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Toward Human-centered XAI in Practice: A survey 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 740-770
作者:  Xiangwei Kong;  Shujie Liu;  Luhao Zhu
Adobe PDF(1550Kb)  |  收藏  |  浏览/下载：3/0  |  提交时间：2024/07/18
Artificial intelligence (AI) application  explainable AI (XAI)  human-centered design  visual computing  medical diagnosis  
The First Five Years of a Phase Theory for Complex Systems and Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1728-1743
作者:  Dan Wang;  Wei Chen;  Li Qiu
Adobe PDF(1875Kb)  |  收藏  |  浏览/下载：8/4  |  提交时间：2024/07/16
Consensus and synchronization  matrix phases  multi-agent systems  phase theory  sectored real lemma  small phase theorem  
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：22/6  |  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：16/3  |  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：39/10  |  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：39/15  |  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  
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：44/9  |  提交时间：2024/06/21
Cerebral vessels  Generalization  Markov random field  Segmentation  TOF-MRA  Unsupervised learning  
A Unified Framework Based on Graph Consensus Term for Multiview Learning 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2022, 卷号: 35, 期号: 3, 页码: 3964 - 3977
作者:  Xiangzhu Meng;  Lin Feng;  Chonghui Guo;  Huibing Wang;  Shu Wu
Adobe PDF(4280Kb)  |  收藏  |  浏览/下载：22/9  |  提交时间：2024/06/21
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：71/21  |  提交时间：2024/06/12