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基于多元统计分析的过程监测研究 学位论文
硕士, 沈阳: 中国科学院沈阳自动化研究所, 2017
Authors:  王中伟
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主元分析方法  支持向量数据描述  谱聚类  多模态过程监测  局部-全局模型  
Multimode processes monitoring using global–local MIC-PCA-SVDD 会议论文
Lecture Notes in Electrical Engineering, Kunming, China, July 10-12, 2017
Authors:  Li S(李帅);  Zhou XF(周晓锋);  Shi HB(史海波);  Wang ZW(王中伟)
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Monitoring  Multimode processes  Multimode division  Global–local MIC-PCA-SVDD  
Fault detection based on global-local PCA-SVDD for multimode processes 会议论文
Proceedings of 2017 9th International Conference On Modelling, Identification and Control, ICMIC 2017, Kunming, China, July 10-12, 2017
Authors:  Li S(李帅);  Zhou XF(周晓锋);  Shi HB(史海波);  Wang ZW(王中伟)
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fault detection  monitoring  multimode industrial processes  mode division  global-local PCA-SVDD  
基于聚类的社区居民健康指数预测模型研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2015
Authors:  章永来
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社区卫生  机器学习  聚类  降维  预测  
Vibration analysis approach for corrosion pitting detection based on SVDD and PCA 会议论文
2015 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER), Shenyang, China, June 8-12, 2015
Authors:  Zhang YL(章永来);  Shi HB(史海波);  Zhou XF(周晓锋);  Zheng ZY(郑泽宇)
Adobe PDF(125Kb)  |  Favorite  |  View/Download:211/82  |  Submit date:2015/12/16
Machine Learning  Rolling Bearing  Corrosion Pitting  Svdd  Pca  
Corrosion pitting damage detection of rolling bearings using data mining techniques 期刊论文
International Journal of Modelling, Identification and Control, 2015, 卷号: 24, 期号: 3, 页码: 235-243
Authors:  Zhang YL(章永来);  Zhou XF(周晓锋);  Shi HB(史海波);  Zheng ZY(郑泽宇);  Li S(李帅)
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Corrosion Pitting  Machine Learning  Support Vector Data Description  Rolling Bearings  Pca  Svdd  Principal Component Analysis  
Early detection of liver disease using data visualisation and classification method 期刊论文
Biomedical Signal Processing and Control, 2014, 卷号: 11, 期号: 1, 页码: 27-35
Authors:  Zhou XF(周晓锋);  Zhang YL(章永来);  Shi, Mingrui;  Shi HB(史海波);  Zheng, Zeyu
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Classification (Of Information)  Data Description  Data Visualization  Learning Systems  Visualization