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| Instance-wise multi-view representation learning 期刊论文
INFORMATION FUSION, 2023, 卷号: 91, 页码: 612-622
Authors: Li, Dan ; Wang, Haibao; Wang, Yufeng; Wang, Shengpei
  Favorite | View/Download：1/0 | Submit date：2023/03/20
Multi-view representation learning Instance-wise selection View-specific View-shared |
| Communication-Aware Formation Control of AUVs With Model Uncertainty and Fading Channel via Integral Reinforcement Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 159-176
Authors: Wenqiang Cao; Jing Yan; Xian Yang; Xiaoyuan Luo; Xinping Guan
 Adobe PDF(8184Kb) | Favorite | View/Download：33/1 | Submit date：2023/01/03
Autonomous underwater vehicles (AUVs) communication-aware formation reinforcement learning uncertainty |
| 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：20/0 | 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：26/1 | Submit date：2023/01/03
Firmware emulation internet of things (IoT) firmware network fuzzing security static analysis |
| MPC-based Motion Planning and Control Enables Smarter and Safer Autonomous Marine Vehicles: Perspectives and a Tutorial Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 8-24
Authors: Henglai Wei; Yang Shi
Adobe PDF(10538Kb) | Favorite | View/Download：17/0 | Submit date：2023/01/03
Autonomous marine vehicles (AMVs) model predictive control (MPC) motion control motion planning |
| 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：27/2 | Submit date：2023/01/03
Adversarial training data fusion deep learning remaining useful life (RUL) prediction sensor malfunction |
| Optimal Control of Nonlinear Systems Using Experience Inference Human-Behavior Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 90-102
Authors: Adolfo Perrusquía; Weisi Guo
Adobe PDF(3694Kb) | Favorite | View/Download：20/1 | Submit date：2023/01/03
Experience inference hippocampus learning system linear time-variant (LTV) systems neocortex/striatum learning systems nonlinear systems optimal control |
| Swarm Intelligence Research: From Bio-inspired Single-population Swarm Intelligence to Humanmachine Hybrid Swarm Intelligence 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 121-144
Authors: Guo-Yin Wang
Adobe PDF(2487Kb) | Favorite | View/Download：64/2 | Submit date：2023/01/18
Swarm intelligence single-population multi-population human-machine hybrid multi-granularity |
| Machine Learning for Brain Imaging Genomics Methods: A Review 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 57-78
Authors: Mei-Ling Wang
Adobe PDF(2285Kb) | Favorite | View/Download：36/3 | Submit date：2023/01/18
Brain imaging genomics machine learning multivariate analysis association analysis outcome prediction |
| Federated Learning with Privacy-preserving and Model IP-right-protection 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 19-37
Authors: Qiang Yang
Adobe PDF(2634Kb) | Favorite | View/Download：45/5 | Submit date：2023/01/18
Federated learning privacy-preserving machine learning security decentralized learning intellectual property protection |
