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西安光学精密机械研究... [3]
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期刊论文 [12]
会议论文 [4]
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2018 [16]
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发表日期:2018
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Iterative Filtering and Structural Features for Hyperspectral Image Classification with Limited Samples
期刊论文
CANADIAN JOURNAL OF REMOTE SENSING, 2018, 卷号: 44, 期号: 6, 页码: 575-587
作者:
Wang, Wenning
;
Liu, Xuebin
;
Mou, Xuanqin
;
Sun, Li
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2019/04/30
Edge-group sparse PCA for network-guided high dimensional data analysis
期刊论文
BIOINFORMATICS, 2018, 卷号: 34, 期号: 20, 页码: 3479-3487
作者:
Min, Wenwen
;
Liu, Juan
;
Zhang, Shihua
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  |  
浏览/下载:19/0
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提交时间:2019/01/11
Local Regression and Global Information-Embedded Dimension Reduction
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 10, 页码: 4882-4893
作者:
Yao, Chao
;
Han, Junwei
;
Nie, Feiping
;
Xiao, Fu
;
Li, Xuelong
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  |  
浏览/下载:22/0
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提交时间:2018/10/23
Dimension Reduction
Feature Extraction
Manifold Learning
Unsupervised Learning
Locality preserving projection on SPD matrix Lie group: algorithm and analysis
期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2018, 卷号: 61, 期号: 9, 页码: 15
作者:
Li, Yangyang
;
Lu, Ruqian
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浏览/下载:35/0
  |  
提交时间:2018/07/30
manifold learning
SPD matrix Lie group
locally preserving projection
Laplace operator
Log Euclidean metric
Application of neighbor probability distance in classification of rotating machinery fault sets
期刊论文
Zhendong yu Chongji/Journal of Vibration and Shock, 2018, 卷号: 37, 期号: 11, 页码: 48-54
作者:
Li, Jipu
;
Zhao, Rongzhen
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  |  
浏览/下载:26/0
  |  
提交时间:2020/11/14
Clustering algorithms
Frequency domain analysis
Learning algorithms
Machinery
Motion compensation
Pattern recognition
Probability
Time domain analysis
Dimension reduction
Distance measure
Euclidean distance measure
Feature extracting method
High dimensional data
K-nearest neighbor classifiers (KNN)
Locality preserving projections
Probability distance
Building CT Radiomics Based Nomogram for Preoperative Esophageal Cancer Patients Lymph Node Metastasis Prediction
期刊论文
TRANSLATIONAL ONCOLOGY, 2018, 卷号: 11, 期号: 3, 页码: 815-824
作者:
Shen, Chen
;
Liu, Zhenyu
;
Wang, Zhaoqi
;
Guo, Jia
;
Zhang, Hongkai
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浏览/下载:40/0
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提交时间:2018/10/10
Text Feature Gene Extraction on Imbalanced Big Dataset
期刊论文
Dianzi Keji Daxue Xuebao/Journal of the University of Electronic Science and Technology of China, 2018, 卷号: 47, 期号: 1, 页码: 125-131
作者:
Sun, Jing-Tao
;
Zhang, Qiu-Yu
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浏览/下载:6/0
  |  
提交时间:2020/11/14
Extraction
Feature extraction
Genes
Independent component analysis
Large dataset
Classification performance
Feature selection methods
Imbalance distributions
Imbalanced big dataset
Information entropy
Multidimensional statistical data
Statistical selection methods
Text feature
Robust model-free feature screening based on modified Hoeffding measure for ultra-high dimensional data
期刊论文
STATISTICS AND ITS INTERFACE, 2018, 卷号: 11, 期号: 3, 页码: 473-489
作者:
Yu, Yuan
;
He, Di
;
Zhou, Yong
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浏览/下载:9/0
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提交时间:2019/08/22
Feature screening
Hoeffding measure
Ranking consistency property
Robustness
Sure screening property
Ultrahigh-dimensional data
Apnea and Hypopnea Events Classification Using Amplitude Spectrum Trend Feature of Snores
会议论文
Hawaii, USA, July 17 - July 21
作者:
Jingpeng, Sun
;
Xiyuan, Hu
;
Yingying, Zhao
;
Shuchen, Sun
;
Chen, Chen
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浏览/下载:17/0
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提交时间:2019/11/11
Adaptive Unsupervised Feature Selection With Structure Regularization
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 页码: 944-956
作者:
Luo, Minnan
;
Nie, Feiping
;
Chang, Xiaojun
;
Yang, Yi
;
Hauptmann, Alexander G.
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浏览/下载:5/0
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提交时间:2019/11/26
Adaptive neighbors
dimension reduction
local linear embedding
unsupervised feature selection
structure regularization
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