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中国科学院数学与系统科学研究院机构知识库
KMS Of Academy of mathematics and systems sciences, CAS
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应用数学研究所 [15]
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张波 [8]
王启华 [3]
张世华 [2]
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Online Semisupervised Active Classification for Multiview PolSAR Data
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 卷号: 52, 期号: 6, 页码: 4415-4429
作者:
Nie, Xiangli
;
Fan, Mingyu
;
Huang, Xiayuan
;
Yang, Wenjing
;
Zhang, Bo
;
Ma, Xiaoshuang
收藏
  |  
浏览/下载:88/0
  |  
提交时间:2023/02/07
Task analysis
Feature extraction
Heuristic algorithms
Data models
Manifolds
Semisupervised learning
Training
Online active learning
online multiview learning
online semisupervised learning (SSL)
polarimetric synthetic aperture radar (PolSAR) data classification
Incremental Learning With Open-Set Recognition for Remote Sensing Image Scene Classification
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 16
作者:
Liu, Weiwei
;
Nie, Xiangli
;
Zhang, Bo
;
Sun, Xian
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  |  
浏览/下载:90/0
  |  
提交时间:2023/02/07
Task analysis
Feature extraction
Data models
Computational modeling
Learning systems
Training
Support vector machines
Deep learning
incremental learning
open-set recognition (OSR)
remote sensing (RS) image scene classification
Surrogate-variable-based model-free feature screening for survival data under the general censoring mechanism
期刊论文
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2021, 页码: 19
作者:
Zhang, Jing
;
Wang, Qihua
;
Wang, Xuan
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  |  
浏览/下载:148/0
  |  
提交时间:2021/10/26
Feature screening
Model-free
Sure screening property
Survival data
Ultrahigh dimensionality
ELF: Extract Landmark Features By Optimizing Topology Maintenance, Redundancy, and Specificity
期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2020, 卷号: 17, 期号: 2, 页码: 411-421
作者:
Feng, Zhan-Ying
;
Wang, Yong
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  |  
浏览/下载:186/0
  |  
提交时间:2020/05/24
Feature extraction
Topology
Ground penetrating radar
Geophysical measurement techniques
Redundancy
Maintenance engineering
Manganese
Feature selection
topology maintenance
optimization
single cell
Probe Efficient Feature Representation of Gapped K-mer Frequency Vectors from Sequences Using Deep Neural Networks
期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2020, 卷号: 17, 期号: 2, 页码: 657-667
作者:
Cao, Zhen
;
Zhang, Shihua
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  |  
浏览/下载:190/0
  |  
提交时间:2020/05/24
DNA
Bioinformatics
Kernel
Feature extraction
Support vector machines
Genomics
Task analysis
Bioinformatics
machine learning
gapped k-mer
deep neural network
transcription factor binding site prediction
Joint feature screening for ultra-high-dimensional sparse additive hazards model by the sparsity-restricted pseudo-score estimator
期刊论文
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2019, 卷号: 71, 期号: 5, 页码: 1007-1031
作者:
Chen, Xiaolin
;
Liu, Yi
;
Wang, Qihua
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  |  
浏览/下载:200/0
  |  
提交时间:2020/01/10
Additive hazards model
Joint feature screening
Iterative hard-thresholding algorithm
Sure screening property
Supervised Polarimetric SAR Image Classification Using Tensor Local Discriminant Embedding
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 6, 页码: 2966-2979
作者:
Huang, Xiayuan
;
Qiao, Hong
;
Zhang, Bo
;
Nie, Xiangli
收藏
  |  
浏览/下载:268/0
  |  
提交时间:2018/07/30
Land cover classification
dimensionality reduction
feature extraction
spatial information
polarimetric signature
tensor local discriminant embedding
PloSAR image
Network-Regularized Sparse Logistic Regression Models for Clinical Risk Prediction and Biomarker Discovery
期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2018, 卷号: 15, 期号: 3, 页码: 944-953
作者:
Min, Wenwen
;
Liu, Juan
;
Zhang, Shihua
收藏
  |  
浏览/下载:250/0
  |  
提交时间:2018/07/30
Sparse logistic regression
network-regularized penalty
survival risk prediction
feature selection
Model-free feature screening for ultrahigh-dimensional data conditional on some variables
期刊论文
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2018, 卷号: 70, 期号: 2, 页码: 283-301
作者:
Liu, Yi
;
Wang, Qihua
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  |  
浏览/下载:208/0
  |  
提交时间:2018/07/30
Conditional distance correlation
Feature selection
Sure screening property
High-dimensional data
Local Discriminant Canonical Correlation Analysis for Supervised PolSAR Image Classification
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2017, 卷号: 14, 期号: 11, 页码: 2102-2106
作者:
Huang, Xiayuan
;
Zhang, Bo
;
Qiao, Hong
;
Nie, Xiangli
收藏
  |  
浏览/下载:135/0
  |  
提交时间:2018/07/30
Canonical correlation analysis (CCA)
dimensionality reduction (DR)
local discriminant embedding (LDE)
multiview feature extraction
supervised polarimetric synthetic aperture radar (PolSAR) image classification