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What makes for uniformity for non-contrastive self-supervised learning? 期刊论文
SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2022, 页码: 10
作者:  Wang YinQuan;  Zhang XiaoPeng;  Tian Qi;  Lu JinHu
收藏  |  浏览/下载：61/0  |  提交时间：2023/02/07
contrastive learning  self-supervised learning  representation  uniformity  dynamics  
Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:  Liu, Yixin;  Li, Zhao;  Pan, Shirui;  Gong, Chen;  Zhou, Chuan;  Karypis, George
收藏  |  浏览/下载：120/0  |  提交时间：2022/04/02
Anomaly detection  Task analysis  Graph neural networks  Unsupervised learning  Predictive models  Pattern matching  Training  Anomaly detection  attributed networks  contrastive self-supervised learning  graph neural networks (GNNs)  unsupervised learning  
Knowledge-guided unsupervised rhetorical parsing for text summarization 期刊论文
INFORMATION SYSTEMS, 2020, 卷号: 94, 页码: 12
作者:  Hou, Shengluan;  Lu, Ruqian
收藏  |  浏览/下载：165/0  |  提交时间：2021/01/14
Automatic text summarization  Rhetorical structure theory  Domain knowledge base  Attentional encoder-decoder  Natural language processing  
On semi-supervised multiple representation behavior learning 期刊论文
JOURNAL OF COMPUTATIONAL SCIENCE, 2020, 卷号: 46, 页码: 17
作者:  Lu, Ruqian;  Hou, Shengluan
收藏  |  浏览/下载：142/0  |  提交时间：2021/04/26
Semi-supervised learning  Semi-supervised multiple representation behavior learning  Semi-supervised grammar learning  
Deep spatial-temporal structure learning for rumor detection on Twitter 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2020, 页码: 11
作者:  Huang, Qi;  Zhou, Chuan;  Wu, Jia;  Liu, Luchen;  Wang, Bin
收藏  |  浏览/下载：164/0  |  提交时间：2020/09/23
Rumor detection  Spatial-temporal structure learning  
A Novel Manifold Regularized Online Semi-supervised Learning Model 期刊论文
COGNITIVE COMPUTATION, 2018, 卷号: 10, 期号: 1, 页码: 49-61
作者:  Ding, Shuguang;  Xi, Xuanyang;  Liu, Zhiyong;  Qiao, Hong;  Zhang, Bo
收藏  |  浏览/下载：258/0  |  提交时间：2018/07/30
Human learning  Manifold regularization  Online semi-supervised learning  Lagrange dual problem  
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：134/0  |  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  
LLE Score: A New Filter-Based Unsupervised Feature Selection Method Based on Nonlinear Manifold Embedding and Its Application to Image Recognition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 卷号: 26, 期号: 11, 页码: 5257-5269
作者:  Yao, Chao;  Liu, Ya-Feng;  Jiang, Bo;  Han, Jungong;  Han, Junwei
收藏  |  浏览/下载：135/0  |  提交时间：2018/07/30
Unsupervised learning  feature selection  manifold learning  image recognition  
Quantum Ensemble Classification: A Sampling-Based Learning Control Approach 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 6, 页码: 1345-1359
作者:  Chen, Chunlin;  Dong, Daoyi;  Qi, Bo;  Petersen, Ian R.;  Rabitz, Herschel
收藏  |  浏览/下载：125/0  |  提交时间：2018/07/30
Inhomogeneous ensembles  quantum discrimination  quantum ensemble classification (QEC)  sampling-based learning control (SLC)  
Binary switch portfolio 期刊论文
QUANTITATIVE FINANCE, 2017, 卷号: 17, 期号: 5, 页码: 763-780
作者:  Li, Tengfei;  Chen, Kani;  Feng, Yang;  Ying, Zhiliang
收藏  |  浏览/下载：109/0  |  提交时间：2018/07/30
Aggregating algorithm  Asset return  Bayesian analysis  Portfolio selection  Supervised learning  Universal portfolio