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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：14/0  |  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  
FFCM-MRF: An accurate and generalizable cerebrovascular segmentation pipeline for humans and rhesus monkeys based on TOF-MRA 期刊论文
Computers in Biology and Medicine, 2024, 卷号: 170, 页码: 107996
作者:  Yue Cui;  Haibin Huang;  Jialu Liu;  Mingyang Zhao;  Chengyi Li;  Xinyong Han;  Na Luo;  Jinquan Gao;  Dong-ming Yan;  Chen Zhang;  Tianzi Jiang;  Shan Yu
Adobe PDF(985Kb)  |  收藏  |  浏览/下载：62/12  |  提交时间：2024/06/21
Cerebral vessels  Generalization  Markov random field  Segmentation  TOF-MRA  Unsupervised learning  
Learnable Graph Matching: A Practical Paradigm for Data Association 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024, 卷号: 46, 期号: 7, 页码: 4880-4895
作者:  He, Jiawei;  Huang, Zehao;  Wang, Naiyan;  Zhang, Zhaoxiang
Adobe PDF(3520Kb)  |  收藏  |  浏览/下载：53/13  |  提交时间：2024/06/18
Graph matching  data association  multiple object tracking  image matching  
A survey of approaches for implementing optical neural networks 期刊
创刊日期: 2021, 收录类别: SCI, 出版者: ELSEVIER SCI LTD,
主办者:  Runqin Xu
Adobe PDF(9982Kb)  |  收藏  |  浏览/下载：38/12  |  提交时间：2024/06/06
Artificial intelligence  Optics  Optical neural network  
Distributed nonsynchronous event-triggered state estimation of genetic regulatory networks with hidden Markovian jumping parameters 期刊论文
Mathematical Biosciences and Engineering, 2022, 卷号: 19, 期号: 12, 页码: 13878-13910.
作者:  Chao Ma;  Yanfeng Lu
Adobe PDF(976Kb)  |  收藏  |  浏览/下载：43/15  |  提交时间：2024/06/06
A cooperation and decision-making framework in dynamic confrontation for multi-agent systems 期刊论文
Computers and Electrical Engineering, 2024, 卷号: 118, 页码: 118
作者:  Lexing Wang;  Tenghai Qiu;  Zhiqiang Pu;  Jianqiang Yi
Adobe PDF(1302Kb)  |  收藏  |  浏览/下载：65/21  |  提交时间：2024/06/06
Multi-agent system  Target allocation  Decision making  Swarm motion control  
Efficient multimodal transformer with dual-level feature restoration for robust multimodal sentiment analysis 期刊论文
IEEE Transactions on Affective Computing, 2023, 卷号: 15, 期号: 1, 页码: 1-17
作者:  Licai Sun;  Zheng Lian;  Bin Liu;  Jianhua Tao
Adobe PDF(2371Kb)  |  收藏  |  浏览/下载：79/23  |  提交时间：2024/05/31
Transformers  Robustness  Semantics  Data models  Computational modeling  Videos  Training  Multimodal sentiment analysis  unaligned and incomplete data  efficient multimodal Transformer  dual-level feature restoration  robustness  
HiCMAE: Hierarchical Contrastive Masked Autoencoder for self-supervised Audio-Visual Emotion Recognition 期刊论文
Information Fusion, 2024, 卷号: 108, 页码: 1-20
作者:  Licai Sun;  Zheng Lian;  Bin Liu;  Jianhua Tao
Adobe PDF(2281Kb)  |  收藏  |  浏览/下载：67/17  |  提交时间：2024/05/31
Audio-Visual Emotion Recognition  Self-supervised learning  Masked autoencoder  Contrastive learning  
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：90/14  |  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  
Design of a robot system for reorienting and assembling irregular parts 期刊论文
INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2024, 卷号: 21, 期号: 1, 页码: 12
作者:  Su, Jianhua;  Shen, Liancheng;  Peng, Zongyu;  Qu, Xiaoyi
Adobe PDF(1707Kb)  |  收藏  |  浏览/下载：59/12  |  提交时间：2024/05/30
Assembly  object reorientation  force control