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Approximate Low-Rank Projection Learning for Feature Extraction 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 11, 页码: 5228-5241
作者:  Fang, Xiaozhao;  Han, Na;  Wu, Jigang;  Xu, Yong;  Yang, Jian;  Wong, Wai Keung;  Li, Xuelong
Adobe PDF(2693Kb)  |  收藏  |  浏览/下载：222/0  |  提交时间：2018/11/21
Computer Vision  Feature Extraction  Low-rank Representation (Lrr)  Pattern Recognition  Ridge Regression  
Discovery of trading points based on Bayesian modeling of trading rules 期刊论文
WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS, 2018, 卷号: 21, 期号: 6, 页码: 1473-1490
作者:  Huang, Qinghua;  Kong, Zhoufan;  Li, Yanshan;  Yang, Jie;  Li, Xuelong
Adobe PDF(1743Kb)  |  收藏  |  浏览/下载：136/0  |  提交时间：2018/12/03
Biclusters  Naive Bayes Method  Adaboost  Stock Prediction  
Matrix-Regularized Multiple Kernel Learning via (r, p) Norms 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 10, 页码: 4997-5007
作者:  Han, Yina;  Yang, Yixin;  Li, Xuelong;  Liu, Qingyu;  Ma, Yuanliang
Adobe PDF(1836Kb)  |  收藏  |  浏览/下载：152/0  |  提交时间：2018/10/23
Generalization Bound  Matrix Regularization  Multiple Kernel Learning (Mkl)  Support Vector Machine (Svm)  
Zero-Shot Learning Using Synthesised Unseen Visual Data with Diffusion Regularisation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 10, 页码: 2498-2512
作者:  Long, Yang;  Liu, Li;  Shen, Fumin;  Shao, Ling;  Li, Xuelong
Adobe PDF(1288Kb)  |  收藏  |  浏览/下载：233/1  |  提交时间：2018/10/12
Zero-shot Learning  Data Synthesis  Diffusion Regularisation  Visual-semantic Embedding  Object Recognition  
Locality-Based Discriminant Feature Selection with Trace Ratio 会议论文
2018 IEEE International Conference on Image Processing, ICIP 2018 - Proceedings, Athens, Greece, 2018-10-07
作者:  Guo, Muhan;  Yang, Sheng;  Nie, Feiping;  Li, Xuelong
Adobe PDF(3547Kb)  |  收藏  |  浏览/下载：121/0  |  提交时间：2019/04/16
Unsupervised Feature Selection with Local Structure Learning 会议论文
2018 IEEE International Conference on Image Processing, ICIP 2018 - Proceedings, Athens, Greece, 2018-10-07
作者:  Yang, Sheng;  Nie, Feiping;  Li, Xuelong
Adobe PDF(641Kb)  |  收藏  |  浏览/下载：131/0  |  提交时间：2019/04/16
Learning binary codes with local and inner data structure 期刊论文
NEUROCOMPUTING, 2018, 卷号: 282, 页码: 32-41
作者:  He, Shiyuan;  Ye, Guo;  Hu, Mengqiu;  Yang, Yang;  Shen, Fumin;  Shen, Heng Tao;  Li, Xuelong
Adobe PDF(1147Kb)  |  收藏  |  浏览/下载：162/4  |  提交时间：2018/12/11
Supervised Hashing  Anchor Graph  Nearest Neighbor Search  
Identifying Objective and Subjective Words via Topic Modeling 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 3, 页码: 718-730
作者:  Wang, Hanqi;  Wu, Fei;  Lu, Weiming;  Yang, Yi;  Li, Xi;  Li, Xuelong;  Zhuang, Yueting
Adobe PDF(4246Kb)  |  收藏  |  浏览/下载：168/1  |  提交时间：2018/12/11
Latent Dirichlet Allocation (Lda)  Latent Variable Model  Supervised Learning  Topic Modeling  
A Bayesian-adaboost model for stock trading rule discovery 会议论文
Proceedings - 2017 10th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2017, Shanghai, China, 2017-10-14
作者:  Kong, Zhoufan;  Yang, Jie;  Huang, Qinghua;  Li, Xuelong;  Huang, Qinghua (qhhuang@scut.edu.cn)
Adobe PDF(1077Kb)  |  收藏  |  浏览/下载：167/1  |  提交时间：2018/06/12
Facial feature point detection: A comprehensive survey 期刊论文
NEUROCOMPUTING, 2018, 卷号: 275, 页码: 50-65
作者:  Wang, Nannan;  Gao, Xinbo;  Tao, Dacheng;  Yang, Heng;  Li, Xuelong
Adobe PDF(1544Kb)  |  收藏  |  浏览/下载：211/1  |  提交时间：2018/12/12
Deep Learning  Face Alignment  Facial Feature Point Detection  Facial Landmark Localization