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科研机构
自动化研究所 [21]
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期刊论文 [20]
会议论文 [1]
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2021 [2]
2020 [2]
2019 [1]
2018 [4]
2017 [1]
2016 [1]
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Learning with smooth Hinge losses
期刊论文
NEUROCOMPUTING, 2021, 卷号: 463, 页码: 379-387
作者:
Luo, JunRu
;
Qiao, Hong
;
Zhang, Bo
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浏览/下载:24/0
  |  
提交时间:2021/12/28
Smooth Hinge loss
Convex surrogate loss
Support vector machine
Trust region Newton method
Automatic classification of excitation location of snoring sounds
期刊论文
Journal of Clinical Sleep Medicine, 2021, 卷号: 17, 期号: 5, 页码: 1031-1038
作者:
Sun JP(孙井鹏)
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浏览/下载:49/0
  |  
提交时间:2021/06/23
machine learning
multiscale entropy
snore classification
obstructive sleep apnea hypopnea syndrome
A radiomics model for preoperative prediction of brain invasion in meningioma non-invasively based on MRI: A multicentre study
期刊论文
EBIOMEDICINE, 2020, 卷号: 58, 页码: 11
作者:
Zhang, Jing
;
Yao, Kuan
;
Liu, Panpan
;
Liu, Zhenyu
;
Han, Tao
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  |  
浏览/下载:26/0
  |  
提交时间:2020/12/04
Meningioma
Brain invasion
Radiomics
Magnetic resonance images
Improving Ranking-Oriented Defect Prediction Using a Cost-Sensitive Ranking SVM
期刊论文
IEEE TRANSACTIONS ON RELIABILITY, 2020, 卷号: 69, 期号: 1, 页码: 139-153
作者:
Yu, Xiao
;
Liu, Jin
;
Keung, Jacky Wai
;
Li, Qing
;
Bennin, Kwabena Ebo
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  |  
浏览/下载:22/0
  |  
提交时间:2020/06/02
Support vector machines
Software
Prediction algorithms
Predictive models
Testing
Software algorithms
Computer science
Cost-sensitive learning
data imbalance
ranking-oriented defect prediction (RODP)
Radiomics analysis of magnetic resonance imaging improves diagnostic performance of lymph node metastasis in patients with cervical cancer
期刊论文
RADIOTHERAPY AND ONCOLOGY, 2019, 卷号: 138, 页码: 141-148
作者:
Wu, Qingxia
;
Wang, Shuo
;
Chen, Xi
;
Wang, Yan
;
Dong, Li
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  |  
浏览/下载:56/0
  |  
提交时间:2019/12/16
Radiomics
Cervical cancer
Lymph nodes
Magnetic resonance imaging
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
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  |  
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
Complexity in mood disorder diagnosis: fMRI connectivity networks predicted medication-class of response in complex patients
期刊论文
ACTA PSYCHIATRICA SCANDINAVICA, 2018, 卷号: 138, 期号: 5, 页码: 472-482
作者:
Osuch, E.
;
Gao, S.
;
Wammes, M.
;
Theberge, J.
;
Willimason, P.
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  |  
浏览/下载:39/0
  |  
提交时间:2019/01/08
mood disorders
bipolar disorder
functional neuroimaging
machine learning
differential diagnosis
Computational Model Based on Neural Network of Visual Cortex for Human Action Recognition
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 5, 页码: 1427-1440
作者:
Liu, Haihua
;
Shu, Na
;
Tang, Qiling
;
Zhang, Wensheng
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  |  
浏览/下载:34/0
  |  
提交时间:2018/10/10
Action Recognition
Classical Receptive Field (Rf)
Spiking Neural Networks (Snns)
Surround Suppression
Visual Cortex
An approach for hyperspectral image classification by optimizing SVM using self organizing map
期刊论文
JOURNAL OF COMPUTATIONAL SCIENCE, 2018, 卷号: 25, 页码: 252-259
作者:
Jain, Deepak Kumar
;
Dubey, Surendra Bilouhan
;
Choubey, Rishin Kumar
;
Sinhal, Amit
;
Arjaria, Siddharth Kumar
收藏
  |  
浏览/下载:29/0
  |  
提交时间:2019/12/16
Self organizing Map(SOM)
Support vector Machine(SVM)
Classification
Hyper-spectral image
Radiomic machine-learning classifiers for prognostic biomarkers of advanced nasopharyngeal carcinoma
期刊论文
CANCER LETTERS, 2017, 卷号: 403, 页码: 21-27
作者:
Zhang, Bin
;
He, Xin
;
Ouyang, Fusheng
;
Gu, Dongsheng
;
Dong, Yuhao
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  |  
浏览/下载:26/0
  |  
提交时间:2018/03/03
Radiomics
Imaging
Nasopharyngeal Carcinoma
Machine-learning
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