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Knowledge tensor embedding framework with association enhancement for breast ultrasound diagnosis of limited labeled samples
期刊论文
NEUROCOMPUTING, 2022, 卷号: 468, 页码: 60-70
作者:
Xi, Jianing
;
Miao, Zhaoji
;
Liu, Longzhong
;
Yang, Xuebing
;
Zhang, Wensheng
收藏
  |  
浏览/下载:35/0
  |  
提交时间:2021/12/28
Breast ultrasound
Knowledge graph
Tensor decomposition
Limited labeled samples
Leveraging balanced semantic embedding for generative zero-shot learning
期刊论文
IEEE Trans. Neural Networks and Learning Systems, 2021, 期号: 1, 页码: 1
作者:
Guo-Sen Xie
;
Tian-Zhu Xiang
;
Fang Zhao
;
Xu-Yao Zhang
;
Zheng Zhang
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2022/04/07
Accepted
SRSC: Selective, Robust, and Supervised Constrained Feature Representation for Image Classification
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 10, 页码: 4290-4302
作者:
Xie, Guo-Sen
;
Zhang, Zheng
;
Liu, Li
;
Zhu, Fan
;
Zhang, Xu-Yao
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2021/01/07
Training
Task analysis
Learning systems
Computational modeling
Optimization
Support vector machines
Principal component analysis
Feature learning
feature selection
least squares
subspace learning
Supervised Dimensionality Reduction Methods via Recursive Regression
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 9, 页码: 3269-3279
作者:
Liu, Yun
;
Zhang, Rui
;
Nie, Feiping
;
Li, Xuelong
;
Ding, Chris
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2020/10/23
Dimensionality reduction
Linear discriminant analysis
Eigenvalues and eigenfunctions
Learning systems
Computer science
Optical imaging
Optics
Optimal scaling (OS)
orthogonal least squares regression (OLSR)
orthogonal linear discriminant analysis (OLDA)
recursive regression
supervised dimensionality reduction
Reconstructing of embedded high-aspect-ratio nano-voids generated by ultrafast laser bessel beams
期刊论文
Micromachines, 2020, 卷号: 11, 期号: 7
作者:
Chen, Tianqu
;
Zhang, Guodong
;
Wang, Yishan
;
Li, Xuelong
;
Stoian, Razvan
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  |  
浏览/下载:39/0
  |  
提交时间:2020/08/21
bessel beam
femtosecond laser
picosecond laser
fused silica
micro-nano hole
high-aspect-ratio
tomography
Module-phase synchronization of fractional-order complex chaotic systems based on RBF neural network and sliding mode control
期刊论文
INTERNATIONAL JOURNAL OF MODERN PHYSICS B, 2020, 卷号: 34, 期号: 7
作者:
Nian, Fuzhong
;
Liu, Xinmeng
;
Zhang, Yaqiong
;
Yu, Xuelong
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2020/06/02
RBF neural network
sliding mode control
fractional-order complex chaotic systems
synchronization
Plants are more likely to be spiny at mid-elevations in the Qinghai-Tibetan Plateau, south-western China
期刊论文
JOURNAL OF BIOGEOGRAPHY, 2020, 卷号: 47, 期号: 1, 页码: 250-260
作者:
Song,Bo
;
Sun,Lu
;
Lev-Yadun,Simcha
;
Moles,Angela T.
;
Zhang,Shuang
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2020/04/02
Design and fabrication of dual-scale broadband antireflective structures on metal surfaces by using nanosecond and femtosecond lasers
期刊论文
Micromachines, 2020, 卷号: 11, 期号: 1
作者:
Lou, Rui
;
Zhang, Guodong
;
Li, Guangying
;
Li, Xuelong
;
Liu, Qing
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2020/03/10
antireflective surfaces
nanosecond laser
femtosecond laser
micro-nano hybrid structures
broadband spectrum
An efficient framework for unsupervised feature selection
期刊论文
NEUROCOMPUTING, 2019, 卷号: 366, 页码: 194-207
作者:
Zhang, Han
;
Zhang, Rui
;
Nie, Feiping
;
Li, Xuelong
收藏
  |  
浏览/下载:95/0
  |  
提交时间:2019/10/18
Efficient unsupervised feature selection
Bipartite graph
Discrete indicator matrix
Uncorrelated regression model
Similarity Constrained Convex Nonnegative Matrix Factorization for Hyperspectral Anomaly Detection
期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2019, 卷号: 57, 期号: 7, 页码: 4810-4822
作者:
Zhang, Wuxia
;
Lu, Xiaoqiang
;
Li, Xuelong
收藏
  |  
浏览/下载:60/0
  |  
提交时间:2019/07/17
Convex nonnegative matrix factorization (CNMF)
hyperspectral anomaly detection
hyperspectral imagery
similarity constrained
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