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西安交通大学 [3]
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期刊论文 [14]
会议论文 [1]
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2019 [15]
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Flexible Affinity Matrix Learning for Unsupervised and Semisupervised Classification
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 4, 页码: 1133-1149
作者:
Fang, Xiaozhao
;
Han, Na
;
Wong, Wai Keung
;
Teng, Shaohua
;
Wu, Jigang
收藏
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浏览/下载:51/0
  |  
提交时间:2019/04/17
Affinity matrix
clustering
low-rank representation (LRR)
sparse representation
Semisupervised Learning With Parameter-Free Similarity of Label and Side Information
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 2, 页码: 405–414
作者:
Zhang, Rui
;
Nie, Feiping
;
Li, Xuelong
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  |  
浏览/下载:24/0
  |  
提交时间:2019/03/20
Graph-based semisupervised learning (GSL)
quadratic trace ratio (QTR) problem
side information
soft label
A Semisupervised Classification Approach for Multidomain Networks With Domain Selection
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 1, 页码: 269-283
作者:
Chen, Chuan
;
Xin, Jingxue
;
Wang, Yong
;
Chen, Luonan
;
Ng, Michael K.
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  |  
浏览/下载:41/0
  |  
提交时间:2019/03/05
Domain selection
multidomain classification
network integration
semisupervised learning
sparsity
Semisupervised Scene Classification for Remote Sensing Images: A Method Based on Convolutional Neural Networks and Ensemble Learning
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2019, 卷号: 16, 期号: 6
作者:
Dai, Xueyuan
;
Wu, Xiaofeng
;
Wang, Bin
;
Zhang, Liming
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  |  
浏览/下载:16/0
  |  
提交时间:2019/12/05
Convolutional neural networks (CNNs)
ensemble learning (EL)
remote sensing (RS) images
scene classification
Semi-supervised classification
Large-Scale Robust Semisupervised Classification
期刊论文
IEEE Transactions on Cybernetics, 2019, 卷号: 49, 页码: 907-917
作者:
Zhang, Lingling
;
Luo, Minnan
;
Li, Zhihui
;
Nie, Feiping
;
Zhang, Huaxiang
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浏览/下载:23/0
  |  
提交时间:2019/11/19
Computational consumption
Labeled and unlabeled data
Optimization algorithms
Ridge regression
Semi- supervised learning
Semi-supervised classification
Semi-supervised learning methods
Semi-supervised method
A Graph-Based Semisupervised Deep Learning Model for PolSAR Image Classification
期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2019, 卷号: 57, 页码: 2116-2132
作者:
Bi, Haixia
;
Sun, Jian
;
Xu, Zongben
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浏览/下载:22/0
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提交时间:2019/11/19
Convolutional Neural Networks (CNN)
Graph model
Image edge detection
Polarimetric synthetic aperture radars
Prediction algorithms
Semi-supervised method
Task analysis
A coarse-to-fine two-step method for semisupervised classification using quasi-linear Laplacian SVM
期刊论文
IEEJ Transactions on Electrical and Electronic Engineering, 2019, 卷号: 14, 页码: 441-448
作者:
Zhou, Bo
;
Li, Weite
;
Hu, Jinglu
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浏览/下载:12/0
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提交时间:2019/11/19
Coarse to fine
DBSCAN clustering
Laplacians
Quasi-linear
Semi- supervised learning
Semisupervised Learning Based on a Novel Iterative Optimization Model for Saliency Detection.
期刊论文
IEEE Transactions On Neural Networks And Learning Systems, 2019, 卷号: Vol.30 No.1, 页码: 225-241
作者:
Huo, S.a
;
Zhou, Y.a,b
;
Xiang, W.c
;
Kung, S.-Y.d
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  |  
浏览/下载:7/0
  |  
提交时间:2019/11/21
Adaptive Hypergraph Embedded Semi-Supervised Multi-Label Image Annotation
期刊论文
IEEE Transactions on Multimedia, 2019, 卷号: Vol.21 No.11, 页码: 2837-2849
作者:
Chang Tang
;
Xinwang Liu
;
Pichao Wang
;
Changqing Zhang
;
Miaomiao Li
收藏
  |  
浏览/下载:29/0
  |  
提交时间:2019/11/21
Image annotation
Semisupervised learning
Semantics
Computational modeling
Task analysis
Training
Computer science
Multi-label image annotation
hypergraph learning
semi-supervised learning
feature projection
Robust Graph-Based Semisupervised Learning for Noisy Labeled Data via Maximum Correntropy Criterion
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 4
作者:
Du, Bo
;
Tang, Xinyao
;
Wang, Zengmao
;
Zhang, Lefei
;
Tao, Dacheng
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2019/12/05
Graph semisupervised learning
half quadratic (HQ) optimization
maximum correntropy criterion
robust
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