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科研机构
自动化研究所 [6]
地理科学与资源研究所 [2]
北京航空航天大学 [1]
地质与地球物理研究所 [1]
计算技术研究所 [1]
国家空间科学中心 [1]
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期刊论文 [16]
会议论文 [2]
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2019 [18]
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Spatial non-local attention for thoracic disease diagnosis and visualisation in weakly supervised learning
期刊论文
IET IMAGE PROCESSING, 2019, 卷号: 13, 期号: 11, 页码: 1922-1930
作者:
Yang, Menglin
;
Li, Ding
;
Zhang, Wensheng
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浏览/下载:60/0
  |  
提交时间:2019/12/16
feature extraction
diseases
medical image processing
patient diagnosis
image segmentation
image classification
supervised learning
image annotation
thoracic disease diagnosis
weakly supervised learning
computer-aided diagnosis
coarse image-level annotations
pathological area
nonlocal aware features
fine-grained expertise
clinical diagnosis
visualisation method
chest X-ray dataset
spatial nonlocal attention mechanism
ResNet-SNA
Discriminating schizophrenia using recurrent neural network applied on time courses of multi-site FMRI data
期刊论文
EBIOMEDICINE, 2019, 卷号: 47, 页码: 543-552
作者:
Yan, Weizheng
;
Calhoun, Vince
;
Song, Ming
;
Cui, Yue
;
Yan, Hao
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  |  
浏览/下载:119/0
  |  
提交时间:2019/12/16
Recurrent neural network (RNN)
Schizophrenia
Multi-site classification
fMRI
Striatum
Cerebellum
Deep learning
Time-Guided High-Order Attention Model of Longitudinal Heterogeneous Healthcare Data
会议论文
Cuvu, Yanuca Island, Fiji, 2019-8-26至2019-8-30
作者:
Huang, Yi
;
Yang, Xiaoshan
;
Xu, Changsheng
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  |  
浏览/下载:12/0
  |  
提交时间:2020/06/11
Learning "What" and "Where": An Interpretable Neural Encoding Model
会议论文
Budapest, Hungary, July 14-19, 2019
作者:
Wang, Haibao
;
Huang, Lijie
;
Du, Changde
;
He, Huiguang
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  |  
浏览/下载:11/0
  |  
提交时间:2020/06/10
Blind image quality assessment via learnable attention-based pooling
期刊论文
PATTERN RECOGNITION, 2019, 卷号: 91, 页码: 332-344
作者:
Gu, Jie
;
Meng, Gaofeng
;
Xiang, Shiming
;
Pan, Chunhong
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  |  
浏览/下载:54/0
  |  
提交时间:2019/05/15
Image quality assessment
Perceptual image quality
Visual attention
Convolutional neural network
Learnable pooling
The critical factors affecting typical organophosphate flame retardants to mimetic biomembrane: An integrated in vitro and in silico study
期刊论文
CHEMOSPHERE, 2019, 卷号: 226, 页码: 159-165
作者:
Wang, XQ
;
Meng, XJ
;
Li, F
;
Ding, JW
;
Ji, CL
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浏览/下载:35/0
  |  
提交时间:2020/07/08
Organophosphate flame retardants (OPFRs)
Quantitative structure-activity relationship (QSAR)
Mimetic biomembrane
Electrochemical impedance spectroscopy (EIS)
Partial least squares (PLS)
Redefining the climate niche of plant species: A novel approach for realistic predictions of species distribution under climate change
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 卷号: 671, 页码: 1086-1093
作者:
Ferrarini, Alessandro
;
Dai, Junhu
;
Bai, Yang
;
Alatalo, Juha M.
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  |  
浏览/下载:51/0
  |  
提交时间:2019/09/24
Climate change compensation
Network-like climate niche
Non-parametric Bayesian network
North America
Reverse climate simulations
Silene acaulis L
From Social to Individuals: A Parsimonious Path of Multi-Level Models for Crowdsourced Preference Aggregation
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2019, 卷号: 41, 期号: 4, 页码: 844-856
作者:
Yao, Yuan
;
Huang, Qingming
;
Cao, Xiaochun
;
Xiong, Jiechao
;
Xu, Qianqian
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  |  
浏览/下载:52/0
  |  
提交时间:2019/08/16
Preference aggregation
HodgeRank
mixed-effects models
linearized bregman iterations
personalized ranking
position bias
Application of interpretable machine learning models for the intelligent decision
期刊论文
NEUROCOMPUTING, 2019, 卷号: 333, 页码: 273-283
作者:
Li, Yawen
;
Yang, Liu
;
Yang, Bohan
;
Wang, Ning
;
Wu, Tian
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  |  
浏览/下载:61/0
  |  
提交时间:2019/03/05
Machine learning
XGBoost
R&D investments
Firm size
Innovation performance
Spectral Decomposition and a Waveform Cluster to Characterize Strongly Heterogeneous Paleokarst Reservoirs in the Tarim Basin, China
期刊论文
WATER, 2019, 卷号: 11, 期号: 2, 页码: 21
作者:
Shan, Xiaocai
;
Tian, Fei
;
Cheng, Fuqi
;
Yang, Changchun
;
Xin, Wei
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  |  
浏览/下载:41/0
  |  
提交时间:2019/04/22
karst system
Ordovician carbonate
spectral decomposition
waveform cluster
seismic interpretation
paleo-channels
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