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Generalizability of machine learning for classification of schizophrenia based on resting-state functional MRI data 期刊论文
HUMAN BRAIN MAPPING, 2019, 页码: 13
Authors:  Cai, Xin-Lu;  Xie, Dong-Jie;  Madsen, Kristoffer H.;  Wang, Yong-Ming;  Bogemann, Sophie Alida;  Cheung, Eric F. C.;  Moller, Arne;  Chan, Raymond C. K.
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generalizability  machine learning  reproducibility  schizophrenia spectrum disorders  
Action Units recognition based on Deep Spatial-Convolutional and Multi-label Residual network 期刊论文
NEUROCOMPUTING, 2019, 卷号: 359, 页码: 130-138
Authors:  Wang, Su-Jing;  Lin, Bo;  Wang, Yong;  Yi, Tongqiang;  Zou, Bochao;  Lyu, Xiang-wen
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Sample imbalance problem  AU recognition  Multi-label learning  Local convolution  Residual unit  
Hippocampal theta phases organize the reactivation of large-scale electrophysiological representations during goal-directed navigation 期刊论文
SCIENCE ADVANCES, 2019, 卷号: 5, 期号: 7, 页码: 17
Authors:  Kunz, Lukas;  Wang, Liang;  Lachner-Piza, Daniel;  Zhang, Hui;  Brandt, Armin;  Dumpelmann, Matthias;  Reinacher, Peter C.;  Coenen, Volker A.;  Chen, Dong;  Wang, Wen-Xu;  Zhou, Wenjing;  Liang, Shuli;  Grewe, Philip;  Bien, Christian G.;  Bierbrauer, Anne;  Schroder, Tobias Navarro;  Schulze-Bonhage, Andreas;  Axmacher, Nikolai
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Pattern Recognition Techniques for Non Verbal Human Behavior (NVHB) 期刊论文
PATTERN RECOGNITION LETTERS, 2019, 卷号: 125, 页码: 684-686
Authors:  Yang, Wankou;  Wang, Su-Jing;  Khanna, Pritee;  Li, Xiong
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Psychometric Properties and Criterion Validity of STEU-B and STEM-B in Chinese Context 期刊论文
FRONTIERS IN PSYCHOLOGY, 2019, 卷号: 10, 页码: 11
Authors:  Yan, Shuqun;  Feng, Yuting;  Xu, Yaoshan;  Li, Yongjuan
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emotional understanding  emotional management  situational judgment test  item response theory  criterion validity  
Love is analogous to money in human brain: Coordinate-based and functional connectivity meta-analyses of social and monetary reward anticipation 期刊论文
NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS, 2019, 卷号: 100, 页码: 108-128
Authors:  Gu, Ruolei;  Huang, Wenhao;  Camilleri, Julia;  Xu, Pengfei;  Wei, Ping;  Eickhoff, Simon B.;  Feng, Chunliang
Adobe PDF(2392Kb)  |  Favorite  |  View/Download:39/0  |  Submit date:2019/05/20
Social reward  Reward anticipation  Monetary incentive delay task  Meta-analysis  Functional decoding  Meta-analytic connectivity modeling  Resting-state functional connectivity  
Discriminative Spatiotemporal Local Binary Pattern with Revisited Integral Projection for Spontaneous Facial Micro-Expression Recognition 期刊论文
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, 2019, 卷号: 10, 期号: 1, 页码: 32-47
Authors:  Huang, Xiaohua;  Wang, Su-Jing;  Liu, Xin;  Zhao, Guoying;  Feng, Xiaoyi;  Pietikainen, Matti
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Spontaneous facial micro-expression  spatiotemporal  local binary pattern  integral projection  feature selection  
Depressive Emotion Recognition Based on Behavioral Data 会议论文
HCC 2018, 墨西哥, 2018.12
Authors:  Yue Su;  Huijia Zheng;  Liu XQ(刘晓倩);  Tingshao Zhu
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Diseases  Learning systems  Models  Social networking  
Perspectives on Machine Learning for Classification of Schizotypy Using fMRI Data 期刊论文
SCHIZOPHRENIA BULLETIN, 2018, 卷号: 44, 页码: S480-S490
Authors:  Madsen, Kristoffer H.;  Krohne, Laerke G.;  Cai, Xin-lu;  Wang, Yi;  Chan, Raymond C. K.
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functional magnetic resonance imaging  feature extraction  neuroimaging  schizotypy  schi zophrenia spectrum disorder  
Micro-expression recognition with small sample size by transferring long-term convolutional neural network 期刊论文
NEUROCOMPUTING, 2018, 卷号: 312, 页码: 251-262
Authors:  Wang, Su-Jing;  Li, Bing-Jun;  Liu, Yong-Jin;  Yan, Wen-Jing;  Ou, Xinyu;  Huang, Xiaohua;  Xu, Feng;  Fu, Xiaolan
Adobe PDF(2521Kb)  |  Favorite  |  View/Download:80/0  |  Submit date:2019/01/08
Micro-expression  Deep learning  Transferring learning  Convolutional neural network