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Personalized graph neural networks with attention mechanism for session-aware recommendation 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2020, 卷号: 34, 期号: 8, 页码: 3946-3957
作者:  Mengqi Zhang;  Shu Wu;  Meng Gao;  Xin Jiang;  Ke Xu;  Liang Wang
Adobe PDF(1277Kb)  |  收藏  |  浏览/下载：161/53  |  提交时间：2023/07/03
Geometric Rectification of Document Images using Adversarial Gated Unwarping Network 期刊论文
Pattern Recognition, 2020, 卷号: 108, 期号: 108, 页码: 1-13
作者:  Xiyan Liu;  Gaofeng Meng;  Bin Fan;  Shiming Xiang;  Chunhong Pan
Adobe PDF(7916Kb)  |  收藏  |  浏览/下载：197/58  |  提交时间：2022/01/24
Distorted document image  Geometric rectification  Gated module  Deep learning  
Relational graph neural network for situation recognition 期刊论文
Pattern Recognition, 2020, 期号: 108, 页码: 107544
作者:  Jing Y(荆雅);  Wang JB(王君波);  Wang W(王威);  Wang L(王亮);  Tan TN(谭铁牛)
Adobe PDF(3098Kb)  |  收藏  |  浏览/下载：204/48  |  提交时间：2021/06/07
Situation recognition  Relationship modeling  Graph neural network  Reinforcement learning  
Progressively Refined Face Detection Through Semantics-Enriched Representation Learning 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2020, 卷号: 15, 期号: 1, 页码: 1394-1406
作者:  Li, Zhihang;  Tang, Xu;  Wu, Xiang;  Liu, Jingtuo;  He, Ran
Adobe PDF(6813Kb)  |  收藏  |  浏览/下载：274/44  |  提交时间：2021/03/15
Face detection  object detection  
Privacy Preserving Solution for the Asynchronous Localization of Underwater Sensor Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 6, 页码: 1511-1527
作者:  Haiyan Zhao;  Jing Yan;  Xiaoyuan Luo;  Xinping Guan
浏览  |  Adobe PDF(11940Kb)  |  收藏  |  浏览/下载：201/42  |  提交时间：2021/03/11
Asynchronous clock  localization  privacy preservation  underwater sensor networks (USNs)  
Learning a Deep Predictive Coding Network for a Semi-Supervised 3D-Hand Pose Estimation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1371-1379
作者:  Jamal Banzi;  Isack Bulugu;  Zhongfu Ye
浏览  |  Adobe PDF(8152Kb)  |  收藏  |  浏览/下载：137/43  |  提交时间：2021/03/11
Convolutional neural networks  deep learning  hand pose estimation  human-machine interaction  predictive coding  recurrent neural networks  unsupervised learning  
AI-Based Modeling and Data-Driven Evaluation for Smart Manufacturing Processes 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1026-1037
作者:  Mohammadhossein Ghahramani;  Yan Qiao;  MengChu Zhou;  Adrian O’Hagan;  James Sweeney
浏览  |  Adobe PDF(5292Kb)  |  收藏  |  浏览/下载：173/67  |  提交时间：2021/03/11
Artificial intelligence (AI)  cyber physical systems  feature selection  genetic algorithms (GA)  industrial internet of things (IIOT)  machine learning  neural network (NN)  smart manufacturing  
A Spatial-Temporal Attention Model forHuman Trajectory Prediction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 965-974
作者:  Xiaodong Zhao;  Yaran Chen;  Jin Guo;  Dongbin Zhao
Adobe PDF(42191Kb)  |  收藏  |  浏览/下载：141/31  |  提交时间：2021/03/11
Attention mechanism  long-short term memory (LSTM)  spatial-temporal model  trajectory prediction  
Identification Scheme for Fractional Hammerstein Models With the Delayed Haar Wavelet 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 882-891
作者:  Kajal Kothari;  Utkal Mehta;  Vineet Prasad;  Jito Vanualailai
Adobe PDF(2961Kb)  |  收藏  |  浏览/下载：171/67  |  提交时间：2021/03/11
Fractional-order  Haar wavelet  Hammerstein model  nonlinear process  operational matrix  time delay  
Locally Linear Back-propagation Based Contribution for Nonlinear Process Fault Diagnosis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 764-775
作者:  Jinchuan Qian;  Li Jiang;  Zhihuan Song
浏览  |  Adobe PDF(1474Kb)  |  收藏  |  浏览/下载：180/49  |  提交时间：2021/03/11
Auto-encoder (AE)  deep learning  fault diagnosis  locally linear model  nonlinear process  reconstruction based contribution (RBC)