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Parameter Identifiability in Statistical Machine Learning: A Review 期刊论文
NEURAL COMPUTATION, 2017, 卷号: 29, 期号: 5, 页码: 1151-1203
作者:  Ran, Zhi-Yong;  Hu, Bao-Gang
浏览  |  Adobe PDF(466Kb)  |  收藏  |  浏览/下载：326/97  |  提交时间：2017/07/18
Parameter Identifiability  Statistical Machine Learning  
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：457/114  |  提交时间：2017/02/14
Neuroimaging  Machine Learning  Classification  Brain Disorders  Prediction  
Network-Based Statistic Show Aberrant Functional Connectivity in Alzheimer's Disease 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2016, 卷号: 10, 期号: 7, 页码: 1182-1188
作者:  Zhan, Yafeng;  Yao, Hongxiang;  Wang, Pan;  Zhou, Bo;  Zhang, Zengqiang;  Guo, Yan'e;  An, Ningyu;  Ma, Jianhua;  Zhang, Xi;  Liu, Yong;  Liu Yong
浏览  |  Adobe PDF(465Kb)  |  收藏  |  浏览/下载：564/213  |  提交时间：2017/02/08
Alzheimer's Disease  Components Of Interest  Mild Cognitive Impairment  Network-based Statistic  
Multimedia News Summarization in Search 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2016, 卷号: 7, 期号: 3
作者:  Li, Zechao;  Tang, Jinhui;  Wang, Xueming;  Liu, Jing;  Lu, Hanqing
Adobe PDF(1304Kb)  |  收藏  |  浏览/下载：473/197  |  提交时间：2016/10/20
Design  Algorithms  Performance  Human Factors  News Summarization  Topic Structure  Multimodal  Hierarchical Latent Dirichlet Allocation  Maximum Spanning Tree  
Biologically Inspired Model for Visual Cognition Achieving Unsupervised Episodic and Semantic Feature Learning 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 10, 页码: 2335-2347
作者:  Qiao, Hong;  Li, Yinlin;  Li, Fengfu;  Xi, Xuanyang;  Wu, Wei
浏览  |  Adobe PDF(2781Kb)  |  收藏  |  浏览/下载：454/151  |  提交时间：2016/06/21
Biologically Inspired  Hierarchical Model  Key Components Learning  Semantic Description  
Discriminating Bipolar Disorder From Major Depression Based on SVM-FoBa: Efficient Feature Selection With Multimodal Brain Imaging Data 期刊论文
IEEE TRANSACTIONS ON AUTONOMOUS MENTAL DEVELOPMENT, 2015, 卷号: 7, 期号: 4, 页码: 320-331
作者:  Jie, Nan-Feng;  Zhu, Mao-Hu;  Ma, Xiao-Ying;  Osuch, Elizabeth A.;  Wammes, Michael;  Theberge, Jean;  Li, Huan-Dong;  Zhang, Yu;  Jiang, Tian-Zi;  Sui, Jing;  Calhoun, Vince D.
浏览  |  Adobe PDF(1662Kb)  |  收藏  |  浏览/下载：384/69  |  提交时间：2016/01/22
Bipolar Disorder  Classification  Feature Selection  Major Depression  Multimodal Fusion  
A dynamic causal modeling analysis of the effective connectivities underlying top-down letter processing 期刊论文
NEUROPSYCHOLOGIA, 2011, 卷号: 49, 期号: 5, 页码: 1177-1186
作者:  Liu, Jiangang;  Li, Jun;  Rieth, Cory A.;  Huber, David E.;  Tian, Jie;  Lee, Kang
浏览  |  Adobe PDF(1300Kb)  |  收藏  |  浏览/下载：268/56  |  提交时间：2015/08/12
Letter Processing  Word Processing  Top-down Processing  Fmri  Dynamic Causal Modeling