中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
自动化研究所 [15]
采集方式
OAI收割 [15]
内容类型
期刊论文 [13]
会议论文 [2]
发表日期
2021 [15]
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发表日期:2021
专题:自动化研究所
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Improvement of the Classification Accuracy of Steady-State Visual Evoked Potential-Based Brain-Computer Interfaces by Combining L1-MCCA with SVM
期刊论文
OAI收割
APPLIED SCIENCES-BASEL, 2021, 卷号: 11, 期号: 23, 页码: 13
作者:
Gao, Yuhang
;
Si, Juanning
;
Wu, Sijin
;
Li, Weixian
;
Liu, Hao
  |  
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2022/02/16
steady-state visual evoked potential (SSVEP)
brain-computer interface (BCI)
l1-regularized multiway canonical correlation analysis (L1-MCCA)
support vector machine (SVM)
particle swarm optimization (PSO)
Learning with smooth Hinge losses
期刊论文
OAI收割
NEUROCOMPUTING, 2021, 卷号: 463, 页码: 379-387
作者:
Luo, JunRu
;
Qiao, Hong
;
Zhang, Bo
  |  
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2021/12/28
Smooth Hinge loss
Convex surrogate loss
Support vector machine
Trust region Newton method
Altered Connection and Diagnosis Utility of White Matter in Alzheimer's Disease: A Multi-site Automated Fiber Quantification Study
会议论文
OAI收割
Guadalajara, Jalisco, Mexico, 01-05 November 2021
作者:
Qu, Yida
;
Wang, Pan
;
Liu, Bing
;
Kang, Xiaopeng
;
Chen, Pindong
  |  
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2022/06/16
A Minimax Probability Machine for Nondecomposable Performance Measures
期刊论文
OAI收割
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:
Luo, Junru
;
Qiao, Hong
;
Zhang, Bo
  |  
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2022/01/27
Measurement
Task analysis
Covariance matrices
Support vector machines
Prediction algorithms
Minimization
Kernel
Imbalanced classification
minimax probability machine
nondecomposable performance measures
Quantitative Radiomic Features as New Biomarkers for Alzheimer's Disease: An Amyloid PET Study
期刊论文
OAI收割
CEREBRAL CORTEX, 2021, 卷号: 31, 期号: 8, 页码: 3950-3961
作者:
Ding, Yanhui
;
Zhao, Kun
;
Che, Tongtong
;
Du, Kai
;
Sun, Hongzan
  |  
收藏
  |  
浏览/下载:54/0
  |  
提交时间:2021/11/02
Alzheimer's disease
biomarker
machine learning
prediction
quantitative radiomic features
Automatic classification of excitation location of snoring sounds
期刊论文
OAI收割
Journal of Clinical Sleep Medicine, 2021, 卷号: 17, 期号: 5, 页码: 1031-1038
作者:
Sun JP(孙井鹏)
  |  
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2021/06/23
machine learning
multiscale entropy
snore classification
obstructive sleep apnea hypopnea syndrome
Facile PEG-based isolation and classification of cancer extracellular vesicles and particles with label-free surface-enhanced Raman scattering and pattern recognition algorithm
期刊论文
OAI收割
ANALYST, 2021, 卷号: 146, 期号: 6, 页码: 1949-1955
作者:
Yin, Pengju
;
Li, Guoqian
;
Zhang, Baoyue
;
Farjana, Haque
;
Zhao, Lei
  |  
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2021/04/21
Convolutional Ordinal Regression Forest for Image Ordinal Estimation
期刊论文
OAI收割
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 12
作者:
Zhu, Haiping
;
Shan, Hongming
;
Zhang, Yuheng
;
Che, Lingfu
;
Xu, Xiaoyang
  |  
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2022/01/27
Decision trees
Estimation
Task analysis
Forestry
Vegetation
Random forests
Support vector machines
Differentiable decision trees
image ordinal estimation
ordinal distribution learning
ordinal regression (OR)
random forest
Sample-based online learning for bi-regular hinge loss
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2021, 页码: 16
作者:
Xue, Wei
;
Zhong, Ping
;
Zhang, Wensheng
;
Yu, Gaohang
;
Chen, Yebin
  |  
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2021/03/08
SVM
Max-margin classification
Hinge loss
Elastic net
Online learning
Fugl-Meyer hand motor imagination recognition for brain-computer interfaces using only fNIRS
期刊论文
OAI收割
COMPLEX & INTELLIGENT SYSTEMS, 2021, 页码: 11
作者:
Li, Chenguang
;
Yang, Hongjun
;
Cheng, Long
  |  
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2021/03/01
Brain-computer interface
Functional near-infrared spectroscopy (fNIRS)
Motor imagery
Classification
Empirical mode decomposition