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Deep patch learning algorithms with high interpretability for regression problems
期刊论文
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2022, 页码: 38
作者:
Huang, Yunhu
;
Chen, Dewang
;
Zhao, Wendi
;
Lv, Yisheng
;
Wang, Shiping
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2022/07/25
deep learning
deep patch learning fuzzy system
fuzzy C-means clustering
interpretability
maximum information coefficient (MIC)
Pearson's correlation coefficients (PCC)
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:16/0
  |  
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
Trip Purposes Mining From Mobile Signaling Data
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 99, 期号: 99, 页码: 13
作者:
Li, Zhishuai
;
Xiong, Gang
;
Wei, Zebing
;
Zhang, Yu
;
Zheng, Meng
收藏
  |  
浏览/下载:42/0
  |  
提交时间:2022/01/27
Cellular networks
Trajectory
Semantics
Unsupervised learning
Supervised learning
Resource management
Public transportation
Trip purpose inference
cellular network data
latent Dirichlet allocation
travel behavior
big data
Deep Neural Fuzzy System Oriented toward High-Dimensional Data and Interpretable Artificial Intelligence
期刊论文
APPLIED SCIENCES-BASEL, 2021, 卷号: 11, 期号: 16, 页码: 19
作者:
Chen, Dewang
;
Cai, Jijie
;
Huang, Yunhu
;
Lv, Yisheng
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2021/11/03
interpretability
high-dimensional data
adaptive neuro-fuzzy inference system
deep neural fuzzy system
From Sr2Nb2O7 to CaxSr2-xNb2O7 : An Effective Enhancement of Nonlinear Optical Activity by a Simple Way of Cation ion Substituting
期刊论文
CRYSTAL GROWTH & DESIGN, 2018, 卷号: 18, 页码: 4140-4149
作者:
Zhang, Lizhen
;
Wu, Hui
;
Lin, Yanping
;
Yuan, FeiFei
;
Huang, Yisheng
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2019/11/21
Land subsidence due to groundwater pumping and recharge: considering the particle-deposition effect in ground-source heat-pump engineering
期刊论文
HYDROGEOLOGY JOURNAL, 2018, 卷号: 26, 期号: 3, 页码: 789-802
作者:
Cui, Xianze
;
Liu, Quansheng
;
Zhang, Chengyuan
;
Huang, Yisheng
;
Fan, Yong
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2018/06/05
Subsidence
Ground deformation
Particle deposition
Artificial recharge
China
cTAGE5/MEA6 plays a critical role in neuronal cellular components trafficking and brain development.
期刊论文
Proceedings of the National Academy of Sciences of the United States of America, 2018
作者:
Zhang Feng
;
Wang Yaqing
;
Wang Tao
;
Yao Li
;
Lam Sin Man
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/12/26
COPII
MEA6
brain
development
cTAGE5
vesicle
trafficking
Icotinib versus whole-brain irradiation in patients with EGFR-mutant non-small-cell lung cancer and multiple brain metastases (BRAIN): a multicentre, phase 3, open-label, parallel, randomised controlled trial
期刊论文
The Lancet Respiratory Medicine, 2017, 卷号: 5, 期号: 9, 页码: 707-716
作者:
Yang, Jin-Ji
;
Zhou, Caicun
;
Huang, Yisheng
;
Feng, Jifeng
;
Lu, Sun
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  |  
浏览/下载:9/0
  |  
提交时间:2019/12/03
Multiple symmetric results for singular quasilinear elliptic systems with critical homogeneous nonlinearity (EI收录)
期刊论文
Mathematical Methods in the Applied Sciences, 2017, 卷号: 40, 页码: 1538-1552
作者:
Deng, Zhiying[1]
;
Zhang, Rui[2]
;
Huang, Yisheng[3]
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/04/24
Engineering
Mathematical techniques
Exploring the mode-locking laser performance of Yb:LaMgB5O10 crystal
期刊论文
OPTICAL MATERIALS EXPRESS, 2017, 卷号: 7, 期号: 11, 页码: 4183-4191
作者:
Lou, Fei
;
Zhang, Baitao
;
Huang, Yisheng
;
Teng, Bing
;
Jiang, Jieyu
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/12
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