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浏览/检索结果:
共72条,第1-10条
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收录类别:SCI
发表日期:2022
语种:英语
资助机构:National Natural Science Foundation of China
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A multi-scale, multi-region and attention mechanism-based deep learning framework for prediction of grading in hepatocellular carcinoma
期刊论文
MEDICAL PHYSICS, 2022, 页码: 13
作者:
Wei, Jingwei
;
Ji, Qian
;
Gao, Yu
;
Yang, Xiaozhen
;
Guo, Donghui
;
Gu, Dongsheng
;
Yuan, Chunwang
;
Tian, Jie
;
Ding, Dawei
收藏
  |  
浏览/下载:395/0
  |  
提交时间:2023/03/20
computed tomography
deep learning
hepatocellular carcinoma
histopathological grading
radiomics
ParaUDA: Invariant Feature Learning With Auxiliary Synthetic Samples for Unsupervised Domain Adaptation
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 卷号: 23, 期号: 11, 页码: 20217-20229
作者:
Zhang, Wenwen
;
Wang, Jiangong
;
Wang, Yutong
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:112/0
  |  
提交时间:2023/03/20
Adaptation models
Representation learning
Feature extraction
Task analysis
Semantics
Generative adversarial networks
Object detection
Object detection
unsupervised domain adaptation
distribution alignment
domain-invariant representation
Rethinking Pretraining as a Bridge From ANNs to SNNs
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 14
作者:
Lin, Yihan
;
Hu, Yifan
;
Ma, Shijie
;
Yu, Dongjie
;
Li, Guoqi
收藏
  |  
浏览/下载:346/0
  |  
提交时间:2023/03/20
Training
Task analysis
Neurons
Pipelines
Artificial neural networks
Feature extraction
Transfer learning
Event-driven dataset
neural network (NN) analysis
pretraining technique
spiking NN (SNN)
transfer learning
3DCANN: A Spatio-Temporal Convolution Attention Neural Network for EEG Emotion Recognition
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2022, 卷号: 26, 期号: 11, 页码: 5321-5331
作者:
Liu, Shuaiqi
;
Wang, Xu
;
Zhao, Ling
;
Li, Bing
;
Hu, Weiming
;
Yu, Jie
;
Zhang, Yu-Dong
收藏
  |  
浏览/下载:308/0
  |  
提交时间:2023/03/20
Electroencephalography
Feature extraction
Emotion recognition
Convolution
Brain modeling
Deep learning
Neural networks
3D convolution attention neural network
dual attention learning
EEG emotion recognition
spatio-temporal feature
A 2-D Long Short-Term Memory Fusion Networks for Bearing Remaining Useful Life Prediction
期刊论文
IEEE SENSORS JOURNAL, 2022, 卷号: 22, 期号: 22, 页码: 21806-21815
作者:
Li, Yuan
;
Wang, Huanjie
;
Li, Jingwei
;
Tan, Jie
收藏
  |  
浏览/下载:471/0
  |  
提交时间:2023/03/20
Hidden Markov models
Feature extraction
Predictive models
Sensors
Mathematical models
Data models
Adaptation models
2-D long short-term memory (2D-LSTM)
fault occurrence time (FOT) detection
information fusion unit (IFU)
remaining useful life (RUL) prediction
SSAU-Net: A Spectral-Spatial Attention-Based U-Net for Hyperspectral Image Fusion
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 16
作者:
Liu, Shuaiqi
;
Liu, Siyuan
;
Zhang, Shichong
;
Li, Bing
;
Hu, Weiming
;
Zhang, Yu-Dong
收藏
  |  
浏览/下载:267/0
  |  
提交时间:2023/03/20
Feature extraction
Matrix decomposition
Image fusion
Hyperspectral imaging
Spatial resolution
Tensors
Image reconstruction
Deep learning
hyperspectral image (HSI)
image fusion
multispectral image (MSI)
spectral-spatial attention
D-TNet: Category-Awareness Based Difference-Threshold Alternative Learning Network for Remote Sensing Image Change Detection
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 1-16
作者:
Wan, Ling
;
Tian, Ye
;
Kang, Wenchao
;
Ma, Lei
Adobe PDF(8963Kb)
  |  
收藏
  |  
浏览/下载:149/39
  |  
提交时间:2023/03/20
Category-awareness
change detection
optical remote sensing image
threshold learning
AutoMSNet: Multi-Source Spatio-Temporal Network via Automatic Neural Architecture Search for Traffic Flow Prediction
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 15
作者:
Fang, Shen
;
Zhang, Chunxia
;
Xiang, Shiming
;
Pan, Chunhong
收藏
  |  
浏览/下载:172/0
  |  
提交时间:2023/02/22
Deep learning
neural architecture search
graph convolution
meta-learning
traffic flow prediction
Subgraph-aware graph structure revision for spatial-temporal graph modeling
期刊论文
NEURAL NETWORKS, 2022, 卷号: 154, 页码: 190-202
作者:
Wang, Yuhu
;
Zhang, Chunxia
;
Xiang, Shiming
;
Pan, Chunhong
Adobe PDF(1781Kb)
  |  
收藏
  |  
浏览/下载:205/12
  |  
提交时间:2023/01/09
Graph structure learning
Graph neural network
Spatial-temporal graph modeling
Multi-View Multi-Label Fine-Grained Emotion Decoding From Human Brain Activity
期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2022, 页码: 1-15
作者:
Fu, Kaicheng
;
Du, Changde
;
Wang, Shengpei
;
He, Huiguang
Adobe PDF(4570Kb)
  |  
收藏
  |  
浏览/下载:325/76
  |  
提交时间:2022/12/27
Fine-grained Emotion Decoding
Multi-view Learning
Multi-label Learning
Variational Autoencoder
Product of Experts