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On the Equivalence of Linear Discriminant Analysis and Least Squares Regression 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 卷号: 35, 期号: 4, 页码: 5710-5720
作者:  Nie, Feiping;  Chen, Hong;  Xiang, Shiming;  Zhang, Changshui;  Yan, Shuicheng;  Li, Xuelong
收藏  |  浏览/下载：11/0  |  提交时间：2024/07/04
Eigenvalues and eigenfunctions  Principal component analysis  Null space  Training data  Symmetric matrices  Sun  Optimization  Least squares regression (LSR)  linear discriminant analysis (LDA)  linear regression  minimum distance classifier (MDC)  null space LDA  
Real-Time Wrist Motion Decoding With High Framerate Electrical Impedance Tomography (EIT) 期刊论文
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2022, 页码: 690 - 699
作者:  Xiaodong Liu;  Enhao Zheng;  Qining Wang
Adobe PDF(2835Kb)  |  收藏  |  浏览/下载：24/7  |  提交时间：2024/06/25
CFCI-Net: Cross-modality Feature Calibration and Integration Network for RGB-D Semantic Segmentation 期刊论文
IEEE Transactions on Intelligent Vehicle, 2024, 页码: 1-12
作者:  Zhou H(周浩);  Yang X(杨旭);  Lu Qi;  Haojie Chen;  Hai Huang;  Hongde Qin
Adobe PDF(28910Kb)  |  收藏  |  浏览/下载：17/3  |  提交时间：2024/06/25
Deep Metric Learning with Cross-Writer Attention for Offline Signature Verification 期刊论文
ICDAR2024, 2024, 页码: 1
作者:  Ling LR(凌禄蓉);  Zhang H(张恒);  Yin F(殷飞);  Liu CL(刘成林)
Adobe PDF(520Kb)  |  收藏  |  浏览/下载：41/10  |  提交时间：2024/06/24
Recursive Least-Squares Estimator-Aided Online Learning for Visual Tracking 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 3, 页码: 1881-1897
作者:  Gao, Jin;  Lu, Yan;  Qi, Xiaojuan;  Kou, Yutong;  Li, Bing;  Li, Liang;  Yu, Shan;  Hu, Weiming
Adobe PDF(915Kb)  |  收藏  |  浏览/下载：41/16  |  提交时间：2024/06/21
Visualization  Training  Adaptation models  Data models  Optimization  Task analysis  Robustness  Online learning  few-shot online adaptation  visual tracking  continual learning  recursive least-squares estimation  
Physics-Inspired Spatial-Temporal Graph Neural Networks for Predicting Industrial Chain Resilience 期刊论文
Journal of Machine Learning Research, 2024, 卷号: 4, 期号: 23, 页码: 1-23
作者:  Wang BC(王必成);  Wang JP(王军平)
Adobe PDF(2342Kb)  |  收藏  |  浏览/下载：73/21  |  提交时间：2024/06/12
Generative AI Empowering Parallel Manufacturing: Building a “6S” Collaborative Production Ecology for Manufacturing 期刊论文
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2024, 页码: 1-15
作者:  Jing Yang;  Yutong Wang;  Xingxia Wang;  Xiaoxing Wang;  Xiao Wang;  Fei-Yue Wang
Adobe PDF(3887Kb)  |  收藏  |  浏览/下载：45/12  |  提交时间：2024/06/06
The survey on multi-source data fusion in cyber-physical-social systems: Foundational infrastructure for industrial metaverses and industries 5.0 期刊论文
Information Fusion, 2024, 卷号: 107, 页码: 1-16
作者:  Xiao Wang;  Yutong Wang;  Jing Yang;  Xiaofeng Jia;  Lijun Li;  Weiping Ding;  Fei-Yue Wang
Adobe PDF(4446Kb)  |  收藏  |  浏览/下载：49/8  |  提交时间：2024/06/06
Multi-source data fusion  CPSS  Industrial metaverses  Parallel manufacturing  Social manufacturing  
ProSyno: Context-Free Prompt Learning for Synonym Discovery 期刊论文
Frontiers of Computer Science, 2024, 页码: 1-14
作者:  Song Zhang;  Lei He;  Dong Wang;  Hongyun Bao;  Suncong Zheng;  Yuqiao Liu;  Baihua Xiao;  Jiayue Li;  Dongyuan Lu;  Nan Zheng
Adobe PDF(19187Kb)  |  收藏  |  浏览/下载：42/7  |  提交时间：2024/05/31
Exploring Intrinsic Discrimination and Consistency for Weakly Supervised Object Localization 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2024, 卷号: 33, 期号: 0, 页码: 1045 - 1058
作者:  Changwei Wang;  Rongtao Xu;  Shibiao Xu;  Weiliang Meng;  Ruisheng Wang;  Xiaopeng Zhang
Adobe PDF(3269Kb)  |  收藏  |  浏览/下载：68/23  |  提交时间：2024/05/29
Weakly supervised object localization  intrinsic discrimination and consistency  deep metric learning  geometric transformation consistency