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Integrated profiling of human pancreatic cancer organoids reveals chromatin accessibility features associated with drug sensitivity 期刊论文
NATURE COMMUNICATIONS, 2022, 卷号: 13, 期号: 1, 页码: 16
Authors:  Shi, Xiaohan;  Li, Yunguang;  Yuan, Qiuyue;  Tang, Shijie;  Guo, Shiwei;  Zhang, Yehan;  He, Juan;  Zhang, Xiaoyu;  Han, Ming;  Liu, Zhuang;  Zhu, Yiqin;  Gao, Suizhi;  Wang, Huan;  Xu, Xiongfei;  Zheng, Kailian;  Jing, Wei;  Chen, Luonan;  Wang, Yong;  Jin, Gang;  Gao, Dong
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Ensemble wavelet-learning approach for predicting the effective mechanical properties of concrete composite materials 期刊论文
COMPUTATIONAL MECHANICS, 2022, 页码: 31
Authors:  Linghu, Jiale;  Dong, Hao;  Cui, Junzhi
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Concrete composite materials  Weibull distribution  Equivalent mechanical parameters  Artificial neural networks  Wavelet transform  
Model-Free Reinforcement Learning by Embedding an Auxiliary System for Optimal Control of Nonlinear Systems 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 4, 页码: 1520-1534
Authors:  Xu, Zhenhui;  Shen, Tielong;  Cheng, Daizhan
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Mathematical model  Trajectory  Heuristic algorithms  Optimal control  System dynamics  Artificial neural networks  Convergence  Approximate optimal control design  auxiliary trajectory  completely model-free  integral reinforcement learning (IRL)  
Randomized difference-based gradient-free algorithm for distributed resource allocation 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2022, 卷号: 65, 期号: 4, 页码: 17
Authors:  Geng, Xiaoxue;  Zhao, Wenxiao
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resource allocation  distributed algorithm  randomized difference  
Set Stabilization of Boolean Control Networks via Output-Feedback Controllers 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2022, 页码: 10
Authors:  Jia, Yingzhe;  Wang, Biao;  Feng, Jun-E;  Cheng, Daizhan
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Stability criteria  Matrix converters  Switches  Heuristic algorithms  Nonlinear systems  Matrix decomposition  Linear systems  Boolean control network (BCN)  output-feedback stabilization  semitensor product of matrices  time-varying set stabilizers  
Annotating regulatory elements by heterogeneous network embedding 期刊论文
BIOINFORMATICS, 2022, 页码: 13
Authors:  Lu, Yurun;  Feng, Zhanying;  Zhang, Songmao;  Wang, Yong
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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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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
Authors:  Zhu, Qing;  Zhang, Fan;  Liu, Shan;  Wang, Lin;  Wang, Shouyang
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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
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  
Evaluating influential nodes for the Chinese energy stocks based on jump volatility spillover network 期刊论文
INTERNATIONAL REVIEW OF ECONOMICS & FINANCE, 2022, 卷号: 78, 页码: 81-94
Authors:  Huang, Chuangxia;  Zhao, Xian;  Deng, Yunke;  Yang, Xiaoguang;  Yang, Xin
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Complex network  Chinese energy stock market  High-frequency data  Jump volatility  Entropy weight TOPSIS