fuzzy C-Means clustering of incomplete data based on probabilistic information granules of missing values
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2016, 卷号: 99, 页码: 51-70
作者:
Zhang, Liyong
;
Lu, Wei
;
Liu, Xiaodong
;
Pedrycz, Witold
;
Zhong, Chongquan
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/09
Fuzzy clustering
Incomplete data
Missing value
Probabilistic information granules
Alternating optimization
Granular transfer learning using type-2 fuzzy HMM for text sequence recognition
期刊论文
NEUROCOMPUTING, 2016, 卷号: 214, 页码: 126-133
作者:
Sun, Shichang
;
Yun, Jian
;
Lin, Hongfei
;
Zhang, Nanxun
;
Abraham, Ajith
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2019/12/09
Transfer learning
Information granules
Text sequence recognition
Type-2 fuzzy set
(Hidden Markov Model) HMM
Time series long-term forecasting model based on information granules and fuzzy clustering
期刊论文
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2015, 卷号: 41, 页码: 17-24
作者:
Wang, Weina
;
Pedrycz, Witold
;
Liu, Xiaodong
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/09
Information granules
Granular time series
Forecasting
Long-term forecasting
Dynamic time warping
Determination of temporal information granules to improve forecasting in fuzzy time series
期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2014, 卷号: 41, 页码: 3134-3142
作者:
Wang, Lizhu
;
Liu, Xiaodong
;
Pedrycz, Witold
;
Shao, Yongyun
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/09
Fuzzy time series
Gath-Geva (GG) clustering
Information granules
Enrollment
Segmentation
Numerical Prediction of Time Series Based on FCMs with Information Granules
期刊论文
INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2014, 卷号: 9, 页码: 313-324
作者:
Lu, W.
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/09
Fuzzy Cognitive Maps (FCMs)
time series
prediction
information granules
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