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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：9/0  |  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  
Improving ellipse fitting via multi-scale smoothing and key-point searching 期刊论文
PATTERN RECOGNITION, 2024, 卷号: 151, 页码: 15
作者:  Chen, Xiao-Diao;  Qian, Cheng;  Zhao, Mingyang;  Yong, Jun -Hai;  Yan, Dong-Ming
收藏  |  浏览/下载：6/0  |  提交时间：2024/07/03
Ellipse fitting  Least-squares  RANSAC  Multi-scale smoothing  Key-point searching  
Sora for Intelligent Vehicles: A Step From Constraint-Based Simulation to Artificiofactual Experiments Through Dynamic Visualization 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2024, 卷号: 9, 期号: 3, 页码: 4249-4253
作者:  Wang, Xumeng;  Xue, Xiao;  Yan, Ran;  Wang, Xingxia;  Di, Yining;  Chen, Wei;  Wang, Fei-Yue
收藏  |  浏览/下载：4/0  |  提交时间：2024/07/03
Intelligent vehicles  artificiofactual experiments  Sora  dynamic visualization  
MAST-GNN: A multimodal adaptive spatio-temporal graph neural network for airspace complexity prediction 期刊论文
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2024, 卷号: 160, 页码: 20
作者:  Li, Biyue;  Li, Zhishuai;  Chen, Jun;  Yan, Yongjie;  Lv, Yisheng;  Du, Wenbo
收藏  |  浏览/下载：8/0  |  提交时间：2024/07/03
Airspace Complexity Prediction  Air Traffic Management  Spatio-temporal Graph Neural Network  Graph Convolutional Neural Network  Attention Mechanism  
Enhance Sample Efficiency and Robustness of End-to-end Urban Autonomous Driving via Semantic Masked World Model 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2024, 页码: 10.1109/TITS.2024.3400227
作者:  Zeyu Gao;  Yao Mu;  Chen Chen;  Jingliang Duan;  Ping Luo;  Yanfeng Lu;  Shengbo Eben Li
Adobe PDF(3954Kb)  |  收藏  |  浏览/下载：37/13  |  提交时间：2024/06/06
End-to-end autonomous driving  deep reinforcement learning  world model  
Indirect estimation of pediatric reference interval via density graph deep embedded clustering 期刊论文
COMPUTERS IN BIOLOGY AND MEDICINE, 2024, 卷号: 169, 页码: 10
作者:  Zheng, Jianguo;  Tang, Yongqiang;  Peng, Xiaoxia;  Zhao, Jun;  Chen, Rui;  Yan, Ruohua;  Peng, Yaguang;  Zhang, Wensheng
收藏  |  浏览/下载：54/0  |  提交时间：2024/03/27
Reference interval  Reference interval  Indirect estimation  Indirect estimation  Machine learning  Machine learning  Deep neural networks  Deep neural networks  Graph clustering  Graph clustering  
Machine learning model for predicting physical activity related bleeding risk in Chinese boys with haemophilia A 期刊论文
THROMBOSIS RESEARCH, 2023, 卷号: 232, 页码: 43-53
作者:  Ai, Di;  Cui, Chang;  Tang, Yongqiang;  Wang, Yan;  Zhang, Ningning;  Zhang, Chenyang;  Zhen, Yingzi;  Li, Gang;  Huang, Kun;  Liu, Guoqing;  Chen, Zhenping;  Zhang, Wensheng;  Wu, Runhui
收藏  |  浏览/下载：42/0  |  提交时间：2024/03/26
Haemophilia  Children  Machine learning  Bleeding predictive modelling  Physical activity  
Deep Learning-Based Image and Video Inpainting: A Survey 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2024, 页码: 34
作者:  Quan, Weize;  Chen, Jiaxi;  Liu, Yanli;  Yan, Dong-Ming;  Wonka, Peter
收藏  |  浏览/下载：71/0  |  提交时间：2024/02/21
Image inpainting  Video inpainting  Deep learning  Content generation  
Multitasking bi-level evolutionary algorithm for data-intensive scientific workflows on clouds 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2024, 卷号: 238, 页码: 11
作者:  Cai, Xingjuan;  Li, Mengxia;  Zhang, Yan;  Zhao, Tianhao;  Zhang, Wensheng;  Chen, Jinjun
收藏  |  浏览/下载：166/0  |  提交时间：2023/12/21
Evolutionary multitasking algorithms  Bi-level optimization  Data-intensive scientific workflow  Data placement  Task scheduling  
BGL-Net: A Brain-Inspired Global-Local Information Fusion Network for Alzheimers Disease Based on sMRI 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2023, 卷号: 15, 期号: 3, 页码: 1161-1169
作者:  Fan, Chen-Chen;  Yang, Hongjun;  Peng, Liang;  Zhou, Xiao-Hu;  Ni, Zhen-Liang;  Zhou, Yan-Jie;  Chen, Sheng;  Hou, Zeng-Guang
收藏  |  浏览/下载：184/0  |  提交时间：2023/12/21
Alzheimer's disease (AD)  cognitive assessment  convolutional neural networks (CNNs)  graph neural networks  structural magnetic resonance imaging (sMRI)