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Accurate Rock-Mass Extraction From Terrestrial Laser Point Clouds via Multiscale and Multiview Convolutional Feature Representation 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 卷号: 59, 期号: 5, 页码: 4430-4443
Authors:  Wang, Yunbiao;  Xu, Shibiao;  Xiao, Jun;  Wang, Feipeng;  Wang, Ying;  Liu, Lupeng
Favorite  |  View/Download:2/0  |  Submit date:2021/06/07
Convolutional feature learning  distribution priors  multiview supporting planes  point clouds labeling  
Self-Learning Optimal Control for Ice-Storage Air Conditioning Systems via Data-Based Adaptive Dynamic Programming 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 卷号: 68, 期号: 4, 页码: 3599-3608
Authors:  Wei, Qinglai;  Liao, Zehua;  Song, Ruizhuo;  Zhang, Pinjia;  Wang, Zhuo;  Xiao, Jun
Favorite  |  View/Download:16/0  |  Submit date:2021/03/02
Optimal control  Air conditioning  Load modeling  Neural networks  Dynamic programming  Predictive models  Adaptive dynamic programming (ADP)  cooling load prediction  ice-storage air conditioning (IAC)  neural network  optimal control  
Health Status Prediction with Local-Global Heterogeneous Behavior Graph 期刊论文
ACM Transactions on Multimedia Computing Communications and Applications, 2021, 卷号: 0, 期号: 0, 页码: 0
Authors:  Ma, Xuan;  Yang, Xiaoshan;  Gao, Junyu;  Xu, Changsheng
Adobe PDF(1170Kb)  |  Favorite  |  View/Download:0/0  |  Submit date:2021/06/16
Health Status Prediction  Graph Neural Networks  Individual Behavior  
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:15/0  |  Submit date:2021/03/08
View attention  Spatial attention  Multi-view representation  Series and parallel connection  Conventional neural network  Text classification  
Extracting Cycle-aware Feature Curve Networks from 3D Models 期刊论文
COMPUTER-AIDED DESIGN, 2021, 卷号: 131, 页码: 11
Authors:  Lu, Zhengda;  Guo, Jianwei;  Xiao, Jun;  Wang, Ying;  Zhang, Xiaopeng;  Yan, Dong-Ming
Favorite  |  View/Download:13/0  |  Submit date:2021/03/08
Shape analysis  Feature curve network  Segmentation  
Unveiling the Hidden Truth of Drug Addiction: A Social Media Approach Using Similarity Network-Based Deep Learning 期刊论文
JOURNAL OF MANAGEMENT INFORMATION SYSTEMS, 2021, 卷号: 38, 期号: 1, 页码: 166-195
Authors:  Xie, Jiaheng;  Zhang, Zhu;  Liu, Xiao;  Zeng, Daniel
Favorite  |  View/Download:9/0  |  Submit date:2021/05/10
Computational design science  deep learning  social media analytics  health IT  HealthTech  opioid addiction  addiction treatment  
Research on Transfer Learning of Vision-based Gesture Recognition 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 422-431
Authors:  Bi-Xiao Wu;  Chen-Guang Yang;  Jun-Pei Zhong
Adobe PDF(1688Kb)  |  Favorite  |  View/Download:5/0  |  Submit date:2021/05/24
Transfer learning  gesture recognition  red-green-blue (RGB) Camera  Leap Motion  joint distribution adaptation (JDA)  
Knowledge-driven Egocentric Multimodal Activity Recognition 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2020, 卷号: 16, 期号: 4, 页码: 21
Authors:  Huang, Yi;  Yang, Xiaoshan;  Gao, Junyu;  Sang, Jitao;  Xu, Changsheng
Favorite  |  View/Download:10/0  |  Submit date:2021/03/08
Egocentric videos  wearable sensors  graph neural networks  
Dynamic Context Selection for Document-level Neural Machine Translation via Reinforcement Learning 会议论文
, Online, November 16–20, 2020
Authors:  Kang, Xiaomian;  Zhao, Yang;  Zhang, Jiajun;  Zong, Chengqing
Adobe PDF(978Kb)  |  Favorite  |  View/Download:4/0  |  Submit date:2021/05/26
Docment-level NMT  Neural Machine Translation  Reinforcement Learning  Context Selection  
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:34/0  |  Submit date:2020/07/20
Stock co-movement  Spatial-temporal patterns  Triangulated Maximally  Filtered Graph  Exponential weighted Pearson correlation