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Fuzzy C-Means Clustering Based Deep Patch Learning With Improved Interpretability for Classification Problems
期刊论文
IEEE ACCESS, 2022, 卷号: 10, 页码: 49873-49891
作者:
Huang, Yunhu
;
Chen, Dewang
;
Zhao, Wendi
;
Lv, Yisheng
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2022/07/25
Computational modeling
Training
Microwave integrated circuits
Deep learning
Data models
Artificial neural networks
Training data
Fuzzy c-means (FCM) clustering
maximal information coefficient (MIC)
random input (RI)
deep patch learning classifier
interpretability
NDGCN: Network in Network, Dilate Convolution and Graph Convolutional Networks Based Transportation Mode Recognition
期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2021, 卷号: 70, 期号: 3, 页码: 2138-2152
作者:
Qin, Yanjun
;
Luo, Haiyong
;
Zhao, Fang
;
Wang, Chenxing
;
Fang, Yuchen
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  |  
浏览/下载:37/0
  |  
提交时间:2021/12/01
Transportation
Smart phones
Feature extraction
Discrete wavelet transforms
Convolution
Acceleration
Correlation coefficient
Mobile sensing
transportation mode
NIN
Dilate Convolution
GCN
Exploring and quantifying the relationship between instantaneous wind speed and turbidity in a large shallow lake: case study of Lake Taihu in China
期刊论文
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2021, 卷号: 28, 期号: 13, 页码: 16616-16632
作者:
Ding, Wenhao
;
Zhao, Jinxiao
;
Qin, Boqiang
;
Wu, Tingfeng
;
Zhu, Senlin
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  |  
浏览/下载:25/0
  |  
提交时间:2022/03/10
Direct Multistep Wind Speed Forecasting Using LSTM Neural Network Combining EEMD and Fuzzy Entropy
期刊论文
APPLIED SCIENCES-BASEL, 2019, 卷号: 9, 期号: 1
作者:
Qin, Qiong
;
Lai, Xu
;
Zou, Jin
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  |  
浏览/下载:5/0
  |  
提交时间:2019/12/05
wind speed forecasting
long short-term memory
neural network
ensemble empirical mode decomposition
fuzzy entropy
maximal information coefficient
autocorrelation
Sorption of Phenanthrene onto Diatomite under the Influences of Solution Chemistry: A Study of Linear Sorption based on Maximal Information Coefficient
期刊论文
JOURNAL OF ENVIRONMENTAL INFORMATICS, 2019, 卷号: 34, 期号: 1, 页码: 35-44
作者:
Zhao, S.
;
Huang, W. W.
;
Wang, X. Q.
;
Fan, Y. R.
;
An, C. J.
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/11
phenanthrene
linear sorption
diatomite
maximal information
coefficient
The big data analysis of rail equipment accidents based on the maximal information coefficient
期刊论文
Journal of Transportation Safety and Security, 2019
作者:
Shao F.
;
Yang S.
;
Sun B.
;
Jia L.
;
Dong Y.
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/12/11
Big data
rail equipment accident
temporal analysis
the maximal information coefficient
Maximal Information Coefficient and Support Vector Regression Based Nonlinear Feature Selection and QSAR Modeling on Toxicity of Alcohol Compounds to Tadpoles of Rana temporaria
期刊论文
JOURNAL OF THE BRAZILIAN CHEMICAL SOCIETY, 2019, 卷号: Vol.30 No.2, 页码: 279-285
作者:
Wang, LF
;
Xing, PW
;
Wang, C
;
Zhou, XM
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  |  
浏览/下载:10/0
  |  
提交时间:2019/12/17
alcohol compounds
Rana temporaria
feature selection
support vector regression (SVR)
qualitative structure-activity relationship (QSAR)
An optimal safety assessment model for complex systems considering correlation and redundancy
期刊论文
2019, 卷号: 104, 页码: 38-56
作者:
Li, Gailing
;
Zhou, Zhijie
;
Hu, Changhua
;
Chang, Leilei
;
Zhang, Hongtao
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2019/12/20
Safety assessment
Sensitivity factor
Maximal information coefficient (MIC)
Correlation factor
Belief rule base (BRB)
Maximal Information Coefficient and Support Vector Regression Based Nonlinear Feature Selection and QSAR Modeling on Toxicity of Alcohol Compounds to Tadpoles of Rana temporaria
期刊论文
Journal of the Brazilian Chemical Society, 2019, 卷号: 30, 期号: 2, 页码: 279-285
作者:
Wang, Lifeng
;
Xing, Pengwei
;
Wang, Cong
;
Zhou, Xiaomao
;
Dai, Zhijun*
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2019/12/23
alcohol compounds
Rana temporaria
feature selection
support vector regression (SVR)
qualitative structure-activity relationship (QSAR)
基于多元统计分析的过程监测研究
学位论文
硕士, 沈阳: 中国科学院沈阳自动化研究所, 2017
作者:
王中伟
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  |  
浏览/下载:33/0
  |  
提交时间:2017/06/29
主元分析方法
支持向量数据描述
谱聚类
多模态过程监测
局部-全局模型
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