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Supervised learning for parameterized Koopmans-Beckmann's graph matching 期刊论文
PATTERN RECOGNITION LETTERS, 2021, 卷号: 143, 页码: 8-13
Authors:  Zeng, Shaofeng;  Liu, Zhiyong;  Yang, Xu
Favorite  |  View/Download:10/0  |  Submit date:2021/03/29
Graph matching  Koopmans-Beckmann  Supervised learning  Structured SVM  
Target Detection Using Ternary Classification During a Rapid Serial Visual Presentation Task Using Magnetoencephalography Data 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2021, 卷号: 15, 页码: 13
Authors:  Zhang, Chuncheng;  Qiu, Shuang;  Wang, Shengpei;  He, Huiguang
Favorite  |  View/Download:9/0  |  Submit date:2021/04/27
RSVP  ERP  MEG  CNN  SVM  
Sample-based online learning for bi-regular hinge loss 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2021, 页码: 16
Authors:  Xue, Wei;  Zhong, Ping;  Zhang, Wensheng;  Yu, Gaohang;  Chen, Yebin
Favorite  |  View/Download:9/0  |  Submit date:2021/03/08
SVM  Max-margin classification  Hinge loss  Elastic net  Online learning  
Identification and classification of driving behaviour at a signalized intersection using support vector machine 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 480-491
Authors:  Soni Lanka Karri;  Liyanage Chandratilak De Silva;  Daphne Teck Ching Lai;  Shiaw Yin Yong
Adobe PDF(1497Kb)  |  Favorite  |  View/Download:5/0  |  Submit date:2021/05/24
Signalized intersection  driving behaviour  machine learning  support vector machine (SVM)  road accidents  
Distinguishing Epileptiform Discharges From Normal Electroencephalograms Using Scale-Dependent Lyapunov Exponent 期刊论文
FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY, 2020, 卷号: 8, 页码: 14
Authors:  Li, Qiong;  Gao, Jianbo;  Huang, Qi;  Wu, Yuan;  Xu, Bo
Favorite  |  View/Download:8/0  |  Submit date:2021/01/07
EEG  epileptiform discharges  power spectral density (PSD)  scale-dependent Lyapunov exponent (SDLE)  random forest classifier  support vector machine (SVM)  
A Comparison of Correlation Filter-Based Trackers and Struck Trackers 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2020, 卷号: 30, 期号: 9, 页码: 3106-3118
Authors:  Wang, Jinqiao;  Zheng, Linyu;  Tang, Ming;  Feng, Jiayi
Favorite  |  View/Download:6/0  |  Submit date:2021/01/07
Correlation  Target tracking  Kernel  Support vector machines  Training  Optimization  Discrete Fourier transforms  Visual tracking  correlation filters  structured output SVM tracker  struck  ranking SVM tracker  
Research on an Urban Building Area Extraction Method with High-Resolution PolSAR Imaging Based on Adaptive Neighborhood Selection Neighborhoods for Preserving Embedding 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2020, 卷号: 9, 期号: 2, 页码: 15
Authors:  Cheng, Bo;  Cui, Shiai;  Ma, Xiaoxiao;  Liang, Chenbin
Favorite  |  View/Download:26/0  |  Submit date:2020/06/02
PolSAR  machine learning  ANSNPE  SVM  
A Real-Time and Ubiquitous Network Attack Detection Based on Deep Belief Network and Support Vector Machine 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 790-799
Authors:  Hao Zhang;  Yongdan Li;  Zhihan Lv;  Arun Kumar Sangaiah;  Tao Huang
Adobe PDF(3055Kb)  |  Favorite  |  View/Download:4/0  |  Submit date:2021/03/11
Deep belief network (DBN)  flow calculation  frequent pattern  intrusion detection  sliding window  support vector machine (SVM)  
An Integrated MCI Detection Framework Based on Spectral-temporal Analysis 期刊论文
International Journal of Automation and Computing, 2019, 卷号: 16, 期号: 6, 页码: 786-799
Authors:  Jiao Yin;  Jinli Cao;  Siuly Siuly;  Hua Wang
Adobe PDF(2203Kb)  |  Favorite  |  View/Download:3/1  |  Submit date:2021/02/22
Electroencephalogram (EEG)  dementia early detection  mild cognitive impairment (MCI)  stationary wavelet transformation (SWT)  support vector machine (SVM).  
Non-Contact Early Warning of Shaking Palsy 期刊论文
IEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE-JTEHM, 2019, 卷号: 7, 页码: 8
Authors:  Yan, Xiaodong;  Fan, Dou;  Ren, Aifeng;  Zhao, Nan;  Zhang, Zhiya;  Haider, Daniyal;  Khan, Muhammad Bilal;  Tian, Jie
Favorite  |  View/Download:37/0  |  Submit date:2019/12/16
Parkinsonian gait detection  shaking palsy (SP)  principal component analysis (PCA)  SVM classification