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Forecasting carbon prices based on real-time decomposition and causal temporal convolutional networks 期刊论文
APPLIED ENERGY, 2023, 卷号: 331, 页码: 20
Authors:  Li, Dan;  Li, Yijun;  Wang, Chaoqun;  Chen, Min;  Wu, Qi
Favorite  |  View/Download:115/0  |  Submit date:2023/02/07
Carbon price forecast  Granger forecast  Real-time decomposition  Neural Granger causality  Causal temporal convolutional network  
Data-driven soliton mappings for integrable fractional nonlinear wave equations via deep learning with Fourier neural operator 期刊论文
CHAOS SOLITONS & FRACTALS, 2022, 卷号: 165, 页码: 14
Authors:  Zhong, Ming;  Yan, Zhenya
Favorite  |  View/Download:67/0  |  Submit date:2023/02/07
Integrable fractional nonlinear wave equations  Fourier neural operator  Deep learning  Data-driven soliton mapping  Activation function  Channel of fully-connected layer  
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:60/0  |  Submit date:2023/02/07
Crime inference  Public security  Spatial heterogeneity  Time-lag effect  Machine learning  
Conformalized temporal convolutional quantile regression networks for wind power interval forecasting 期刊论文
ENERGY, 2022, 卷号: 248, 页码: 16
Authors:  Hu, Jianming;  Luo, Qingxi;  Tang, Jingwei;  Heng, Jiani;  Deng, Yuwen
Favorite  |  View/Download:54/0  |  Submit date:2023/02/07
Wind power interval prediction  Temporal convolutional network  Conformalized quantile regression  
Multi-step-ahead wind speed forecasting based on a hybrid decomposition method and temporal convolutional networks 期刊论文
ENERGY, 2022, 卷号: 238, 页码: 22
Authors:  Li, Dan;  Jiang, Fuxin;  Chen, Min;  Qian, Tao
Favorite  |  View/Download:135/0  |  Submit date:2022/04/02
Wind speed forecasting  Ensemble patch transform  Complete ensemble empirical mode  decomposition  Temporal convolutional network  Hybrid method  
Temporal gravity model for important node identification in temporal networks 期刊论文
CHAOS SOLITONS & FRACTALS, 2021, 卷号: 147, 页码: 17
Authors:  Bi, Jialin;  Jin, Ji;  Qu, Cunquan;  Zhan, Xiuxiu;  Wang, Guanghui;  Yan, Guiying
Favorite  |  View/Download:167/0  |  Submit date:2021/10/26
Temporal networks  Temporal gravity model  Important node  Centrality  
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
Authors:  Liu, Fanzhen;  Wu, Jia;  Xue, Shan;  Zhou, Chuan;  Yang, Jian;  Sheng, Quanzheng
Favorite  |  View/Download:147/0  |  Submit date:2020/05/24
Dynamic social networks  Community structure  Evolutionary clustering  Migration operator  
Exploring Directional Path-Consistency for Solving Constraint Networks 期刊论文
COMPUTER JOURNAL, 2018, 卷号: 61, 期号: 9, 页码: 1338-1350
Authors:  Kong, Shufeng;  Li, Sanjiang;  Sioutis, Michael
Favorite  |  View/Download:169/0  |  Submit date:2018/10/07
path-consistency  directional path-consistency  constraint networks  
Functional connectivity decreases in autism in emotion, self, and face circuits identified by Knowledge-based Enrichment Analysis 期刊论文
NEUROIMAGE, 2017, 卷号: 148, 页码: 169-178
Authors:  Cheng, Wei;  Rolls, Edmund T.;  Zhang, Jie;  Sheng, Wenbo;  Ma, Liang;  Wan, Lin;  Luo, Qiang;  Feng, Jianfeng
Favorite  |  View/Download:114/0  |  Submit date:2018/07/30
Autism spectrum disorder  Neurosynth database  Orbitofrontal cortex  Precuneus  Resting state fMRI  
Biologically Inspired Visual Model With Preliminary Cognition and Active Attention Adjustment 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2015, 卷号: 45, 期号: 11, 页码: 2612-2624
Authors:  Qiao, Hong;  Xi, Xuanyang;  Li, Yinlin;  Wu, Wei;  Li, Fengfu
Favorite  |  View/Download:115/0  |  Submit date:2018/07/30
Active attention adjustment  association  biologically inspired visual model  memory  object recognition