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| Point Cloud Classification Using Content-Based Transformer via Clustering in Feature Space 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 231-239
作者: Yahui Liu; Bin Tian ; Yisheng Lv; Lingxi Li; Fei-Yue Wang
 Adobe PDF(8541Kb) |  收藏 | 浏览/下载：220/153 | 提交时间：2024/01/02
Content-based Transformer deep learning feature aggregator local attention point cloud classification |
| Point Cloud Classification Using Content-based Transformer via Clustering in Feature Space 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 页码: 1-9
作者: Yahui Liu; Bin Tian; Yisheng Lv; Lingxi Li; Feiyue Wang
Adobe PDF(4216Kb) | 收藏 | 浏览/下载：180/67 | 提交时间：2023/05/19 |
| Cryptocurrency Transaction Network Embedding From Static and Dynamic Perspectives: An Overview 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1105-1121
作者: Yue Zhou; Xin Luo; MengChu Zhou
Adobe PDF(1723Kb) | 收藏 | 浏览/下载：122/61 | 提交时间：2023/04/26
Big data analysis. cryptocurrency transaction network embedding (CTNE) dynamic network network embedding network representation static network |
| STGSA: A Novel Spatial-Temporal Graph Synchronous Aggregation Model for Traffic Prediction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 226-238
作者: Zebing Wei; Hongxia Zhao; Zhishuai Li; Xiaojie Bu; Yuanyuan Chen; Xiqiao Zhang; Yisheng Lv; Fei-Yue Wang
Adobe PDF(7068Kb) | 收藏 | 浏览/下载：249/64 | 提交时间：2023/01/03
Deep learning graph neural network (GNN) multi-stream spatial-temporal feature extraction temporal graph traffic prediction |
| Multi-Source Adaptive Selection and Fusion for Pedestrian Dead Reckoning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 12, 页码: 2174-2185
作者: Yuanxun Zheng; Qinghua Li; Changhong Wang; Xiaoguang Wang; Lifeng Hu
Adobe PDF(7050Kb) | 收藏 | 浏览/下载：142/52 | 提交时间：2022/12/02
Adaptive reliability evaluation adaptive weight evaluation Kalman filter (KF) multi-source fusion optimal set selection |
| Networked Knowledge and Complex Networks: An Engineering View 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1366-1383
作者: Jinhu Lü; Guanghui Wen; Ruqian Lu; Yong Wang; Songmao Zhang
Adobe PDF(1876Kb) | 收藏 | 浏览/下载：133/18 | 提交时间：2022/08/01
Complex network knowledge graph networked knowledge neural network |
| Sampling Methods for Efficient Training of Graph Convolutional Networks: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 205-234
作者: Xin Liu; Mingyu Yan; Lei Deng; Guoqi Li; Xiaochun Ye; Dongrui Fan
Adobe PDF(2300Kb) | 收藏 | 浏览/下载：216/39 | 提交时间：2021/11/03
Efficient training graph convolutional networks (GCNs) graph neural networks (GNNs) sampling method |
| Variational Gridded Graph Convolution Network for Node Classification 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 10, 页码: 1697-1708
作者: Xiaobin Hong; Tong Zhang; Zhen Cui; Jian Yang
Adobe PDF(2419Kb) | 收藏 | 浏览/下载：115/36 | 提交时间：2021/09/03
Graph coarsening gridding node classification random walk variational convolution |
| Deep Learning and Time Series-to-Image Encoding for Financial Forecasting 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 683-693
作者: Silvio Barra; Salvatore Mario Carta; Andrea Corriga; Alessandro Sebastian Podda; Diego Reforgiato Recupero
 浏览 | Adobe PDF(6935Kb) | 收藏 | 浏览/下载：181/49 | 提交时间：2021/03/11
Convolutional neural networks (CNNs) ensemble of CNNs financial forecasting Gramian angular fields (GAF) imaging |
| Convergence Rate Analysis of Gaussian Belief Propagation for Markov Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 668-673
作者: Zhaorong Zhang; Minyue Fu
浏览 | Adobe PDF(2575Kb) | 收藏 | 浏览/下载：101/42 | 提交时间：2021/03/11
Belief propagation distributed algorithm distributed estimation Gaussian belief propagation Markov networks |
