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Machine Learning for Structure Determination in Single-Particle Cryo-Electron Microscopy: A Systematic Review 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 452-472
Authors:  Wu, Jia-Geng;  Yan, Yang;  Zhang, Dong-Xu;  Liu, Bo-Wen;  Zheng, Qing-Bing;  Xie, Xiao-Liang;  Liu, Shi-Qi;  Ge, Sheng-Xiang;  Hou, Zeng-Guang;  Xia, Ning-Shao
Favorite  |  View/Download:26/0  |  Submit date:2022/03/17
Machine learning  Periodic structures  Task analysis  Proteins  Photomicrography  Coronaviruses  Machine learning algorithms  Clustering  deep learning (DL)  image processing  machine learning  neural network (NN)  single-particle cryo-electron microscopy (cryo-EM)  
CogEmoNet: A Cognitive-Feature-Augmented Driver Emotion Recognition Model for Smart Cockpit 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2021, 页码: 12
Authors:  Li, Wenbo;  Zeng, Guanzhong;  Zhang, Juncheng;  Xu, Yan;  Xing, Yang;  Zhou, Rui;  Guo, Gang;  Shen, Yu;  Cao, Dongpu;  Wang, Fei-Yue
Favorite  |  View/Download:23/0  |  Submit date:2022/01/27
Emotion recognition  Feature extraction  Cognitive processes  Face recognition  Task analysis  Information processing  Convolutional neural networks  Affective computing  driver emotion  facial expression  human-machine interaction (HMI)  smart cockpit  
TWO-STAGE PRE-TRAINING FOR SEQUENCE TO SEQUENCE SPEECH RECOGNITION 会议论文
, 线上会议, 2021-7-18
Authors:  Fan ZY(范志赟);  Zhou SY(周世玉);  Xu B(徐波)
Adobe PDF(230Kb)  |  Favorite  |  View/Download:9/0  |  Submit date:2022/09/17
pre-training  speech recognition  encoder-decoder  sequence-to-sequence  
Exploring wav2vec 2.0 on speaker verification and language identification 会议论文
, 线上会议, 2021-8-30
Authors:  Fan ZY(范志赟);  Li M(李蒙);  Zhou SY(周世玉);  Xu B(徐波)
Adobe PDF(2081Kb)  |  Favorite  |  View/Download:14/1  |  Submit date:2022/09/17
self-supervised  speaker verification  language identification  multi-task learning  wav2vec 2.0  
AI4AD: Artificial intelligence analysis for Alzheimer's disease classification based on a multisite DTI database 期刊论文
Brain Disorders, 2021, 卷号: 1, 期号: 1, 页码: 10005
Authors:  Qu, Yida;  Wang, Pan;  Liu, Bing;  Song, Chengyuan;  Wang, Dawei;  Yang, Hongwei;  Zhang, Zengqiang;  Chen, Pindong;  Kang, Xiaopeng;  Du, Kai;  Yao, Hongxiang;  Zhou, Bo;  Han, Tong;  Zuo, Nianming;  Han, Ying;  Lu, Jie;  Yu, Chunshui;  Zhang, Xi;  Jiang, Tianzi;  Zhou, Yuying;  Liu, Yong
Adobe PDF(957Kb)  |  Favorite  |  View/Download:36/1  |  Submit date:2022/06/16
Alzheimer's disease (AD)  Diffusion tensor imaging (DTI)  Multisite  Automated fiber quantification (AFQ)  Classification  
Deadlock-free Supervisor Design for Robotic Manufacturing Cells With Uncontrollable and Unobservable Events 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 597-605
Authors:  Bo Huang;  MengChu Zhou;  Cong Wang;  Abdullah Abusorrah;  Yusuf Al-Turki
Adobe PDF(12009Kb)  |  Favorite  |  View/Download:30/3  |  Submit date:2021/04/09
Deadlock prevention  Petri nets  robotic manufacturing cells  structure-minimized supervisor  supervisory control  uncontrollability  unobservability  
Bridging the Gap between Prior and Posterior Knowledge Selection for Knowledge-Grounded Dialogue Generation 会议论文
, online, 2020-11
Authors:  Chen, Xiuyi;  Meng, Fandong;  Li, Peng;  Chen, Feilong;  Xu, Shuang;  Xu, Bo;  Zhou, Jie
Adobe PDF(389Kb)  |  Favorite  |  View/Download:20/2  |  Submit date:2022/06/27
Characterizing white matter connectivity in Alzheimer's disease and mild cognitive impairment: An automated fiber quantification analysis with two independent datasets 期刊论文
CORTEX, 2020, 卷号: 129, 页码: 390-405
Authors:  Dou, Xuejiao;  Yao, Hongxiang;  Feng, Feng;  Wang, Pan;  Zhou, Bo;  Jin, Dan;  Yang, Zhengyi;  Li, Jin;  Zhao, Cui;  Wang, Luning;  An, Ningyu;  Liu, Bing;  Zhang, Xi;  Liu, Yong
Favorite  |  View/Download:60/0  |  Submit date:2020/08/31
Alzheimer's disease  Diffusion-weighted MRI  Tract-specific analysis  White matter  Support vector machine  
Independent and reproducible hippocampal radiomic biomarkers for multisite Alzheimer?s disease: diagnosis, longitudinal progress and biological basis 期刊论文
SCIENCE BULLETIN, 2020, 卷号: 65, 期号: 13, 页码: 1103-1113
Authors:  Zhao, Kun;  Ding, Yanhui;  Han, Ying;  Fan, Yong;  Alexander-Bloch, Aaron F.;  Han, Tong;  Jin, Dan;  Liu, Bing;  Lu, Jie;  Song, Chengyuan;  Wang, Pan;  Wang, Dawei;  Wang, Qing;  Xu, Kaibin;  Yang, Hongwei;  Yao, Hongxiang;  Zheng, Yuanjie;  Yu, Chunshui;  Zhou, Bo;  Zhang, Xinqing;  Zhou, Yuying;  Jiang, Tianzi;  Zhang, Xi;  Liu, Yong
Favorite  |  View/Download:106/0  |  Submit date:2020/08/03
Generalizable, Reproducible, and Neuroscientifically Interpretable Imaging Biomarkers for Alzheimer's Disease 期刊论文
ADVANCED SCIENCE, 2020, 页码: 12
Authors:  Jin, Dan;  Zhou, Bo;  Han, Ying;  Ren, Jiaji;  Han, Tong;  Liu, Bing;  Lu, Jie;  Song, Chengyuan;  Wang, Pan;  Wang, Dawei;  Xu, Jian;  Yang, Zhengyi;  Yao, Hongxiang;  Yu, Chunshui;  Zhao, Kun;  Wintermark, Max;  Zuo, Nianming;  Zhang, Xinqing;  Zhou, Yuying;  Zhang, Xi;  Jiang, Tianzi;  Wang, Qing;  Liu, Yong
Favorite  |  View/Download:93/0  |  Submit date:2020/07/20
Alzheimer's disease  computer-aided diagnosis  neurobiological basis  neuroscientifically interpretable biomarkers  structural magnetic resonance imaging