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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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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
Authors:
Huang, Jian
;
Ding, Wen
;
Zhang, Jiarun
;
Li, Zhao
;
Shu, Ting
;
Kuosmanen, Pekka
;
Zhou, Guanqun
;
Zhou, Chuan
;
Yu, Gang
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  |  
View/Download:33/0
  |  
Submit date:2023/02/07
pneumonia diagnosis
active learning
variational autoencoders
brain-like computing
human-centric computing
Vector semi-rational rogon-solitons and asymptotic analysis for any multi-component Hirota equations with mixed backgrounds
期刊论文
COMMUNICATIONS IN THEORETICAL PHYSICS, 2022, 卷号: 74, 期号: 9, 页码: 17
Authors:
Weng, Weifang
;
Zhang, Guoqiang
;
Chen, Shuyan
;
Zhou, Zijian
;
Yan, Zhenya
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View/Download:23/0
  |  
Submit date:2023/02/07
Multi-componentHirotaequations
mixedbackgrounds
modifiedDarbouxtransform
semi-rational RWs and W-shaped solitons
asymptotic analysis
Data-Driven Deep Learning for The Multi-Hump Solitons and Parameters Discovery in NLS Equations with Generalized PT-Scarf-II Potentials
期刊论文
NEURAL PROCESSING LETTERS, 2022, 页码: 19
Authors:
Zhong, Ming
;
Zhang, Jian-Guo
;
Zhou, Zijian
;
Tian, Shou-Fu
;
Yan, Zhenya
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View/Download:25/0
  |  
Submit date:2023/02/07
Focusing and defocusing nonlinear Schrodinger equations
Generalized PT-Scarf-II potential
Physics-informed deep neural networks
Data-driven solitons and parameters discovery
eFraudCom: An E-commerce Fraud Detection System via Competitive Graph Neural Networks
期刊论文
ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2022, 卷号: 40, 期号: 3, 页码: 29
Authors:
Zhang, Ge
;
Li, Zhao
;
Huang, Jiaming
;
Wu, Jia
;
Zhou, Chuan
;
Yang, Jian
;
Gao, Jianliang
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View/Download:144/0
  |  
Submit date:2022/04/29
Online e-commerce platforms
fraud detection system
graph neural networks
Explicit construction of minimum bandwidth rack-aware regenerating codes
期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2022, 卷号: 65, 期号: 7, 页码: 2
Authors:
Zhou, Liyang
;
Zhang, Zhifang
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View/Download:74/0
  |  
Submit date:2022/04/29
Rack-Aware Regenerating Codes With Multiple Erasure Tolerance
期刊论文
IEEE TRANSACTIONS ON COMMUNICATIONS, 2022, 卷号: 70, 期号: 7, 页码: 4316-4326
Authors:
Zhou, Liyang
;
Zhang, Zhifang
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  |  
View/Download:22/0
  |  
Submit date:2023/02/07
Maintenance engineering
Codes
Bandwidth
Symbols
Costs
Systematics
Encoding
Regenerating code
rack-aware storage
repair bandwidth
Deciphering the Spatial Modular Patterns of Tissues by Integrating Spatial and Single-Cell Transcriptomic Data
期刊论文
JOURNAL OF COMPUTATIONAL BIOLOGY, 2022, 页码: 14
Authors:
Shan, Xu
;
Chen, Jinyu
;
Dong, Kangning
;
Zhou, Wei
;
Zhang, Shihua
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View/Download:17/0
  |  
Submit date:2023/02/07
data integration
single-cell transcriptomics
spatial modular patterns
spatial transcriptomics
The impact of trade policy on global supply chain network equilibrium: A new perspective of product-market chain competition
期刊论文
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2022, 卷号: 109, 页码: 18
Authors:
Feng, Pingping
;
Zhou, Xiaoyang
;
Zhang, Ding
;
Chen, Zhaobo
;
Wang, Shouyang
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  |  
View/Download:25/0
  |  
Submit date:2023/02/07
Inter-chain competition
Trade policy
Product-market chain
Cournot-Nash equilibrium
Likelihood identifiability and parameter estimation with nonignorable missing data
期刊论文
CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 2022, 页码: 20
Authors:
ZHENG, Siming
;
ZHANG, Juan
;
ZHOU, Yong
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View/Download:25/0
  |  
Submit date:2023/02/07
Equivalent asymptotic efficiency
exponentially tilting
generalized method of moments
identifiability
nonignorable missingness
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
Authors:
Lin, Xixun
;
Li, Zhao
;
Zhang, Peng
;
Liu, Luchen
;
Zhou, Chuan
;
Wang, Bin
;
Tian, Zhihong
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  |  
View/Download:45/0
  |  
Submit date: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)