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Aggregating Randomized Clustering-Promoting Invariant Projections for Domain Adaptation 期刊论文
IEEE Trans. Pattern Anal. Machine Intell., 2019, 卷号: 41, 期号: 5, 页码: 1027-1042
作者:  Jian Liang;  Ran He;  Zhenan Sun;  Tieniu Tan
浏览  |  Adobe PDF(865Kb)  |  收藏  |  浏览/下载:454/151  |  提交时间:2019/06/10
Unsupervised Domain Adaptation  Domain-invariant Projection  Class-clustering  Sampling-and-fusion  
Concept evolution analysis based on the Dissipative Structure of Concept Semantic Space 期刊论文
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2018, 卷号: 81, 页码: 384-394
作者:  Wei, Xiao;  Zeng, Daniel Dajun;  Luo, Xiangfeng
收藏  |  浏览/下载:240/0  |  提交时间:2018/10/10
Concept Semantic Space  Dissipative Structure  Concept Evolution  Text Semantic  Cyber-physical System  
Brain Network Studies in Chronic Disorders of Consciousness: Advances and Perspectives 期刊论文
NEUROSCIENCE BULLETIN, 2018, 卷号: 34, 期号: 4, 页码: 592-604
作者:  Song, Ming;  Zhang, Yujin;  Cui, Yue;  Yang, Yi;  Jiang, Tianzi
浏览  |  Adobe PDF(688Kb)  |  收藏  |  浏览/下载:411/91  |  提交时间:2018/10/10
Disorders Of Consciousness  Neuroimaging  Brain Network  Brainnetome  
MicroRNA132 associated multimodal neuroimaging patterns in unmedicated major depressive disorder 期刊论文
BRAIN, 2018, 卷号: 141, 期号: 3, 页码: 916-926
作者:  Qi, Shile;  Yang, Xiao;  Zhao, Liansheng;  Calhoun, Vince D.;  Perrone-Bizzozero, Nora;  Liu, Shengfeng;  Jiang, Rongtao;  Jiang, Tianzi;  Sui, Jing;  Ma, Xiaohong
浏览  |  Adobe PDF(1019Kb)  |  收藏  |  浏览/下载:441/118  |  提交时间:2018/03/08
Major Depressive Disorder  Microrna132  Supervised Multimodal Fusion  Fronto-limbic Network  Unmedicated  
Personality-based refinement for sentiment classification in microblog 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2017, 卷号: 132, 期号: 132, 页码: 204-214
作者:  Lin, Junjie;  Mao, Wenji;  Zeng, Daniel D.
浏览  |  Adobe PDF(965Kb)  |  收藏  |  浏览/下载:575/245  |  提交时间:2018/01/04
Sentiment Classification  Social Media Analytics  Personality Prediction  Big Five Model  
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:883/311  |  提交时间:2017/09/16
Demographic Estimation  Biometrics  Human Age Estimation  Gender Classification  Race Recognition  
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:351/110  |  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:485/123  |  提交时间:2017/02/14
Neuroimaging  Machine Learning  Classification  Brain Disorders  Prediction  
Convergent and divergent intranetwork and internetwork connectivity patterns in patients with remitted late-life depression and amnestic mild cognitive impairment 期刊论文
CORTEX, 2016, 卷号: 83, 期号: 83, 页码: 194-211
作者:  Chen, Jiu;  Shu, Hao;  Wang, Zan;  Zhan, Yafeng;  Liu, Duan;  Liao, Wenxiang;  Xu, Lin;  Liu, Yong;  Zhang, Zhijun;  Yong Liu and Zhijun Zhang
浏览  |  Adobe PDF(3101Kb)  |  收藏  |  浏览/下载:573/227  |  提交时间:2017/02/08
Remitted Late-life Depression  Amnestic Mild Cognitive Impairment  Fmri  Intranetwork  Internetwork  
A multi-level text representation model within background knowledge based on human cognitive process for big data analysis 期刊论文
CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2016, 卷号: 19, 期号: 3, 页码: 1475-1487
作者:  Wei, Xiao;  Zhang, Jun;  Zeng, Daniel Dajun;  Li, Qing
浏览  |  Adobe PDF(4930Kb)  |  收藏  |  浏览/下载:412/162  |  提交时间:2016/12/26
Text Comprehension  Background Knowledge  Text Representation  Human Cognitive Process  Surface Code  Text Base  Situational Model  Semantics