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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：9/0  |  提交时间：2024/05/29
Dementia  multi-modal  machine learning  domain-adversarial neural network  
Exploring Explicitly Disentangled Features for Domain Generalization 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 卷号: 33, 期号: 11, 页码: 6360-6373
作者:  Li, Jingwei;  Li, Yuan;  Wang, Huanjie;  Liu, Chengbao;  Tan, Jie
Adobe PDF(2432Kb)  |  收藏  |  浏览/下载：84/1  |  提交时间：2023/12/21
Domain generalization  feature disentanglement  Fourier transform  data augmentation  
Deep Channel-Correlation Network for Motor Imagery Decoding From the Same Limb 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2020, 卷号: 28, 期号: 1, 页码: 297-306
作者:  Ma, Xuelin;  Qiu, Shuang;  Wei, Wei;  Wang, Shengpei;  He, Huiguang
浏览  |  Adobe PDF(2475Kb)  |  收藏  |  浏览/下载：405/72  |  提交时间：2020/03/30
Channel-correlation network  electroen-cephalography (EEG)  ensemble learning  fine motor imagery  same limb  
An automated pipeline for bouton, spine, and synapse detection of in vivo two-photon images 期刊论文
BIODATA MINING, 2017, 卷号: 10, 期号: 10, 页码: 40
作者:  Xie, Qiwei;  Chen, Xi;  Deng, Hao;  Liu, Danqian;  Sun, Yingyu;  Zhou, Xiaojuan;  Yang, Yang;  Han, Hua
浏览  |  Adobe PDF(3659Kb)  |  收藏  |  浏览/下载：552/173  |  提交时间：2018/10/09
In Vivo Two-photon imagIng  Synapse  Bouton  Spine  Image Enhancement  
Demographic Analysis from Biometric Data: Achievements, Challenges, and New Frontiers 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 2, 页码: 332-351
作者:  Sun, Yunlian;  Zhang, Man;  Sun, Zhenan;  Tan, Tieniu
浏览  |  Adobe PDF(2995Kb)  |  收藏  |  浏览/下载：839/300  |  提交时间：2017/09/16
Demographic Estimation  Biometrics  Human Age Estimation  Gender Classification  Race Recognition  
Single subject prediction of brain disorders in neuroimaging: Promises and pitfalls 期刊论文
NEUROIMAGE, 2017, 卷号: 145, 页码: 137-165
作者:  Arbabshirani, Mohammad R.;  Plis, Sergey;  Sui, Jing;  Calhoun, Vince D.
Adobe PDF(2676Kb)  |  收藏  |  浏览/下载：459/114  |  提交时间：2017/02/14
Neuroimaging  Machine Learning  Classification  Brain Disorders  Prediction  
Automated separation of stars and normal galaxies based on statistical mixture modeling with RBF neural networks 期刊论文
CHINESE JOURNAL OF ASTRONOMY AND ASTROPHYSICS, 2003, 卷号: 3, 期号: 3, 页码: 277-286
作者:  Qin, DM;  Guo, P;  Hu, ZY;  Zhao, YH
收藏  |  浏览/下载：144/0  |  提交时间：2015/11/08
Methods : Data Analysis  Techniques : Spectroscopic  Stars : General  Galaxies : Stellar Content  
A PCA based efficient stellar spectra classification method 期刊论文
SPECTROSCOPY AND SPECTRAL ANALYSIS, 2003, 卷号: 23, 期号: 1, 页码: 182-186
作者:  Qin, DM;  Hu, ZY;  Zhao, YH
收藏  |  浏览/下载：111/0  |  提交时间：2015/11/08
Stellar Spectra Classification  Principal Component Analysis (Pca)  Eigen-matrix  Nearest Neighbor Approach  
The application of adaptive boosting method in automated spectral classification of active galactic nuclei 期刊论文
SPECTROSCOPY AND SPECTRAL ANALYSIS, 2008, 卷号: 28, 期号: 2, 页码: 472-477
作者:  Zhao Mei-fang;  Luo A-lie;  Wu Fu-chao;  Zhao Yong-heng
收藏  |  浏览/下载：222/0  |  提交时间：2015/11/08
Active Galactic Nuclei(Agn)  Adaptive Boosting (Adaboost)  Weak Classifier  Classification  Broad (Narrow)-line Agns  
Supervised feature extraction based on FDA and galaxy spectra classification 期刊论文
SPECTROSCOPY AND SPECTRAL ANALYSIS, 2007, 卷号: 27, 期号: 9, 页码: 1898-1901
作者:  Li Xiang-ru;  Hu Zhan-yi;  Zhao Yong-heng
收藏  |  浏览/下载：189/0  |  提交时间：2015/11/08
Spectra Feature Extraction  Agn  Supervised Feature Extraction  Spectra Classification  Fisher Discriminant Analysis