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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：17/4  |  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：66/24  |  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：141/49  |  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：7/2  |  提交时间：2024/04/23
Machine learning (ML), Boolean satisfiability (SAT), deep learning, graph neural networks (GNNs), combinatorial optimization  
Fast and Progressive Misbehavior Detection in Internet of Vehicles Based on Broad Learning and Incremental Learning Systems 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2022, 卷号: 9, 期号: 6, 页码: 4788-4798
作者:  Wang, Xiao;  Zhu, Yushan;  Han, Shuangshuang;  Yang, Linyao;  Gu, Haixia;  Wang, Fei-Yue
收藏  |  浏览/下载：211/0  |  提交时间：2022/06/06
Convolutional neural networks  Feature extraction  Machine learning algorithms  Deep learning  Global Positioning System  Scalability  Safety  Broad learning system (BLS)  incremental learning system  Internet of Vehicles (IoV)  misbehavior detection  ridge regression approximation  
Inductive Representation Learning on Dynamic Stock Co-Movement Graphs for Stock Predictions 期刊论文
INFORMS JOURNAL ON COMPUTING, 2022, 页码: 19
作者:  Tian, Hu;  Zheng, Xiaolong;  Zhao, Kang;  Liu, Maggie Wenjing;  Zeng, Daniel Dajun
Adobe PDF(1329Kb)  |  收藏  |  浏览/下载：278/56  |  提交时间：2022/07/25
graph representation learning  deep learning  predictive models  business intelligence  
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：174/46  |  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：137/36  |  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：5/1  |  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  
A Novel Adaptive Parameter Search Elastic Net Method for Fluorescent Molecular Tomography 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, 卷号: 40, 期号: 5, 页码: 1484-1498
作者:  Wang, Hanfan;  Bian, Chang;  Kong, Lingxin;  An, Yu;  Du, Yang;  Tian, Jie
Adobe PDF(8176Kb)  |  收藏  |  浏览/下载：372/58  |  提交时间：2021/06/15
Image reconstruction  Fluorescence  Probes  Mathematical model  Photonics  Molecular imaging  Biological tissues  Fluorescence molecular tomography  adaptive parameter search  elastic net