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Machine Learning-Assisted System for Thyroid Nodule Diagnosis 期刊论文
THYROID, 2019, 页码: 10
Authors:  Zhang, Bin;  Tian, Jie;  Pei, Shufang;  Chen, Yubing;  He, Xin;  Dong, Yuhao;  Zhang, Lu;  Mo, Xiaokai;  Huang, Wenhui;  Cong, Shuzhen;  Zhang, Shuixing
Favorite  |  View/Download:5/0  |  Submit date:2019/07/12
thyroid nodule  ultrasound  machine learning  random forest  diagnosis  
Identification and Classification of Maize Drought Stress Using Deep Convolutional Neural Network 期刊论文
SYMMETRY-BASEL, 2019, 卷号: 11, 期号: 2, 页码: 14
Authors:  An, Jiangyong;  Li, Wanyi;  Li, Maosong;  Cui, Sanrong;  Yue, Huanran
Favorite  |  View/Download:3/0  |  Submit date:2019/07/12
drought identification  drought classification  phenotype  drought stress  maize  deep convolutional neural network  traditional machine learning  
Rough extreme learning machine: A new classification method based on uncertainty measure 期刊论文
NEUROCOMPUTING, 2019, 卷号: 325, 页码: 269-282
Authors:  Feng, Lin;  Xu, Shuliang;  Wang, Feilong;  Liu, Shenglan;  Qiao, Hong
Favorite  |  View/Download:29/0  |  Submit date:2019/01/08
Extreme learning machine  Rough set  Attribute reduction  Classification  Neural network  
A sequential feature extraction method based on discrete wavelet transform, phase space reconstruction, and singular value decomposition and an improved extreme learning machine for rolling bearing fault diagnosis 期刊论文
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART E-JOURNAL OF PROCESS MECHANICAL ENGINEERING, 2018, 卷号: 232, 期号: 6, 页码: 635-649
Authors:  Li, D. Z.;  Zheng, X.;  Xie, Q. W.;  Jin, Q. B.
Favorite  |  View/Download:3/0  |  Submit date:2019/07/12
Fault identification classification  rolling bearing  discrete wavelet transform  phase space reconstruction  singular value decomposition  improved extreme learning machine  
Machine learning in major depression: From classification to treatment outcome prediction 期刊论文
CNS NEUROSCIENCE & THERAPEUTICS, 2018, 卷号: 24, 期号: 11, 页码: 1037-1052
Authors:  Gao, Shuang;  Calhoun, Vince D.;  Sui, Jing
Favorite  |  View/Download:25/0  |  Submit date:2019/01/08
classification  machine learning  magnetic resonance imaging  major depressive disorder  review  
Complexity in mood disorder diagnosis: fMRI connectivity networks predicted medication-class of response in complex patients 期刊论文
ACTA PSYCHIATRICA SCANDINAVICA, 2018, 卷号: 138, 期号: 5, 页码: 472-482
Authors:  Osuch, E.;  Gao, S.;  Wammes, M.;  Theberge, J.;  Willimason, P.;  Neufeld, R. J.;  Du, Y.;  Sui, J.;  Calhoun, V.
Favorite  |  View/Download:21/0  |  Submit date:2019/01/08
mood disorders  bipolar disorder  functional neuroimaging  machine learning  differential diagnosis  
Forearm Motion Recognition With Noncontact Capacitive Sensing 期刊论文
FRONTIERS IN NEUROROBOTICS, 2018, 卷号: 12, 期号: 12, 页码: 1-13
Authors:  Zheng, Enhao;  Mai, Jingeng;  Liu, Yuxiang;  Wang, Qining
View  |  Adobe PDF(2273Kb)  |  Favorite  |  View/Download:44/13  |  Submit date:2018/10/09
Noncontact Capacitive Sensing  Upper-limb Motion Recognition  Human-machine Interface  Automatic Data Labeling  Robot Learning From Humans  
Genotype prediction of ATRX mutation in lower-grade gliomas using an MRI radiomics signature 期刊论文
EUROPEAN RADIOLOGY, 2018, 卷号: 28, 期号: 7, 页码: 2960-2968
Authors:  Li, Yiming;  Liu, Xing;  Qian, Zenghui;  Sun, Zhiyan;  Xu, Kaibin;  Wang, Kai;  Fan, Xing;  Zhang, Zhong;  Li, Shaowu;  Wang, Yinyan;  Jiang, Tao
Favorite  |  View/Download:46/0  |  Submit date:2018/10/10
Magnetic Resonance Imaging  Genetics  Biomarkers  Glioma  Machine Learning  
Wire Defect Recognition of Spring-Wire Socket Using Multitask Convolutional Neural Networks 期刊论文
IEEE TRANSACTIONS ON COMPONENTS PACKAGING AND MANUFACTURING TECHNOLOGY, 2018, 卷号: 8, 期号: 4, 页码: 689-698
Authors:  Tao, Xian;  Wang, Zihao;  Zhang, Zhengtao;  Zhang, Dapeng;  Xu, De;  Gong, Xinyi;  Zhang, Lei
View  |  Adobe PDF(4279Kb)  |  Favorite  |  View/Download:79/28  |  Submit date:2018/10/02
Convolutional Neural Network (Cnn)  Defect Recognition  Machine Vision  Multitask Learning  Spring-wire Sockets  
Driving Style Recognition for Intelligent Vehicle Control and Advanced Driver Assistance: A Survey 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2018, 卷号: 19, 期号: 3, 页码: 666-676
Authors:  Martinez, Clara Marina;  Heucke, Mira;  Wang, Fei-Yue;  Gao, Bo;  Cao, Dongpu
Favorite  |  View/Download:34/0  |  Submit date:2018/10/10
Driving Style  Driving Conditions  Driver Behavior  Driving Style Recognition  Machine Learning  Intelligent Vehicle Control  Energy Efficiency  Driving Safety