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Interval prediction of short-term traffic speed with limited data input: Application of fuzzy-grey combined prediction model
期刊论文
Expert Systems with Applications, 2022, 卷号: 187
作者:
Song, Zhanguo
;
Feng, Wei
;
Liu, Weiwei
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2022/02/17
Decision support systems
Forecasting
Intelligent vehicle highway systems
Speed
Street traffic control
System theory
Autoregressive modelling
Autoregressive prediction model
Fuzzy information granulation
Gray autoregressive prediction model
Intelligent transportation systems
Interval prediction
Limited data
Prediction interval
Short-term traffic speed
Traffic speed
Predicting future locations of moving objects with deep fuzzy-LSTM networks
期刊论文
TRANSPORTMETRICA A-TRANSPORT SCIENCE, 2020, 卷号: 16, 期号: 1, 页码: 119-136
作者:
Li, Mingxiao
;
Lu, Feng
;
Zhang, Hengcai
;
Chen, Jie
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2020/05/19
Location prediction
fuzzy space partition
mobile phone data
trajectory data mining
deep learning
Accurate prediction of short-term photovoltaic power generation via a novel double-input-rule-modules stacked deep fuzzy method
期刊论文
ENERGY, 2020, 卷号: 212, 页码: 13
作者:
Li, Chengdong
;
Zhou, Changgeng
;
Peng, Wei
;
Lv, Yisheng
;
Luo, Xin
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  |  
浏览/下载:32/0
  |  
提交时间:2021/03/08
PV power generation prediction
Deep fuzzy model
Double input rule module
Data driven method
Least square method
Research on equipment fault prediction expert system based on big data dimension reduction
会议论文
Jinan, Virtual, China, June 19, 2020 - June 21, 2020
作者:
Zhu, Ningning
;
Song, Bin
;
Lu, Yan
;
Li, Yingtang
;
Zhu, Zhongzheng
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  |  
浏览/下载:10/0
  |  
提交时间:2020/12/18
Backpropagation
Big data
Crude oil
Dimensionality reduction
Expert systems
Fluid catalytic cracking
Forecasting
Fuzzy inference
Fuzzy logic
Fuzzy neural networks
Heavy oil production
Nonlinear control systems
Pattern recognition systemsData dimension reduction
Dimension reduction
Error back propagation
Heavy oil catalytic cracking
Inspection and maintenance
Petrochemical enterprise
Physical information
Prediction accuracy
Multiple model adaptive control of nonlinear systems based on clustering method and neural network
期刊论文
Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2019, 卷号: 41, 期号: 9, 页码: 2100-2106
作者:
Tang, Weiqiang
;
Long, Wenkun
;
Sun, Lijuan
;
Huang, Xiaoli
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  |  
浏览/下载:13/0
  |  
提交时间:2020/11/14
Clustering algorithms
Controllers
Fuzzy clustering
Least squares approximations
Neural networks
Nonlinear systems
Predictive analytics
Adaptive Control
Fuzzy c-means clustering algorithms
Multiple-model adaptive controls
Multiple-model methods
Nonlinear neural networks
Nonlinear prediction model
Recursive least squares method
Robust adaptive controller
Long-term electricity consumption forecasting based on expert prediction and fuzzy Bayesian theory
期刊论文
ENERGY, 2019, 卷号: 167, 页码: 1144-1154
作者:
Tang, Lei
;
Wang, Xifan
;
Wang, Xiuli
;
Shao, Chengcheng
;
Liu, Shiyu
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  |  
浏览/下载:15/0
  |  
提交时间:2019/11/19
Long-term
Annual electricity consumption
Load forecasting
Expert prediction
Fuzzy Bayes
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
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  |  
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)
A hierarchical prediction model for lane-changes based on combination of fuzzy C-means and adaptive neural network
期刊论文
Expert Systems with Applications, 2019, 卷号: 130, 页码: 265-275
作者:
Tang, Jinjun
;
Yu, Shaowei
;
Liu, Fang*
;
Chen, Xinqiang
;
Huang, Helai
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2019/12/03
Driving prediction
Driving simulation
Fuzzy C-means algorithm
Lane changes
Neural network
FKRR-MVSF: A Fuzzy Kernel Ridge Regression Model for Identifying DNA-Binding Proteins by Multi-View Sequence Features via Chou's Five-Step Rule.
期刊论文
International Journal of Molecular Sciences, 2019, 卷号: Vol.20 No.17, 页码: 4175
作者:
Zou, Yi
;
Ding, Yijie
;
Tang, Jijun
;
Guo, Fei
;
Peng, Li
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2019/11/21
DNA-binding proteins prediction
feature extraction
fuzzy kernel ridge regression
multiple kernel learning
protein sequence
A Fuzzy Adaptive Binary Global Learning Colonization-MLP model for Body Fat Prediction
其他
2019-01-01
作者:
Keivanian, Farshid
;
Chiong, Raymond
;
Hu, Zhongyi
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2019/12/05
Body Fat Prediction
Artificial Neural Networks
Feature Selection
Imperialist Competitive Algorithm
Fuzzy Inference System
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