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Distribution Unified and Probability Space Aligned Teacher-Student Learning for Imbalanced Visual Recognition 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 卷号: 34, 期号: 4, 页码: 2414-2425
作者:  Zhang, Shaoyu;  Chen, Chen;  Xie, Qiong;  Sun, Haigang;  Dong, Fei;  Peng, Silong
收藏  |  浏览/下载：12/0  |  提交时间：2024/05/30
Training  Predictive models  Smoothing methods  Data models  Visualization  Training data  Sun  Class-imbalanced learning  distribution mismatch  probability space mismatch  teacher-student learning  
Prior-guided individualized thalamic parcellation based on local diffusion characteristics 期刊论文
HUMAN BRAIN MAPPING, 2024, 卷号: 45, 期号: 4, 页码: 15
作者:  Gao, Chaohong;  Wu, Xia;  Wang, Yaping;  Li, Gang;  Ma, Liang;  Wang, Changshuo;  Xie, Sangma;  Chu, Congying;  Madsen, Kristoffer Hougaard;  Hou, Zhongyu;  Fan, Lingzhong
收藏  |  浏览/下载：10/0  |  提交时间：2024/05/30
diffusion MRI  individualized brain mapping  machine learning  orientation distribution function  thalamic parcellation  
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：20/5  |  提交时间：2024/05/29
Dementia  multi-modal  machine learning  domain-adversarial neural network  
一元及多元信号分解发展历程与展望 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 1, 页码: 1-20
作者:  陈启明;  文青松;  郎恂;  谢磊;  苏宏业
Adobe PDF(5239Kb)  |  收藏  |  浏览/下载：44/10  |  提交时间：2024/04/12
信号分解  时频分析  希尔伯特–黄变换  多元信号分解