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Machine learning in small sample neuroimaging studies: Novel measures for schizophrenia analysis 期刊论文
HUMAN BRAIN MAPPING, 2024, 卷号: 45, 期号: 5, 页码: 17
作者:  Jimenez-Mesa, Carmen;  Ramirez, Javier;  Yi, Zhenghui;  Yan, Chao;  Chan, Raymond;  Murray, Graham K.;  Gorriz, Juan Manuel;  Suckling, John
Adobe PDF(6095Kb)  |  收藏  |  浏览/下载：112/0  |  提交时间：2024/05/05
cross-validation  deep learning  explanaible AI  machine learning  resubstitution with upper bound correction  schizophrenia  sulcal morphology  
A Multidimensional Parallel Convolutional Connected Network Based on Multisource and Multimodal Sensor Data for Human Activity Recognition 期刊论文
IEEE Internet of Things Journal, 2023, 卷号: 10, 期号: 16, 页码: 14873-14885
作者:  Wang, Yuhao;  Xu, Hongji;  Zheng, Lina;  Zhao, Guozhen;  Liu, Zhi;  Zhou, Shuang;  Wang, Mengmeng;  Xu, Jie
收藏  |  浏览/下载：33/0  |  提交时间：2024/07/18
Feature extraction  Internet of Things  Deep learning  Monitoring  Data mining  Convolutional neural networks  Wearable computer  shuman activity recognition (HAR)  leave-one-subject-out (LOSO) cross-validation (CV)  multisource and multimodal sensor (MMS) data  squeeze-and-excitation (SE) blocks  tenfold CV  
A multi-country, multi-sector replication challenge to the validity of the cultural tightness-looseness measure 期刊论文
ASIA PACIFIC JOURNAL OF MANAGEMENT, 2021, 卷号: 38, 期号: 2, 页码: 735-764
作者:  Trevino, Len J.;  Egri, Carolyn P.;  Ralston, David A.;  Naoumova, Irina;  Furrer, Olivier;  Li, Yongjuan;  Leon Darder, Fidel;  de la Garza Carranza, Maria Teresa
Adobe PDF(570Kb)  |  收藏  |  浏览/下载：610/0  |  提交时间：2021/06/14
Cultural tightness-looseness measure  Validation study  Measurement issues  Cross-cultural research  
Individualized prediction of dispositional worry using white matter connectivity 期刊论文
PSYCHOLOGICAL MEDICINE, 2019, 卷号: 49, 期号: 12, 页码: 1999-2008
作者:  Feng, Chunliang;  Cui, Zaixu;  Cheng, Dazhi;  Xu, Rui;  Gu, Ruolei
Adobe PDF(646Kb)  |  收藏  |  浏览/下载：595/1  |  提交时间：2019/10/25
Cross-validation  diffusion tensor imaging  machine learning  relevance vector regression  worry  
Spotting micro-expressions on long videos sequences 会议论文
Proceedings - 14th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2019, Lille, France, May 14, 2019 - May 18, 2019
作者:  Li, Jingting;  Soladié, Catherine;  Séguier, Renaud;  Wang, Su-Jing;  Yap, Moi Hoon
收藏  |  浏览/下载：330/0  |  提交时间：2019/11/08
Baseline results - Cross validation - Facial movements - Feature differences - Local binary patterns - Micro-expressions - Temporal pattern - Temporal windows  
Individualized prediction of trait narcissism from whole-brain resting-state functional connectivity 期刊论文
HUMAN BRAIN MAPPING, 2018, 卷号: 39, 期号: 9, 页码: 3701-3712
作者:  Feng, Chunliang;  Yuan, Jie;  Geng, Haiyang;  Gu, Ruolei;  Zhou, Hui;  Wu, Xia;  Luo, Yuejia
Adobe PDF(890Kb)  |  收藏  |  浏览/下载：691/0  |  提交时间：2018/12/18
connectome-based predictive modeling  cross validation  narcissism  resting-state functional connectivity  
Resting-State Functional Connectivity Underlying Costly Punishment: A Machine-Learning Approach 期刊论文
NEUROSCIENCE, 2018, 卷号: 385, 页码: 25-37
作者:  Chunliang Feng;  Zhiyuan Zhu;  Ruolei Gu;  Xia Wu;  Yue-Jia Luo;  Frank Krueger
Adobe PDF(2223Kb)  |  收藏  |  浏览/下载：300/0  |  提交时间：2021/01/28
costly punishment  fairness  ultimatum game  machine learning  support vector machine  cross validation