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UNIT: A unified metric learning framework based on maximum entropy regularization 期刊论文
APPLIED INTELLIGENCE, 2023, 页码: 21
作者:  Deng, Huiyuan;  Meng, Xiangzhu;  Deng, Fengxia;  Feng, Lin
收藏  |  浏览/下载：74/0  |  提交时间：2023/11/17
Metric learning  Kernel learning  Nearest-neighbors classification  Semi-supervised learning  Maximum entropy principle  
Semi-supervised Long-tail Endoscopic Image Classification 期刊论文
Chinese Medical Sciences Journal, 2022, 卷号: 37, 期号: 3, 页码: 171-181
作者:  Runnan Cao;  Mengjie Fang;  Hailing Li;  Jie Tian;  Di Dong
Adobe PDF(9519Kb)  |  收藏  |  浏览/下载：136/33  |  提交时间：2023/06/14
endoscopic image  artificial intelligence  semi-supervised learning  long-tail distribution  image classification  
Online semi-supervised learning with learning vector quantization 期刊论文
NEUROCOMPUTING, 2020, 卷号: 399, 页码: 467-478
作者:  Shen, Yuan-Yuan;  Zhang, Yan-Ming;  Zhang, Xu-Yao;  Liu, Cheng-Lin
收藏  |  浏览/下载：201/0  |  提交时间：2020/06/22
Online learning  Semi-supervised classification  Learning vector quantization  Gaussian mixture distribution  Neural gas  
PKGCN: prior knowledge enhanced graph convolutional network for graph-based semi-supervised learning 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2019, 卷号: 10, 期号: 11, 页码: 3115-3127
作者:  Yu, Shaowei;  Yang, Xuebing;  Zhang, Wensheng
浏览  |  Adobe PDF(1959Kb)  |  收藏  |  浏览/下载：284/42  |  提交时间：2020/03/30
Graph convolutional network  Semi-supervised learning  Prior knowledge  Node classification  
Unsupervised and Semi-Supervised Image Classification With Weak Semantic Consistency 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 10, 页码: 2482-2491
作者:  Zhang, Chunjie;  Cheng, Jian;  Tian, Qi
收藏  |  浏览/下载：218/0  |  提交时间：2019/12/16
Semi-supervised classification  unsupervised classification  weak semantic representation  semantic consistency  
Hyperspectral Imagery Classification Based on Semi-Supervised Broad Learning System 期刊论文
REMOTE SENSING, 2018, 卷号: 10, 期号: 5, 页码: 13
作者:  Kong, Yi;  Wang, Xuesong;  Cheng, Yuhu;  Chen, C. L. Philip
收藏  |  浏览/下载：116/0  |  提交时间：2019/12/16
hyperspectral imagery  classification  broad learning  semi-supervised  class-probability structure  
1D embedding multi-category classification methods 期刊论文
INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING, 2016, 卷号: 14, 期号: 2, 页码: 92-104
作者:  Li, Luoqing;  Yang, Chuanwu;  Xie, Qiwei;  Luoqing Li
浏览  |  Adobe PDF(152Kb)  |  收藏  |  浏览/下载：294/125  |  提交时间：2016/10/20
Multi-category Classification  1d Embedding  Semi-supervised Learning  
LSSLP - Local structure sensitive label propagation 期刊论文
INFORMATION SCIENCES, 2016, 卷号: 332, 页码: 19-32
作者:  Zhu, Zhenfeng;  Cheng, Jian;  Zhao, Yao;  Ye, Jieping
收藏  |  浏览/下载：204/0  |  提交时间：2016/03/19
Machine Learning  Semi-supervised Learning  Label Propagation  Pattern Classification  Graph Model  
Sparse regularization for semi-supervised classification 期刊论文
PATTERN RECOGNITION, 2011, 卷号: 44, 期号: 8, 页码: 1777-1784
作者:  Fan, Mingyu;  Gu, Nannan;  Qiao, Hong;  Zhang, Bo
收藏  |  浏览/下载：186/0  |  提交时间：2015/08/12
Regularization Theory  Semi-supervised Learning  Regularized Least Square Classification  Dimensionality Reduction  
Semi-Supervised Classification via Local Spline Regression 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2010, 卷号: 32, 期号: 11, 页码: 2039-2053
作者:  Xiang, Shiming;  Nie, Feiping;  Zhang, Changshui
收藏  |  浏览/下载：113/0  |  提交时间：2015/08/12
Semi-supervised Classification  Local Spline Regression  Interactive Image Segmentation