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清华大学 [5]
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期刊论文 [22]
SCI/SSCI论文 [2]
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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
Deep learning
Deep belief networks
Multiclass-classification
Kernel-based SVM
Feature extraction
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
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  |  
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.
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  |  
浏览/下载:20/0
  |  
提交时间:2017/11/09
Classification
dimensionality reduction
feature extraction
hyperspectral
support tensor machine (STM)
support vector machine
(SVM)
tensor
land-cover classification
principal component analysis
dimensionality
reduction
spatial classification
discriminant-analysis
gait
recognition
vector machines
training data
classifiers
features
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
Classification
dimensionality reduction
feature extraction
hyperspectral
support tensor machine (STM)
support vector machine
(SVM)
tensor
land-cover classification
principal component analysis
dimensionality
reduction
spatial classification
discriminant-analysis
gait
recognition
vector machines
training data
classifiers
features
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
Conventional methods
D S evidence theory
Multi criteria decision making
Multi-class classification
Multi-criteria decision making problems
Multiclass classification problems
Multiple Classification
Ordered weighted averaging
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
SUPPORT VECTOR MACHINES
REMOTE-SENSING IMAGES
SVM
FRAMEWORK
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
Random forest
Support vector machine
Back propagation neural network
Pattern recognition
Classification
Electronic tongue
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
Feature space
Hyperplane
Multiclass classification
Support vector machine (SVM)
Unclassifiable region (UR)
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