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Kernelized support vector machine with deep learning: An efficient approach for extreme multiclass dataset 期刊论文
PATTERN RECOGNITION LETTERS, 2018, 卷号: 115, 页码: 4-13
作者:  Zareapoor, Masoumeh;  Shamsolmoali, Pourya;  Jain, Deepak Kumar;  Wanx, Haoxiang;  Yang, Jie
收藏  |  浏览/下载:31/0  |  提交时间:2019/07/12
Hardware design of multiclass SVM classification for epilepsy and epileptic seizure detection 期刊论文
IET CIRCUITS DEVICES & SYSTEMS, 2018, 卷号: 12, 页码: 108-115
作者:  Wang, Yuanfa;  Li, Zunchao;  Feng, Lichen;  Bai, Hailong;  Wang, Chuang
收藏  |  浏览/下载:13/0  |  提交时间:2019/11/26
Daubechies order 4-wavelet  three-class classification scheme  healthy EEG signals  epilepsy  medical signal processing  hardware design  one-against-one multiclass NLSVM  automatic detection system  DWT-based feature extraction module  electroencephalography  low-dimensional feature vectors  multiclass SVM classification  Lagrange multipliers  epileptic seizure detection  FPGA platform  multiclass nonlinear support vector machine classifiers  original sequential minimal optimisation  on-chip training  modified sequential minimal optimisation  inter-ictal EEG signals  multiclass NLSVM classifiers  feature extraction  discrete wavelet transform  three-class classification VLSI system  discrete wavelet transforms  hardware implementation  three-level DWT  absolute value decision  MSMO training module  OAO multiclass NLSVM  OAO multiclass classification module  support vector machines  software implementation  
Automatic Assessment of Pathological Voice Quality Using Multidimensional Acoustic Analysis Based on the GRBAS Scale 期刊论文
Journal of Signal Processing Systems for Signal Image and Video Technology, 2016
作者:  Zhijian Wang;  Ping Yu;  Nan Yan;  Lan Wang;  Manwa L. Ng
收藏  |  浏览/下载:19/0  |  提交时间:2017/01/13
Support Tensor Machines for Classification of Hyperspectral Remote Sensing Imagery SCI/SSCI论文
2016
作者:  Guo X.;  Huang, X.;  Zhang, L. F.;  Zhang, L. P.;  Plaza, A.
收藏  |  浏览/下载:20/0  |  提交时间:2017/11/09
Support Tensor Machines for Classification of Hyperspectral Remote Sensing Imagery SCI/SSCI论文
2016
作者:  Guo X.;  Huang, X.;  Zhang, L. F.;  Zhang, L. P.;  Plaza, A.
收藏  |  浏览/下载:23/0  |  提交时间:2016/12/16
A multi-class SVM based on FCOWA-ER 期刊论文
Kongzhi yu Juece/Control and Decision, 2015, 卷号: 30, 期号: [db:dc_citation_issue], 页码: 1773-1778
作者:  Liu, Wei-Bing;  Yang, Yi;  Han, De-Qiang
收藏  |  浏览/下载:7/0  |  提交时间:2019/12/02
Multidimensional Acoustic Analysis for Voice Quality Assessment based on the GRBAS Scale 会议论文
Chinese Spoken Language Processing (ISCSLP), 2014 9th International Symposium on, 新加坡
作者:  Ping Yu;  Zhijian Wang;  Shanshan Liu;  Nan Yan;  Lan Wang
收藏  |  浏览/下载:9/0  |  提交时间:2015/09/01
Semisupervised Classification for Hyperspectral Imagery With Transductive Multiple-Kernel Learning 期刊论文
http://dx.doi.org/10.1109/LGRS.2014.2316141, 2014
Sun, Zhuo; Wang, Cheng; Li, Dilong; Li, Jonathan; 王程; 李军
收藏  |  浏览/下载:2/0  |  提交时间:2015/07/22
Comparison of random forest, support vector machine and back propagation neural network for electronic tongue data classification: Application to the recognition of orange beverage and Chinese vinegar 期刊论文
SENSORS AND ACTUATORS B-CHEMICAL, 2013, 卷号: 177, 页码: 970-980
作者:  Liu, Miao
收藏  |  浏览/下载:18/0  |  提交时间:2016/06/22
A vector-valued support vector machine model for multiclass problem 期刊论文
Information Sciences, 2013, 卷号: 235, 页码: 174-194
作者:  Wang, Ran;  Kwong, Sam*;  Chen, Degang;  Cao, Jingjing
收藏  |  浏览/下载:3/0  |  提交时间:2019/12/04


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