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语种:英语
资助机构:National Natural Science Foundation of China
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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
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浏览/下载:184/0
  |  
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
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浏览/下载:173/0
  |  
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
Design and Locomotion Control of a Dactylopteridae-Inspired Biomimetic Underwater Vehicle With Hybrid Propulsion
期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2021, 页码: 13
作者:
Zhang, Tiandong
;
Wang, Rui
;
Wang, Yu
;
Cheng, Long
;
Wang, Shuo
;
Tan, Min
Adobe PDF(4770Kb)
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浏览/下载:251/42
  |  
提交时间:2022/01/27
Propulsion
DC motors
Robots
Control systems
Servomotors
Underwater vehicles
Sports
Biomimetic underwater vehicle (BUV)
body andor caudal fin (BCF)
median and or paired fin (MPF) hybrid propulsion
central pattern generators (CPGs)
fuzzy proportion integral differential (PID)
A novel framework of collaborative early warning for COVID-19 based on blockchain and smart contracts
期刊论文
INFORMATION SCIENCES, 2021, 卷号: 570, 页码: 124-143
作者:
Ouyang, Liwei
;
Yuan, Yong
;
Cao, Yumeng
;
Wang, Fei-Yue
Adobe PDF(1322Kb)
  |  
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  |  
浏览/下载:284/59
  |  
提交时间:2021/08/15
Blockchain
Smart contracts
Federated learning
Learning markets
Collaborative early warning
Exploration of swimming performance for a biomimetic multi-joint robotic fish with a compliant passive joint
期刊论文
Bioinspiration & Biomimetics, 2020, 卷号: 16, 期号: 2, 页码: 14
作者:
Chen,Di
;
Wu,Zhengxing
;
Dong,Huijie
;
Tan,Min
;
Yu,Junzhi
Adobe PDF(2460Kb)
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浏览/下载:339/32
  |  
提交时间:2021/02/18
robotic fish
biomimetic
compliant passive joint
dynamic modeling
swimming performance
Reducing Calibration Efforts in RSVP Tasks With Multi-Source Adversarial Domain Adaptation
期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2020, 卷号: 28, 期号: 11, 页码: 2344-2355
作者:
Wei, Wei
;
Qiu, Shuang
;
Ma, Xuelin
;
Li, Dan
;
Wang, Bo
;
He, Huiguang
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Adobe PDF(2448Kb)
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浏览/下载:372/96
  |  
提交时间:2021/01/06
Electroencephalography
Calibration
Correlation
Brain modeling
Task analysis
Feature extraction
Visualization
EEG
RSVP-based BCI
calibration reduction
multi-source domain adaptation
correlation metric learning
Contextual deconvolution network for semantic segmentation
期刊论文
PATTERN RECOGNITION, 2020, 卷号: 101, 页码: 11
作者:
Fu, Jun
;
Liu, Jing
;
Li, Yong
;
Bao, Yongjun
;
Yan, Weipeng
;
Fang, Zhiwei
;
Lu, Hanqing
Adobe PDF(3400Kb)
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收藏
  |  
浏览/下载:393/93
  |  
提交时间:2020/06/02
Semantic segmentation
Deconvolution network
Channel contextual module
Spatial contextual module
Traffic Flow Imputation Using Parallel Data and Generative Adversarial Networks
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2020, 卷号: 21, 期号: 4, 页码: 1624-1630
作者:
Chen, Yuanyuan
;
Lv, Yisheng
;
Wang, Fei-Yue
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Adobe PDF(2070Kb)
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浏览/下载:361/65
  |  
提交时间:2020/06/02
Generators
Data models
Gallium nitride
Generative adversarial networks
Training
Loss measurement
Biological system modeling
Parallel data
generative adversarial networks
traffic flow imputation
data augmentation
deep learning