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| Intuitive Human-Robot-Environment Interaction With EMG Signals: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1075-1091
作者: Dezhen Xiong; Daohui Zhang; Yaqi Chu; Yiwen Zhao; Xingang Zhao
 Adobe PDF(5061Kb) |  收藏 | 浏览/下载：2/1 | 提交时间：2024/04/10
Electromyography human-robot-environment interaction (HREI) human-robot interaction (HRI) semiautonomous sensory feedback |
| A Length-Adaptive Non-Dominated Sorting Genetic Algorithm for Bi-Objective High-Dimensional Feature Selection 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1834-1844
作者: Yanlu Gong; Junhai Zhou; Quanwang Wu; MengChu Zhou; Junhao Wen
Adobe PDF(1308Kb) | 收藏 | 浏览/下载：70/38 | 提交时间：2023/08/10
Bi-objective optimization feature selection (FS) genetic algorithm high-dimensional data length-adaptive |
| How Generative Adversarial Networks Promote the Development of Intelligent Transportation Systems: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1781-1796
作者: Hongyi Lin; Yang Liu; Shen Li; Xiaobo Qu
Adobe PDF(1497Kb) | 收藏 | 浏览/下载：89/54 | 提交时间：2023/08/10
Autonomous driving generative adversarial network (GAN) intelligent transportation system (ITS) traffic anomaly inspection traffic flow |
| Parallel Learning: Overview and Perspective for Computational Learning Across Syn2Real and Sim2Real 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 603-631
作者: Qinghai Miao; Yisheng Lv ; Min Huang; Xiao Wang; Fei-Yue Wang
Adobe PDF(11937Kb) | 收藏 | 浏览/下载：764/142 | 提交时间：2023/03/02
Machine learning parallel learning parallel systems sim-to-real syn-to-real virtual-to-real |
| Diverse Deep Matrix Factorization With Hypergraph Regularization for Multi-View Data Representation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2154-2167
作者: Haonan Huang; Guoxu Zhou; Naiyao Liang; Qibin Zhao; Shengli Xie
Adobe PDF(3206Kb) | 收藏 | 浏览/下载：94/35 | 提交时间：2023/09/22
Deep matrix factorization (DMF) diversity hypergraph regularization multi-view data representation (MDR) |
| 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
作者: Uichin Lee; Gyuwon Jung; Eun-Yeol Ma; Jin San Kim; Heepyung Kim; Jumabek Alikhanov; Youngtae Noh; Heeyoung Kim
Adobe PDF(2887Kb) | 收藏 | 浏览/下载：454/333 | 提交时间：2023/01/03
Causal inference data-driven analytics framework digital therapeutics (DTx) mobile and wearable data technical and behavioral engagement |
| Visuals to Text: A Comprehensive Review on Automatic Image Captioning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1339-1365
作者: Yue Ming; Nannan Hu; Chunxiao Fan; Fan Feng; Jiangwan Zhou; Hui Yu
Adobe PDF(56128Kb) | 收藏 | 浏览/下载：139/21 | 提交时间：2022/08/01
Artificial intelligence attention mechanism encoder-decoder framework image captioning multi-modal understanding training strategies |
| Multi-Modal Domain Adaptation Variational Autoencoder for EEG-Based Emotion Recognition 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 9, 页码: 1612-1626
作者: Yixin Wang; Shuang Qiu; Dan Li; Changde Du; Bao-Liang Lu; Huiguang He
Adobe PDF(1908Kb) | 收藏 | 浏览/下载：230/52 | 提交时间：2022/08/19
Cycle-consistency domain adaptation electroencephalograph (EEG) multi modality variational autoencoder |
| Complex-Valued Neural Networks: A Comprehensive Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1406-1426
作者: ChiYan Lee; Hideyuki Hasegawa; Shangce Gao
Adobe PDF(1612Kb) | 收藏 | 浏览/下载：169/37 | 提交时间：2022/08/01
Complex activation function complex backpropagation algorithm complex-valued learning algorithm complex-valued neural network deep learning |
| Parallel Manufacturing for Industrial Metaverses: A New Paradigm in Smart Manufacturing 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 12, 页码: 2063-2070
作者: Jing Yang; Xiaoxing Wang; Yandong Zhao
Adobe PDF(2163Kb) | 收藏 | 浏览/下载：144/43 | 提交时间：2022/12/02
Parallel Manufacturing Digital Workers CPSS Smart Manufacturing Industrial Metaverses |
