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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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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
Authors:
Nie, Xiangli
;
Fan, Mingyu
;
Huang, Xiayuan
;
Yang, Wenjing
;
Zhang, Bo
;
Ma, Xiaoshuang
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View/Download:25/0
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Submit date: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
Authors:
Liu, Weiwei
;
Nie, Xiangli
;
Zhang, Bo
;
Sun, Xian
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View/Download:27/0
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Submit date: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
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
Authors:
Cao, Zhen
;
Zhang, Shihua
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View/Download:129/0
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Submit date: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
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
Authors:
Feng, Zhan-Ying
;
Wang, Yong
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View/Download:125/0
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Submit date:2020/05/24
Feature extraction
Topology
Ground penetrating radar
Geophysical measurement techniques
Redundancy
Maintenance engineering
Manganese
Feature selection
topology maintenance
optimization
single cell
A Novel Biologically Inspired Visual Cognition Model: Automatic Extraction of Semantics, Formation of Integrated Concepts, and Reselection Features for Ambiguity
期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2018, 卷号: 10, 期号: 2, 页码: 420-431
Authors:
Yin, Peijie
;
Qiao, Hong
;
Wu, Wei
;
Qi, Lu
;
Li, Yinlin
;
Zhong, Shanlin
;
Zhang, Bo
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View/Download:166/0
  |  
Submit date:2018/07/30
Biologically inspired model
object recognition
semantic learning
structural learning
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
Authors:
Huang, Xiayuan
;
Qiao, Hong
;
Zhang, Bo
;
Nie, Xiangli
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View/Download:198/0
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Submit date:2018/07/30
Land cover classification
dimensionality reduction
feature extraction
spatial information
polarimetric signature
tensor local discriminant embedding
PloSAR image
Deep learning aided decision support for pulmonary nodules diagnosing: a review
期刊论文
JOURNAL OF THORACIC DISEASE, 2018, 卷号: 10, 页码: S867-S875
Authors:
Yang, Yixin
;
Feng, Xiaoyi
;
Chi, Wenhao
;
Li, Zhengyang
;
Duan, Wenzhe
;
Liu, Haiping
;
Liang, Wenhua
;
Wang, Wei
;
Chen, Ping
;
He, Jianxing
;
Liu, Bo
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View/Download:106/0
  |  
Submit date:2018/07/30
Computer-aided diagnosis
convolutional neural network (CNN)
deep learning
pulmonary nodules
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
Authors:
Huang, Xiayuan
;
Zhang, Bo
;
Qiao, Hong
;
Nie, Xiangli
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View/Download:83/0
  |  
Submit date: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
SAR target configuration recognition based on the biologically inspired model
期刊论文
NEUROCOMPUTING, 2017, 卷号: 234, 页码: 185-191
Authors:
Huang, Xiayuan
;
Nie, Xiangli
;
Wu, Wei
;
Qiao, Hong
;
Zhang, Bo
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View/Download:103/0
  |  
Submit date:2018/07/30
Biologically inspired model
SAR target configuration recognition
Episodic features
Semantic features
Aspect angle estimation
Improved protein-protein interactions prediction via weighted sparse representation model combining continuous wavelet descriptor and PseAA composition
期刊论文
BMC SYSTEMS BIOLOGY, 2016, 卷号: 10, 页码: 10
Authors:
Huang, Yu-An
;
You, Zhu-Hong
;
Chen, Xing
;
Yan, Gui-Ying
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View/Download:122/0
  |  
Submit date:2018/07/30
Protein-protein interactions
Protein sequence
Continuous wavelet transform
Sparse representation based classifier