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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  
Smart Mining With Autonomous Driving in Industry 5.0: Architectures, Platforms, Operating Systems, Foundation Models, and Applications 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2024, 卷号: 9, 期号: 3, 页码: 4383-4393
作者:  Chen, Long;  Li, Yuchen;  Silamu, Wushour;  Li, Qingquan;  Ge, Shirong;  Wang, Fei-Yue
收藏  |  浏览/下载：13/0  |  提交时间：2024/07/03
Digital twins  Fifth Industrial Revolution  Industries  Task analysis  Production  Ontologies  Biological system modeling  Mining 5.0  smart mining  autonomous driving  industry 5.0  architectures  mining transportation trucks  
Dynamic Testing for Autonomous Vehicles Using Random Quasi Monte Carlo 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2024, 卷号: 9, 期号: 3, 页码: 4480-4492
作者:  Ge, Jingwei;  Zhang, Jiawei;  Chang, Cheng;  Zhang, Yi;  Yao, Danya;  Tian, Yonglin;  Li, Li
收藏  |  浏览/下载：8/0  |  提交时间：2024/07/03
Autonomous vehicles  Automation  intelligence testing  multi-rounds testing  random quasi Monte Carlo  
Social Radars for Social Vision of Intelligent Vehicles: A New Direction for Vehicle Research and Development 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2024, 卷号: 9, 期号: 3, 页码: 4244-4248
作者:  Fan, Lili;  Wang, Xingxia;  Yang, Jing;  Liu, Yuhang;  Lv, Chen;  Yu, Hui;  Ma, Jiaqi;  Wang, Fei-Yue
收藏  |  浏览/下载：9/0  |  提交时间：2024/07/03
Intelligent vehicles  Radar  Social networking (online)  Psychology  Fans  Real-time systems  Radar imaging  Social radars  social vision  intelligent vehicles  low-altitude economic  
Continual Learning for Anthropomorphic Hand Grasping 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2024, 卷号: 16, 期号: 2, 页码: 559-569
作者:  Li, Wanyi;  Wei, Wei;  Wang, Peng
收藏  |  浏览/下载：8/0  |  提交时间：2024/07/03
Anthropomorphic hands  continual learning (CL)  grasping  
Synergetic Learning Neuro-Control for Unknown Affine Nonlinear Systems With Asymptotic Stability Guarantees 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 页码: 11
作者:  Zhu, Liao;  Wei, Qinglai;  Guo, Ping
收藏  |  浏览/下载：8/0  |  提交时间：2024/07/03
Approximate dynamic programming (ADP)  neural network  off-policy  optimal control  reinforcement learning (RL)  
Improving Generalization of Deepfake Detectors by Imposing Gradient Regularization 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2024, 卷号: 19, 期号: 2024, 页码: 5345-5356
作者:  Weinan Guan;  Wei Wang;  Jing Dong;  Bo Peng
Adobe PDF(1989Kb)  |  收藏  |  浏览/下载：44/14  |  提交时间：2024/06/21
Deepfake detection  forgery texture patterns  
Toward a Fast and Robust MI-BCI: Online Adaptation of Stimulus Paradigm and Classification Model 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2024, 卷号: 73, 页码: 12
作者:  Wang, Jiaxing;  Wang, Weiqun;  Su, Jianqiang;  Wang, Yihan;  Hou, Zeng-Guang
Adobe PDF(1810Kb)  |  收藏  |  浏览/下载：74/10  |  提交时间：2024/05/30
Brain-computer interface (BCI)  classification model adaption  information transfer rate (ITR)  motor imagery (MI) duration  stimulus paradigm adjustment  
A Multi-Modal Classification Method for Early Diagnosis of Mild Cognitive Impairment and Alzheimer's Disease Using Three Paradigms With Various Task Difficulties 期刊论文
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024, 卷号: 32, 页码: 1456-1465
作者:  Chen Sheng;  Zhang Chutian;  Yang Hongjun;  Peng Liang;  Xie Haiqun;  Lv Zeping;  Hou Zeng-Guang
Adobe PDF(10190Kb)  |  收藏  |  浏览/下载：51/15  |  提交时间：2024/05/29
Dementia  multi-modal  machine learning  domain-adversarial neural network  
Covariant Peak Constraint for Accurate Keypoint Detection and Keypoint-Specific Descriptor Learning 期刊论文
IEEE Transactions on Multimedia, 2024, 卷号: 26, 页码: 5383 - 5397
作者:  Fu Yujie;  Zhang Pengju;  Tang Fulin;  Wu Yihong
Adobe PDF(15150Kb)  |  收藏  |  浏览/下载：48/11  |  提交时间：2024/05/28
Image Matching  Local Feature Extraction  Covariant Peak Constraint  Conditional Neural Reprojection Error