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北京航空航天大学 [39]
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会议论文 [20]
期刊论文 [19]
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2019 [10]
2018 [16]
2017 [4]
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专题:北京航空航天大学
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Deep depth-based representations of graphs through deep learning networks
期刊论文
NEUROCOMPUTING, 2019, 卷号: 336, 页码: 3-12
作者:
Bai, Lu
;
Cui, Lixin
;
Bai, Xiao
;
Hancock, Edwin R.
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/30
Depth-based representations
Deep representations
Deep autoencoder networks
Prototype representations
Network embedding by fusing multimodal contents and links
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2019, 卷号: 171, 页码: 44-55
作者:
Huang, Feiran
;
Zhang, Xiaoming
;
Xu, Jie
;
Li, Chaozhuo
;
Li, Zhoujun
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2019/12/30
Multimodal learning
Multi-view learning
Network embedding
Variational autoencoder
Attention model
Generative Neural Networks for Anomaly Detection in Crowded Scenes
期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2019, 卷号: 14, 页码: 1390-1399
作者:
Wang, Tian
;
Qiao, Meina
;
Lin, Zhiwei
;
Li, Ce
;
Snoussi, Hichem
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/12/30
Spatio-temporal
anomaly detection
variational autoencoder
loss function
Active Transfer Learning Network: A Unified Deep Joint Spectral-Spatial Feature Learning Model for Hyperspectral Image Classification
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 卷号: 57, 页码: 1741-1754
作者:
Deng, Cheng
;
Xue, Yumeng
;
Liu, Xianglong
;
Li, Chao
;
Tao, Dacheng
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2019/12/30
Active learning (AL)
deep learning
hyperspectral image (HSI) classification
multiple-feature representation
stacked sparse autoencoder (SSAE)
transfer learning (TL)
A novel spectral-spatial classification technique for multispectral images using extended multi-attribute profiles and sparse autoencoder
期刊论文
REMOTE SENSING LETTERS, 2019, 卷号: 10, 页码: 30-38
作者:
Teffahi, Hanane
;
Yao, Hongxun
;
Chaib, Souleyman
;
Belabid, Nasreddine
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/30
Deep learning
Extraction
Feature extraction
Remote sensing
Support vector machines
Classification accuracy
Classification approach
Classification framework
Classification methods
Multispectral images
Spatial informations
Spectral information
Spectral-spatial classification
Image classification
An Energy-Efficient Data Collection Scheme Using Denoising Autoencoder in Wireless Sensor Networks
期刊论文
TSINGHUA SCIENCE AND TECHNOLOGY, 2019, 卷号: 24, 页码: 86-96
作者:
Li, Guorui
;
Peng, Sancheng
;
Wang, Cong
;
Niu, Jianwei
;
Yuan, Ying
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/30
wireless sensor networks
data collection
neural networks
autoencoder
data reconstruction
EEG Classification of Motor Imagery Using a Novel Deep Learning Framework
期刊论文
SENSORS, 2019, 卷号: 19
作者:
Dai, Mengxi
;
Zheng, Dezhi
;
Na, Rui
;
Wang, Shuai
;
Zhang, Shuailei
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2019/12/30
EEG
deep learning
short-time Fourier transform
convolutional neural network
variational autoencoder
High-Voltage Circuit Breaker Fault Diagnosis Using a Hybrid Feature Transformation Approach Based on Random Forest and Stacked Autoencoder
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2019, 卷号: 66, 页码: 9777-9788
作者:
Ma, Suliang
;
Chen, Mingxuan
;
Wu, Jianwen
;
Wang, Yuhao
;
Jia, Bowen
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2019/12/30
Fault diagnosis
feature transformation
high-voltage circuit breaker (HVCB)
random forest (RF)
stacked autoencoder (SAE)
wavelet packet decomposition
Modulation classification based on denoising autoencoder and convolutional neural network with GNU radio
会议论文
IET International Radar Conference 2018, IRC 2018, Nanjing City, China, 2018-10-17
作者:
Wang, Jun
;
Wang, Wenfeng
;
Luo, Feixiang
;
Wei, Shaoming
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2019/12/30
Learning Compact and Discriminative Stacked Autoencoder for Hyperspectral Image Classification
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 卷号: 57, 页码: 4823-4833
作者:
Zhou, Peicheng
;
Han, Junwei
;
Cheng, Gong
;
Zhang, Baochang
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/30
Discriminative stacked autoencoder (DSAE)
diversity regularization
hyperspectral image (HSI) classification
local Fisher discriminative regularization
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