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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
Favorite  |  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
Favorite  |  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
Favorite  |  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
Favorite  |  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
Favorite  |  View/Download：68/0  |  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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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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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
Favorite  |  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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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.
Favorite  |  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)