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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
作者:  Zhu, Qing;  Zhang, Fan;  Liu, Shan;  Li, Yuze
收藏  |  浏览/下载：62/0  |  提交时间：2023/02/07
Crime inference  Public security  Spatial heterogeneity  Time-lag effect  Machine learning  
Static or dynamic? Characterize and forecast the evolution of urban crime distribution 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2022, 卷号: 190, 页码: 16
作者:  Zhu, Qing;  Zhang, Fan;  Liu, Shan;  Wang, Lin;  Wang, Shouyang
收藏  |  浏览/下载：114/0  |  提交时间：2022/04/02
Urban crime  Spatiotemporal framework  Crime distribution  Graph neural network  
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
作者:  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.
收藏  |  浏览/下载：147/0  |  提交时间：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  
Systemically important financial institutions in China: from view of tail risk spillover network 期刊论文
APPLIED ECONOMICS LETTERS, 2021, 页码: 7
作者:  Yang, Xin;  Chen, Shan;  Liu, Zhifeng;  Yang, Xiaoguang;  Huang, Chuangxia
收藏  |  浏览/下载：134/0  |  提交时间：2021/10/26
Financial institution  tail risk spillover network  panel data regression model  systemic risk  complex network  
Online Active Learning for Drifting Data Streams 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:  Liu, Sanmin;  Xue, Shan;  Wu, Jia;  Zhou, Chuan;  Yang, Jian;  Li, Zhao;  Cao, Jie
收藏  |  浏览/下载：150/0  |  提交时间：2022/04/02
Labeling  Data models  Uncertainty  Biological system modeling  Computational modeling  Cognition  Adaptation models  Active learning  concept drift  data stream classification  online incremental learning  
Jump volatility spillover network based measurement of systemic importance of Chinese financial institutions 期刊论文
INTERNATIONAL JOURNAL OF FINANCE & ECONOMICS, 2021, 页码: 13
作者:  Yang, Xin;  Chen, Shan;  Liu, Hong;  Yang, Xiaoguang;  Huang, Chuangxia
收藏  |  浏览/下载：139/0  |  提交时间：2021/04/26
Financial institution network  jump volatility  panel data regression model  
A Self-test Prediction Model to Determine the Probability Risk of Non-alcoholic Fatty Liver Disease 期刊论文
BIOMEDICAL AND ENVIRONMENTAL SCIENCES, 2020, 卷号: 33, 期号: 11, 页码: 857-861
作者:  Li Qiang;  Shen Qun Lun;  Xu Chao Nan;  Li Ming Liang;  Ma Zhi Min;  Zhang Shan;  Chen Shuo;  Zhang Min Ying;  Zhang Jing Bo;  Liu Feng;  Yang Xing Hua
收藏  |  浏览/下载：148/0  |  提交时间：2021/04/26
A hybrid VMD-BiGRU model for rubber futures time series forecasting 期刊论文
APPLIED SOFT COMPUTING, 2019, 卷号: 84, 页码: 13
作者:  Zhu, Qing;  Zhang, Fan;  Liu, Shan;  Wu, Yiqiong;  Wang, Lin
收藏  |  浏览/下载：164/0  |  提交时间：2020/01/10
BiGRU  Rubber futures  Time series  VMD  Volatility prediction  
Detecting the evolving community structure in dynamic social networks 期刊论文
WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS, 2019, 页码: 19
作者:  Liu, Fanzhen;  Wu, Jia;  Xue, Shan;  Zhou, Chuan;  Yang, Jian;  Sheng, Quanzheng
收藏  |  浏览/下载：152/0  |  提交时间：2020/05/24
Dynamic social networks  Community structure  Evolutionary clustering  Migration operator  
新时期中国居民消费总量与结构预测研究 期刊论文
系统科学与数学, 2018, 卷号: 038, 期号: 010, 页码: 1149
作者:  郑杉;  刘秀丽
收藏  |  浏览/下载：133/0  |  提交时间：2020/01/10