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Fusion of heterogeneous attention mechanisms in multi-view convolutional neural network for text classification 期刊论文
INFORMATION SCIENCES, 2021, 卷号: 548, 页码: 295-312
Authors:  Liang, Yunji;  Li, Huihui;  Guo, Bin;  Yu, Zhiwen;  Zheng, Xiaolong;  Samtani, Sagar;  Zeng, Daniel D.
Favorite  |  View/Download:12/0  |  Submit date:2021/03/08
View attention  Spatial attention  Multi-view representation  Series and parallel connection  Conventional neural network  Text classification  
Risk perception and intelligent decision in complex social information network 期刊论文
INDUSTRIAL MANAGEMENT & DATA SYSTEMS, 2020, 页码: 12
Authors:  Wu, Desheng;  Song, Jingxiu;  Bian, Yuan;  Zheng, Xiaolong;  Zhang, Zhu
Favorite  |  View/Download:4/0  |  Submit date:2021/03/08
Complex information network  Risk perception  Intelligent decision making  Integrated platform  
Analyzing the co-movement and its spatial-temporal patterns in Chinese stock market 期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2020, 卷号: 555, 页码: 14
Authors:  Chen, Hanxiao;  Zheng, Xiaolong;  Zeng, Daniel Dajun
Favorite  |  View/Download:28/0  |  Submit date:2020/07/20
Stock co-movement  Spatial-temporal patterns  Triangulated Maximally  Filtered Graph  Exponential weighted Pearson correlation  
Analyzing the co-movement and its spatial-temporal patterns in Chinese stock market 期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2020, 卷号: 555, 页码: 14
Authors:  Chen, Hanxiao;  Zheng, Xiaolong;  Zeng, Daniel Dajun
Favorite  |  View/Download:32/0  |  Submit date:2020/07/20
Stock co-movement  Spatial-temporal patterns  Triangulated Maximally  Filtered Graph  Exponential weighted Pearson correlation  
A multi-view attention-based deep learning system for online deviant content detection 期刊论文
WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS, 2020, 页码: 24
Authors:  Liang, Yunji;  Guo, Bin;  Yu, Zhiwen;  Zheng, Xiaolong;  Wang, Zhu;  Tang, Lei
Favorite  |  View/Download:2/0  |  Submit date:2021/01/07
Deviant content  Deep learning  Ensemble learning  View attention  Social media  
Analyzing the dynamic sectoral influence in Chinese and American stock markets 期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2019, 卷号: 536, 页码: 15
Authors:  Tian, Hu;  Zheng, Xiaolong;  Zeng, Daniel Danjun
Favorite  |  View/Download:32/0  |  Submit date:2020/03/30
Sectoral influence  Multi-time scales  Causal network  Granger causality  Empirical mode decomposition  
A survey on big data-driven digital phenotyping of mental health 期刊论文
INFORMATION FUSION, 2019, 卷号: 52, 页码: 290-307
Authors:  Liang, Yunji;  Zheng, Xiaolong;  Zeng, Daniel D.
Favorite  |  View/Download:54/0  |  Submit date:2019/12/16
Digital phenotyping  Big data  Mental health  Data mining  Information fusion  
Synergistic triple-combination therapy with hyaluronic acid-shelled PPy/CPT nanoparticles results in tumor regression and prevents tumor recurrence and metastasis in 4T1 breast cancer 期刊论文
BIOMATERIALS, 2019, 卷号: 217, 页码: 13
Authors:  Sun, Wei;  Du, Yang;  Liang, Xiaolong;  Yu, Chunyao;  Fang, Junjie;  Lu, Wei;  Guo, Xiuyu;  Tian, Jie;  Jin, Yinhua;  Zheng, Jianjun
Favorite  |  View/Download:51/0  |  Submit date:2019/12/16
Breast cancer  Polypyrrole nanoparticle  Hyaluronic acid  Photothermal therapy  Triple-combination therapy  
Modeling online user behaviors with competitive interactions 期刊论文
INFORMATION & MANAGEMENT, 2019, 卷号: 56, 期号: 4, 页码: 463-475
Authors:  He, Saike;  Zheng, Xiaolong;  Zeng, Daniel Dajun
Favorite  |  View/Download:57/0  |  Submit date:2019/07/11
Online behaviors  Competitive interactions  Homophily  Homeostasis  Social media  
A sequential feature extraction method based on discrete wavelet transform, phase space reconstruction, and singular value decomposition and an improved extreme learning machine for rolling bearing fault diagnosis 期刊论文
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART E-JOURNAL OF PROCESS MECHANICAL ENGINEERING, 2018, 卷号: 232, 期号: 6, 页码: 635-649
Authors:  Li, D. Z.;  Zheng, X.;  Xie, Q. W.;  Jin, Q. B.
Favorite  |  View/Download:28/0  |  Submit date:2019/07/12
Fault identification classification  rolling bearing  discrete wavelet transform  phase space reconstruction  singular value decomposition  improved extreme learning machine