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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
An anticrime information support system design: Application of K-means-VMD-BiGRU in the city of Chicago
期刊论文
INFORMATION & MANAGEMENT, 2022, 卷号: 59, 期号: 5, 页码: 13
Authors:
Zhu, Qing
;
Zhang, Fan
;
Liu, Shan
;
Li, Yuze
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View/Download:23/0
  |  
Submit date:2023/02/07
Crime inference
Public security
Spatial heterogeneity
Time-lag effect
Machine learning
Can financial crisis be detected? Laplacian energy measure
期刊论文
EUROPEAN JOURNAL OF FINANCE, 2022, 页码: 28
Authors:
Huang, Chuangxia
;
Deng, Yunke
;
Yang, Xin
;
Yang, Xiaoguang
;
Cao, Jinde
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View/Download:22/0
  |  
Submit date:2023/02/07
Financial crisis
complex network
Laplacian energy
network structure
seasonal-trend decomposition procedure based on loess (STL)
Clustering using matrix product states
期刊论文
PHYSICAL REVIEW A, 2022, 卷号: 105, 期号: 5, 页码: 8
Authors:
Shi, Xiao
;
Shang, Yun
;
Guo, Chu
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View/Download:26/0
  |  
Submit date:2023/02/07
Deciphering spatial domains from spatially resolved transcriptomics with an adaptive graph attention auto-encoder
期刊论文
NATURE COMMUNICATIONS, 2022, 卷号: 13, 期号: 1, 页码: 12
Authors:
Dong, Kangning
;
Zhang, Shihua
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View/Download:68/0
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Submit date:2022/06/21
The emergence of triads on signed social network
期刊论文
EUROPEAN PHYSICAL JOURNAL PLUS, 2022, 卷号: 137, 期号: 3, 页码: 8
Authors:
Li, Zhenpeng
;
Tang, Xijin
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View/Download:64/0
  |  
Submit date:2022/04/29
A Comprehensive Survey on Community Detection With Deep Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 21
Authors:
Su, Xing
;
Xue, Shan
;
Liu, Fanzhen
;
Wu, Jia
;
Yang, Jian
;
Zhou, Chuan
;
Hu, Wenbin
;
Paris, Cecile
;
Nepal, Surya
;
Jin, Di
;
Sheng, Quan Z.
;
Yu, Philip S.
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View/Download:106/0
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Submit date:2022/04/29
Deep learning
Taxonomy
Optimization
Partitioning algorithms
Clustering algorithms
Social networking (online)
Peer-to-peer computing
Community detection
deep learning
graph neural network
network representation
social networks
Approximation Algorithms for the Capacitated Min-Max Correlation Clustering Problem
期刊论文
ASIA-PACIFIC JOURNAL OF OPERATIONAL RESEARCH, 2022, 页码: 13
Authors:
Ji, Sai
;
Li, Jun
;
Wu, Zijun
;
Xu, Yicheng
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View/Download:20/0
  |  
Submit date:2023/02/07
Capacitated clustering
min-max correlation clustering
integrality gap
approximation algorithm
An innovative ensemble learning air pollution early-warning system for China based on incremental extreme learning machine
期刊论文
ATMOSPHERIC POLLUTION RESEARCH, 2021, 卷号: 12, 期号: 9, 页码: 15
Authors:
Du, Zongjuan
;
Heng, Jiani
;
Niu, Mingfei
;
Sun, Shaolong
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View/Download:72/0
  |  
Submit date:2022/04/02
Air quality early-warning system
Length-changeable incremental extreme
learning machine
Hybrid ensemble model
Fuzzy evaluation
Clustering Hidden Markov Models With Variational Bayesian Hierarchical EM
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
Authors:
Lan, Hui
;
Liu, Ziquan
;
Hsiao, Janet H.
;
Yu, Dan
;
Chan, Antoni B.
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View/Download:79/0
  |  
Submit date:2022/04/02
Hidden Markov models
Bayes methods
Data models
Computational modeling
Mixture models
Clustering algorithms
Analytical models
Clustering
hidden Markov mixture model (H3M)
hierarchical EM
variational Bayesian (VB)