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一元及多元信号分解发展历程与展望 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 1, 页码: 1-20
作者:  陈启明;  文青松;  郎恂;  谢磊;  苏宏业
Adobe PDF(5239Kb)  |  收藏  |  浏览/下载：22/6  |  提交时间：2024/04/12
信号分解  时频分析  希尔伯特–黄变换  多元信号分解  
Echo State Network With Probabilistic Regularization for Time Series Prediction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1743-1753
作者:  Xiufang Chen;  Mei Liu;  Shuai Li
Adobe PDF(3459Kb)  |  收藏  |  浏览/下载：69/25  |  提交时间：2023/07/20
Echo state network (ESN)  noise  probabilistic regularization  robustness  
Distributed Momentum-Based Frank-Wolfe Algorithm for Stochastic Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 685-699
作者:  Jie Hou;  Xianlin Zeng;  Gang Wang;  Jian Sun;  Jie Chen
Adobe PDF(2289Kb)  |  收藏  |  浏览/下载：147/50  |  提交时间：2023/03/02
Distributed optimization  Frank-Wolfe (FW) algorithms  momentum-based method  stochastic optimization  
Machine Learning Methods in Solving the Boolean Satisfiability Problem 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 5, 页码: 640-655
作者:  Wenxuan Guo;  Hui-Ling Zhen;  Xijun Li;  Wanqian Luo;  Mingxuan Yuan;  Yaohui Jin;  Junchi Yan
Adobe PDF(1518Kb)  |  收藏  |  浏览/下载：9/4  |  提交时间：2024/04/23
Machine learning (ML), Boolean satisfiability (SAT), deep learning, graph neural networks (GNNs), combinatorial optimization  
Adaptive Control of Discrete-time Nonlinear Systems Using ITF-ORVFL 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 556-563
作者:  Xiaofei Zhang;  Hongbin Ma;  Wenchao Zuo;  Man Luo
Adobe PDF(4681Kb)  |  收藏  |  浏览/下载：176/47  |  提交时间：2022/03/09
Adaptive control  initial-training-free online learning algorithm  random vector functional link networks  
Multiview Locally Linear Embedding for Spectral-Spatial Dimensionality Reduction of Hyperspectral Imagery 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 6, 页码: 1091-1094
作者:  Haochen Ji;  Zongyu Zuo
Adobe PDF(374Kb)  |  收藏  |  浏览/下载：141/36  |  提交时间：2022/05/30
A Framework for Distributed Semi-supervised Learning Using Single-layer Feedforward Networks 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 63-74
作者:  Jin Xie;  San-Yang Liu;  Jia-Xi Chen
Adobe PDF(1245Kb)  |  收藏  |  浏览/下载：6/2  |  提交时间：2024/04/23
Distributed learning (DL)  semi-supervised learning (SSL)  manifold regularization (MR)  single layer feed-forward neural network (SLFNN)  privacy preserving  
Dynamic System Identification of Underwater Vehicles Using Multi-output Gaussian Processes 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 5, 页码: 681-693
作者:  Wilmer Ariza Ramirez;  Juš Kocijan;  Zhi Quan Leong;  Hung Duc Nguyen;  Shantha Gamini Jayasinghe
Adobe PDF(3231Kb)  |  收藏  |  浏览/下载：140/40  |  提交时间：2021/09/13
Dependent Gaussian processes  dynamic system identification  multi-output Gaussian processes  non-parametric identification  autonomous underwater vehicle (AUV)  
Short Term Wind Speed Prediction Using Multiple Kernel Pseudo Inverse Neural Network 期刊论文
International Journal of Automation and Computing, 2018, 卷号: 15, 期号: 1, 页码: 66-83
作者:  S. P. Mishra;  P. K. Dash
浏览  |  Adobe PDF(3645Kb)  |  收藏  |  浏览/下载：110/41  |  提交时间：2021/02/23
Wind speed prediction  pseudo inverse neural network  kernel ridge regression  nonlinear kernels  firefly optimization.  
Why and When Can Deep-but Not Shallow-networks Avoid the Curse of Dimensionality: A Review 期刊论文
International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 5, 页码: 503-519
作者:  Tomaso Poggio;  Hrushikesh Mhaskar;  Lorenzo Rosasco;  Brando Miranda;  Qianli Liao
浏览  |  Adobe PDF(1711Kb)  |  收藏  |  浏览/下载：183/28  |  提交时间：2021/02/23
Deep learning  fine-grained image classification  semantic segmentation  convolutional neural network (CNN)  recurrent neural network (RNN).