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| 基于深度学习的城市生活垃圾检测系统研究 学位论文
工程硕士学位, 中科院大学自动化研究所自动化大厦十三层第一会议室: 中国科学院大学自动化研究所, 2021
Authors: 李名扬
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垃圾分类，深度学习，目标检测，自注意力机制，目标跟踪 |
| 基于功能磁共振脑影像的抑郁症影像学标志物研究 学位论文
, 中国科学院自动化研究所智能化大厦 3 层第四会议室: 中国科学院自动化研究所, 2021
Authors: 支冬梅
Adobe PDF(6413Kb) | Favorite | View/Download：39/2 | Submit date：2021/06/24
抑郁症，动态功能网络连接，多模态融合，深度学习，亚型识别，分类 |
| 基于图方法的网络空间对象建模研究与应用 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2021
Authors: 崔泽宇
Adobe PDF(12446Kb) | Favorite | View/Download：27/2 | Submit date：2021/06/17
对象建模 图方法 深度图模型 动态图 时序建模 |
| Total Variation Constrained Non-Negative Matrix Factorization for Medical Image Registration 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1025-1037
Authors: Chengcai Leng; Hai Zhang; Guorong Cai; Zhen Chen; Anup Basu
 Adobe PDF(1933Kb) | Favorite | View/Download：38/6 | Submit date：2021/04/09
Data clustering dimension reduction image registration non-negative matrix factorization (NMF) total variation (TV) |
| Efficient and High-quality Recommendations via Momentum-incorporated Parallel Stochastic Gradient Descent-Based Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 402-411
Authors: Xin Luo; Wen Qin; Ani Dong; Khaled Sedraoui; MengChu Zhou
Adobe PDF(5091Kb) | Favorite | View/Download：9/0 | Submit date：2021/04/09
Big data industrial application industrial data latent factor analysis machine learning parallel algorithm recommender system (RS) stochastic gradient descent (SGD) |
| Residual-driven Fuzzy C-Means Clustering for Image Segmentation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 876-889
Authors: Cong Wang; Witold Pedrycz; ZhiWu Li; MengChu Zhou
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Fuzzy C-Means image segmentation mixed or unknown noise residual-driven weighted regularization |
| Deep Learning for EMG-based Human-Machine Interaction: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 512-533
Authors: Dezhen Xiong; Daohui Zhang; Xingang Zhao; Yiwen Zhao
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Accuracy deep learning electromyography (EMG) human-machine interaction (HMI) robustness |
| Deep Learning in Sheet Metal Bending With a Novel Theory-Guided Deep Neural Network 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 565-581
Authors: Shiming Liu; Yifan Xia; Zhusheng Shi; Hui Yu; Zhiqiang Li; Jianguo Lin
Adobe PDF(6784Kb) | Favorite | View/Download：14/2 | Submit date：2021/04/09
Data-driven deep learning deep learning deep neural network (DNN) intelligent manufacturing machine learning sheet metal forming springback theory-guided deep learning theory-guided regularization |
| Robust Latent Factor Analysis for Precise Representation of High-Dimensional and Sparse Data 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 796-805
Authors: Di Wu; Xin Luo
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High-dimensional and sparse matrix L1-norm L2-norm latent factor model recommender system smooth L1-norm |
| An Ellipsoidal Set-Membership Approach to Distributed Joint State and Sensor Fault Estimation of Autonomous Ground Vehicles 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 6, 页码: 1107-1118
Authors: Eman Mousavinejad; Xiaohua Ge; Qing-Long Han; Teng Joon Lim; Ljubo Vlacic
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Autonomous ground vehicle (AGV) distributed set-membership estimation fault estimation sensor networks vehicle lateral dynamics |
