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中国科学院数学与系统科学研究院机构知识库
KMS Of Academy of mathematics and systems sciences, CAS
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发表日期:2022
文献类型:期刊论文
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Variational deep embedding-based active learning for the diagnosis of pneumonia
期刊论文
FRONTIERS IN NEUROROBOTICS, 2022, 卷号: 16, 页码: 7
作者:
Huang, Jian
;
Ding, Wen
;
Zhang, Jiarun
;
Li, Zhao
;
Shu, Ting
;
Kuosmanen, Pekka
;
Zhou, Guanqun
;
Zhou, Chuan
;
Yu, Gang
收藏
  |  
浏览/下载:103/0
  |  
提交时间:2023/02/07
pneumonia diagnosis
active learning
variational autoencoders
brain-like computing
human-centric computing
SCHEEPERS' CONJECTURE AND THE SCHEEPERS DIAGRAM
期刊论文
TRANSACTIONS OF THE AMERICAN MATHEMATICAL SOCIETY, 2022, 页码: 31
作者:
Peng, Yinhe
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  |  
浏览/下载:54/0
  |  
提交时间:2023/02/07
Subject Classification
Selection principles
Scheepers? conjecture
Scheepers diagram
almost finite
Improve Robustness and Accuracy of Deep Neural Network with L-2,L-infinity Normalization
期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2022, 页码: 26
作者:
Yu Lijia
;
Gao Xiao-Shan
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  |  
浏览/下载:70/0
  |  
提交时间:2023/02/07
Deep neural network
global robustness measure
L-2,L-infinity
normalization
over-fitting
Rademacher complexity
smooth DNN
Prediction of the transcription factor binding sites with meta-learning
期刊论文
METHODS, 2022, 卷号: 203, 页码: 207-213
作者:
Jing, Fang
;
Zhang, Shao-Wu
;
Zhang, Shihua
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  |  
浏览/下载:187/0
  |  
提交时间:2023/02/07
Convolution neural network
Transcription factor binding sites
Meta learning
Noisy labels data
Lithology Classification Based on Set-Valued Identification Method
期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2022, 页码: 16
作者:
Li Jing
;
Wu Lifang
;
Lu Wenjun
;
Wang Ting
;
Kang Yu
;
Feng Deyong
;
Zhou Hansheng
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  |  
浏览/下载:228/0
  |  
提交时间:2023/02/07
DT
lithology classification
LR
RF
set-valued model
SVM
The Economic Recovery from Traffic Restriction Policies during the COVID-19 through the Perspective of Regional Differences and Sustainable Development: Based on Human Mobility Data in China
期刊论文
SUSTAINABILITY, 2022, 卷号: 14, 期号: 11, 页码: 23
作者:
Li, Yawen
;
Yang, Yushan
;
Luo, Guorong
;
Huang, Jizhou
;
Wu, Tian
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  |  
浏览/下载:89/0
  |  
提交时间:2023/02/07
traffic restriction
sustainable economic development
human mobility data
Online Semisupervised Active Classification for Multiview PolSAR Data
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 卷号: 52, 期号: 6, 页码: 4415-4429
作者:
Nie, Xiangli
;
Fan, Mingyu
;
Huang, Xiayuan
;
Yang, Wenjing
;
Zhang, Bo
;
Ma, Xiaoshuang
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  |  
浏览/下载:102/0
  |  
提交时间:2023/02/07
Task analysis
Feature extraction
Heuristic algorithms
Data models
Manifolds
Semisupervised learning
Training
Online active learning
online multiview learning
online semisupervised learning (SSL)
polarimetric synthetic aperture radar (PolSAR) data classification
VP-Detector: A 3D multi-scale dense convolutional neural network for macromolecule localization and classification in cryo-electron tomograms
期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2022, 卷号: 221, 页码: 14
作者:
Hao, Yu
;
Wan, Xiaohua
;
Yan, Rui
;
Liu, Zhiyong
;
Li, Jintao
;
Zhang, Shihua
;
Cui, Xuefeng
;
Zhang, Fa
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  |  
浏览/下载:131/0
  |  
提交时间:2023/02/07
Cryo-ET
Sub-tomogram averaging
Particle localization
Particle classification
Convolutional neural networks
Structure-Aware Prototypical Neural Process for Few-Shot Graph Classification
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15
作者:
Lin, Xixun
;
Li, Zhao
;
Zhang, Peng
;
Liu, Luchen
;
Zhou, Chuan
;
Wang, Bin
;
Tian, Zhihong
收藏
  |  
浏览/下载:120/0
  |  
提交时间:2023/02/07
Task analysis
Kernel
Training
Decoding
Stochastic processes
Predictive models
Computational modeling
Few-shot learning
graph classification
graph neural networks (GNNs)
neural process (NP)
Biomarker interaction selection and disease detection based on multivariate gain ratio
期刊论文
BMC BIOINFORMATICS, 2022, 卷号: 23, 期号: 1, 页码: 16
作者:
Chu, Xiao
;
Jiang, Mao
;
Liu, Zhuo-Jun
收藏
  |  
浏览/下载:60/0
  |  
提交时间:2023/02/07
Multivariate gain ratio
Biomarker interaction
Disease detection