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自动化研究所 [86]
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期刊论文 [173]
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2020 [199]
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Transformer Fault Diagnosis Method Based on Deep Belief Network and Improved Fuzzy C-means Clustering
期刊论文
Gaodianya Jishu/High Voltage Engineering, 2020, 卷号: 46, 期号: 12, 页码: 4258-4265
作者:
Liu, Zhongmin
;
Zhai, Yuxiao
;
Zhang, Xin
;
Zhou, Jinglong
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2022/02/17
Computer aided diagnosis
Failure analysis
Fuzzy neural networks
Fuzzy systems
Accuracy rate
Deep belief networks
Diagnostic accuracy
Fault classification
Fuzzy classification
Improved fuzzy c-means clustering
Transformer fault diagnosis
Transformer faults
Cross-domain personalized image captioning
期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2020, 卷号: 79, 期号: 45-46, 页码: 33333-33348
作者:
Long, Cuirong
;
Yang, Xiaoshan
;
Xu, Changsheng
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  |  
浏览/下载:16/0
  |  
提交时间:2021/03/02
Personalization
Image captioning
Domain adaptation
Knowledge-driven Egocentric Multimodal Activity Recognition
期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2020, 卷号: 16, 期号: 4, 页码: 21
作者:
Huang, Yi
;
Yang, Xiaoshan
;
Gao, Junyu
;
Sang, Jitao
;
Xu, Changsheng
收藏
  |  
浏览/下载:29/0
  |  
提交时间:2021/03/08
Egocentric videos
wearable sensors
graph neural networks
Multi-scale spatial context-based semantic edge detection
期刊论文
INFORMATION FUSION, 2020, 卷号: 64, 页码: 238-251
作者:
Ma, Wei
;
Gong, Chaofan
;
Xu, Shibiao
;
Zhang, Xiaopeng
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  |  
浏览/下载:16/0
  |  
提交时间:2021/01/07
Semantic edge detection
Convolutional neural network
Multi-scale feature fusion
Location-aware information fusion
Gradual fusion
Optimal Elevator Group Control via Deep Asynchronous Actor-Critic Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 12, 页码: 5245-5256
作者:
Wei, Qinglai
;
Wang, Lingxiao
;
Liu, Yu
;
Polycarpou, Marios M.
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  |  
浏览/下载:19/0
  |  
提交时间:2021/03/08
Elevators
Optimal control
Backpropagation
Machine learning
Neural networks
Learning (artificial intelligence)
Actor
–critic
adaptive dynamic programming
deep learning (DL)
elevator group control (EGC)
optimal control
reinforcement learning (RL)
Device Placement Optimization for Deep Neural Networks via One-shot Model and Reinforcement Learning
会议论文
Canberra, Australia, December 1-4
作者:
Zixiang Ding
;
Yaran Chen
;
Nannan Li
;
Dongbin Zhao
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2020/10/19
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:27/0
  |  
提交时间:2021/03/08
PV power generation prediction
Deep fuzzy model
Double input rule module
Data driven method
Least square method
SympNets: Intrinsic structure-preserving symplectic networks for identifying Hamiltonian systems
期刊论文
NEURAL NETWORKS, 2020, 卷号: 132, 页码: 166-179
作者:
Jin, Pengzhan
;
Zhang, Zhen
;
Zhu, Aiqing
;
Tang, Yifa
;
Karniadakis, George Em
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  |  
浏览/下载:54/0
  |  
提交时间:2021/04/26
Deep learning
Physics-informed
Dynamical systems
Hamiltonian systems
Symplectic maps
Symplectic integrators
A PM2.5 concentration prediction model based on multi-task deep learning for intensive air quality monitoring stations
期刊论文
JOURNAL OF CLEANER PRODUCTION, 2020, 卷号: 275, 页码: 13
作者:
Zhang, Qiang
;
Wu, Shun
;
Wang, Xiangwen
;
Sun, Binzhen
;
Liu, Haimeng
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2021/03/16
PM(2.5)prediction
Multi-task deep learning
Artificial intelligence
Intensive monitoring stations
Lanzhou city
Nonlocal Graph Convolutional Networks for Hyperspectral Image Classification
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 12, 页码: 8246-8257
作者:
Mou, Lichao
;
Lu, Xiaoqiang
;
Li, Xuelong
;
Zhu, Xiao Xiang
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  |  
浏览/下载:52/0
  |  
提交时间:2020/12/21
Hyperspectral imaging
Convolution
Task analysis
Recurrent neural networks
Semisupervised learning
Support vector machines
Graph convolutional network (GCN)
hyperspectral image classification
nonlocal graph
semisupervised learning
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