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基于改进模糊聚类的同构多传感器在线数据融合方法 期刊论文
信息与控制, 2015, 卷号: 44, 期号: 5, 页码: 557-563
Authors:  苏卫星;  朱云龙;  刘芳;  马连博
Adobe PDF(599Kb)  |  Favorite  |  View/Download：185/39  |  Submit date：2015/12/20
鲁棒模糊聚类  模糊c均值聚类  多传感器  数据融合  
时间序列异常点及突变点的检测算法 期刊论文
计算机研究与发展, 2014, 卷号: 51, 期号: 4, 页码: 781-788
Authors:  苏卫星;  朱云龙;  刘芳;  胡琨元
Adobe PDF(418Kb)  |  Favorite  |  View/Download：837/344  |  Submit date：2014/05/14
异常点  突变点  小波变换  Lipschitz指数  时间序列  
An online outlier detection method based on wavelet technique and robust RBF network 期刊论文
Transactions of the Institute of Measurement and Control, 2013, 卷号: 35, 期号: 8, 页码: 1046-1057
Authors:  Su WX(苏卫星);  Zhu YL(朱云龙);  Liu F(刘芳);  Hu KY(胡琨元)
Adobe PDF(713Kb)  |  Favorite  |  View/Download：400/71  |  Submit date：2013/12/27
Computer Simulation  Control Systems  Hidden Markov Models  Process Control  Radial Basis Function Networks  Time Series  
On-line outlier and change point detection for time series 期刊论文
JOURNAL OF CENTRAL SOUTH UNIVERSITY, 2013, 卷号: 20, 期号: 1, 页码: 114-122
Authors:  Su WX(苏卫星);  Zhu YL(朱云龙);  Liu F(刘芳);  Hu KY(胡琨元)
Adobe PDF(487Kb)  |  Favorite  |  View/Download：692/154  |  Submit date：2013/04/21
Outlier Detection  Change Point Detection  Time Series  Hypothesis Test  
Modeling of BOF steelmaking based on the data-driven approach 会议论文
Advanced Materials Research, Los Angeles, CA, United states, August 4-5, 2013
Authors:  Li JN(李金娜);  Li Y(李元);  Liu, Fang;  Bie, ShengPing;  Tang, ChengChi;  Zhang XL(张晓玲)
Adobe PDF(251Kb)  |  Favorite  |  View/Download：339/68  |  Submit date：2013/12/26
Basic Oxygen Converters  Linear Regression  Nanotechnology  Particle Swarm Optimization (Pso)  Surface Analysis  
基于模型的过程工业时间序列异常值检测方法 期刊论文
仪器仪表学报, 2012, 卷号: 33, 期号: 9, 页码: 2080-2087
Authors:  苏卫星;  朱云龙;  胡琨元;  刘芳
Adobe PDF(630Kb)  |  Favorite  |  View/Download：709/188  |  Submit date：2012/12/28
异常值检验  时间序列  边缘化后验比  自回归模型  
Outlier detection for process control data based on a non-linear Auto-Regression Hidden Markov Model method 期刊论文
TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2012, 卷号: 34, 期号: 5, 页码: 527-538
Authors:  Liu, Fang;  Mao, Zhizhong;  Su WX(苏卫星)
Adobe PDF(581Kb)  |  Favorite  |  View/Download：612/150  |  Submit date：2012/10/24
Auto-regression Hidden Markov Model  Industrial Process Control  Outlier Detection  Radial Basis Function Network  Time Series