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Symmetric and Nonnegative Latent Factor Models for Undirected, High-Dimensional, and Sparse Networks in Industrial Applications 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2017, 卷号: 13, 期号: 6, 页码: 3098-3107
作者:  Luo, Xin;  Sun, Jianpei;  Wang, Zidong;  Li, Shuai;  Shang, Mingsheng
Adobe PDF(803Kb)  |  收藏  |  浏览/下载：426/0  |  提交时间：2018/03/05
Big data application  high-dimensional, and sparse (SHiDS) matrix  nonnegative latent factor (NLF) model  symmetry  undirected HiDS network  
A novel cognitive transformation algorithm based on Gaussian cloud model and its application in image segmentation 期刊论文
NUMERICAL ALGORITHMS, 2017, 卷号: 76, 期号: 4, 页码: 1039-1070
作者:  Xu, Chang-Lin;  Wang, Guo-Yin
Adobe PDF(2263Kb)  |  收藏  |  浏览/下载：104/0  |  提交时间：2018/03/05
Cognitive Transformation  Gaussian Cloud Model  Forward Gaussian Cloud Transformation  Backward Gaussian Cloud Transformation  Mean Squared Error  Image Segmentation  
A novel water quality data analysis framework based on time-series data mining 期刊论文
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2017, 卷号: 196, 页码: 365-375
作者:  Deng, Weihui;  Wang, Guoyin
Adobe PDF(3551Kb)  |  收藏  |  浏览/下载：86/0  |  提交时间：2018/03/05
Time-series data mining  Cloud model  Water quality analysis  Similarity measure  Anomaly detection  Pattern discovery  
Data augmentation for face recognition 期刊论文
NEUROCOMPUTING, 2017, 卷号: 230, 页码: 184-196
作者:  Lv, Jiang-Jing;  Shao, Xiao-Hu;  Huang, Jia-Shui;  Zhou, Xiang-Dong;  Zhou, Xi
Adobe PDF(2336Kb)  |  收藏  |  浏览/下载：147/0  |  提交时间：2018/03/15
Face Recognition  Data Augmentation  Landmark Perturbation  Image Synthesis  3d Reconstruction  
Highly Efficient Framework for Predicting Interactions Between Proteins 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 3, 页码: 731-743
作者:  You, Zhu-Hong;  Zhou, MengChu;  Luo, Xin;  Li, Shuai
Adobe PDF(1407Kb)  |  收藏  |  浏览/下载：218/0  |  提交时间：2018/03/15
Big data  feature extraction  kernel extreme learning machine (K-ELM)  low-rank approximation (LRA)  protein-protein interactions (PPIs)  support vector machine (SVM)  
Distributed Winner-Take-All in Dynamic Networks 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2017, 卷号: 62, 期号: 2, 页码: 577-589
作者:  Li, Shuai;  Zhou, MengChu;  Luo, Xin;  You, Zhu-Hong
Adobe PDF(1521Kb)  |  收藏  |  浏览/下载：181/0  |  提交时间：2018/03/05
Competitive control  consensus  cooperative control  distributed control  dynamic networks  networked control system  winner-take-all  
Shared control of a medical robot with haptic guidance 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2017, 卷号: 12, 期号: 1, 页码: 137-147
作者:  Xiong, Linfei;  Chng, Chin Boon;  Chui, Chee Kong;  Yu, Peiwu;  Li, Yao
Adobe PDF(2317Kb)  |  收藏  |  浏览/下载：102/0  |  提交时间：2018/03/15
Semantically Enhanced Medical Information Retrieval System: A Tensor Factorization Based Approach 期刊论文
IEEE ACCESS, 2017, 卷号: 5, 页码: 7584-7593
作者:  Wang, Haolin;  Zhang, Qingpeng;  Yuan, Jiahu
Adobe PDF(4944Kb)  |  收藏  |  浏览/下载：91/0  |  提交时间：2018/03/05
Information retrieval  tensor factorization  knowledge based systems