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Non-invasive radiomics approach potentially predicts non-functioning pituitary adenomas subtypes before surgery 期刊论文
EUROPEAN RADIOLOGY, 2018, 卷号: 28, 期号: 9, 页码: 3692-3701
Authors:  Zhang, Shuaitong;  Song, Guidong;  Zang, Yali;  Jia, Jian;  Wang, Chao;  Li, Chuzhong;  Tian, Jie;  Dong, Di;  Zhang, Yazhuo
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Non-functioning Pituitary Adenomas  Null Cell Adenomas  Radiomics  Support Vector Machine  Nomograms  
Multi-threshold White Matter Structural Networks Fusion for Accurate Diagnosis of Tourette Syndrome Children 会议论文
Proceedings of SPIE, Orlando, USA, 2017-02
Authors:  Wen Hongwei;  Yue Liu;  Shengpei Wang;  Zuoyong Li;  Jishui Zhang;  Yun Peng;  Huiguang He;  He Huiguang
View  |  Adobe PDF(2634Kb)  |  Favorite  |  View/Download:122/35  |  Submit date:2017/06/06
Tourette Syndrome  Diffusion Mri  Probabilistic Tractography  Structural Connectivity  Graph Theoretical Analysis  Similarity Network Fusion  Support Vector Machine  
Robust support vector machines based on the rescaled hinge loss function 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 63, 页码: 139-148
Authors:  Xu, Guibiao;  Cao, Zheng;  Hu, Bao-Gang;  Principe, Jose C.
Favorite  |  View/Download:50/0  |  Submit date:2017/02/14
Support Vector Machine  Robustness  Rescaled Hinge Loss  Half-quadratic Optimization  
Nonlinear discriminant analysis based on vanishing component analysis 期刊论文
NEUROCOMPUTING, 2016, 卷号: 218, 页码: 172-184
Authors:  Shao, Yunxue;  Gao, Guanglai;  Wang, Chunheng
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Kernel Discriminant Analysis  Linear Discriminant Analysis  Vanishing Component Analysis  Support Vector Machine  Random Forest  
Representative Vector Machines: A Unified Framework for Classical Classifiers 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 8, 页码: 1877-1888
Authors:  Gui, Jie;  Liu, Tongliang;  Tao, Dacheng;  Sun, Zhenan;  Tan, Tieniu
View  |  Adobe PDF(1081Kb)  |  Favorite  |  View/Download:57/2  |  Submit date:2016/10/20
Discriminant Vector Machine (Dvm)  Pattern Classification  Representative Vector Machines (Rvms)  Sparse Representation  Support Vector Machines (Svms)  
Robust Visual Detection-Learning-Tracking Framework for Autonomous Aerial Refueling of UAVs 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2016, 卷号: 65, 期号: 3, 页码: 510-521
Authors:  Yin, Yingjie;  Wang, Xingang;  Xu, De;  Liu, Fangfang;  Wang, Yinglu;  Wu, Wenqi
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Aerial Refueling  Linear Support Vector Machine (Svm)  Structured Svm  Unmanned Aerial Vehicles (Uavs)  Visual Detection  Visual Tracking  
Estimation of Lower Limb Periodic Motions from sEMG Using Least Squares Support Vector Regression 期刊论文
NEURAL PROCESSING LETTERS, 2015, 卷号: 41, 期号: 3, 页码: 371-388
Authors:  Li, Q. L.;  Song, Y.;  Hou, Z. G.
Favorite  |  View/Download:29/0  |  Submit date:2015/09/21
Semg  Ls-svr  Motion Estimation  Neural Network  Support Vector Machine  Rehabilitation  
基于生物网络的中医药领域 知识发现关键技术研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2015
Authors:  代文
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生物网络  有效成分预测  通路模式  证候分析  支持向量机  关联预测  矩阵分解  中医药  知识发现  Biological Network  Active Component  Pathway Pattern  Syndrome  Support Vector Machine  Drug-disease Association  Matrix Factorization  Traditional Chinese Medicine  Knowledge Discovery  
An unsupervised acoustic fall detection system using source separation for sound interference suppression 期刊论文
SIGNAL PROCESSING, 2015, 卷号: 110, 页码: 199-210
Authors:  Khan, Muhammad Salman;  Yu, Miao;  Feng, Pengming;  Wang, Liang;  Chambers, Jonathon
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Health Care  Fall Detection  Unsupervised Classification  Source Separation  Mel-frequency Cepstral Coefficient  One Class Support Vector Machine  
A novel defect detection and identification method in optical inspection 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2014, 卷号: 24, 期号: 7-8, 页码: 1953-1962
Authors:  Xie, Liangjun;  Huang, Rui;  Gu, Nong;  Cao, Zhiqiang
Favorite  |  View/Download:45/0  |  Submit date:2015/08/12
Optical Inspection  Defect Detection  Classification  Support Vector Machine  Adaptive Resonance Theory Network