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| 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
Authors: Zebing Wei; Hongxia Zhao ; Zhishuai Li; Xiaojie Bu; Yuanyuan Chen; Xiqiao Zhang; Yisheng Lv; Fei-Yue Wang
 Adobe PDF(7068Kb) |  Favorite | View/Download：15/3 | Submit date：2023/01/03
Deep learning graph neural network (GNN) multi-stream spatial-temporal feature extraction temporal graph traffic prediction |
| Model Identification and Control of Electromagnetic Actuation in Continuous Casting Process With Improved Quality 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 203-215
Authors: Isabela Birs; Cristina Muresan; Dana Copot; Clara Ionescu
Adobe PDF(37720Kb) | Favorite | View/Download：10/1 | Submit date：2023/01/03
Electromagnetic actuator fractional order control fractional order system model non-Newtonian material |
| A Hybrid Ensemble Deep Learning Approach for Early Prediction of Battery Remaining Useful Life 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 177-187
Authors: Qing Xu; Min Wu; Edwin Khoo; Zhenghua Chen; Xiaoli Li
Adobe PDF(6437Kb) | Favorite | View/Download：12/1 | Submit date：2023/01/03
Deep learning early prediction lithium-ion battery remaining useful life (RUL) |
| Toward Data-Driven Digital Therapeutics Analytics: Literature Review and Research Directions 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 42-66
Authors: Uichin Lee; Gyuwon Jung; Eun-Yeol Ma; Jin San Kim; Heepyung Kim; Jumabek Alikhanov; Youngtae Noh; Heeyoung Kim
Adobe PDF(2887Kb) | Favorite | View/Download：11/0 | Submit date：2023/01/03
Causal inference data-driven analytics framework digital therapeutics (DTx) mobile and wearable data technical and behavioral engagement |
| Detecting Vulnerability on IoT Device Firmware: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 25-41
Authors: Xiaotao Feng; Xiaogang Zhu; Qing-Long Han; Wei Zhou; Sheng Wen; Yang Xiang
Adobe PDF(3134Kb) | Favorite | View/Download：13/1 | Submit date：2023/01/03
Firmware emulation internet of things (IoT) firmware network fuzzing security static analysis |
| Remaining Useful Life Prediction With Partial Sensor Malfunctions Using Deep Adversarial Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 121-134
Authors: Xiang Li; Yixiao Xu; Naipeng Li; Bin Yang; Yaguo Lei
Adobe PDF(2608Kb) | Favorite | View/Download：10/2 | Submit date：2023/01/03
Adversarial training data fusion deep learning remaining useful life (RUL) prediction sensor malfunction |
| Contrastive Learning for Blind Super-Resolution via A Distortion-Specific Network 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 78-89
Authors: Xinya Wang; Jiayi Ma; Junjun Jiang
Adobe PDF(11082Kb) | Favorite | View/Download：9/1 | Submit date：2023/01/03
Blind super-resolution contrastive learning deep learning image super-resolution (SR) |
| Loop Closure Detection via Locality Preserving Matching With Global Consensus 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 411-426
Authors: Jiayi Ma; Kaining Zhang; Junjun Jiang
Adobe PDF(15763Kb) | Favorite | View/Download：9/0 | Submit date：2023/01/16
Feature matching locality preserving matching loop closure detection SLAM |
| Deep Domain-Adversarial Anomaly Detection With One-Class Transfer Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 524-546
Authors: Wentao Mao; Gangsheng Wang; Linlin Kou; Xihui Liang
Adobe PDF(25706Kb) | Favorite | View/Download：10/1 | Submit date：2023/01/16
Anomaly detection domain adaptation domain-adversarial training one-class classification transfer learning |
| Tourism Route Recommendation Based on A Multi-Objective Evolutionary Algorithm Using Two-Stage Decomposition and Pareto Layering 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 486-500
Authors: Xiaoyao Zheng; Baoting Han; Zhen Ni
Adobe PDF(5493Kb) | Favorite | View/Download：7/0 | Submit date：2023/01/16
Evolutionary algorithm multi-objective optimization Pareto optimization tourism route recommendation two-stage decomposition |
