国家自然科学基金(60474045)

作品数：4被引量：17H指数：2
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相关期刊：《Genomics, Proteomics & Bioinformatics》《自动化学报》《Chinese Journal of Chemical Engineering》更多>>
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Robust Stability of Uncertain Takagi-Sugeno Fuzzy Systems with Time-varying Input-delay被引量：4
《自动化学报》2008年第1期87-92,共6页LUO Yah-Bin CAO Yong-Yan SUN You-Xian 
Supported by National Basic Research Program of China(973 Program)(2002CB312200);National Natural Science Foundation of China(60474045)
This paper aims to design a controller to robustly stabilize uncertain Takagi-Sugeno fuzzy systems with time- varying input delay.Based on Lyapunov-Krasovskii functional approach,the sufficient conditions for robust s...
关键词：鲁棒性 不定Takagi-Sugeno模糊系统 延时输入 线性矩阵不等式 Lyapunov-Krasovskii函数逼近 
Fault Diagnosis Based on Fuzzy Support Vector Machine with Parameter Tuning and Feature Selection被引量：10
《Chinese Journal of Chemical Engineering》2007年第2期233-239,共7页毛勇 夏铮 尹征 孙优贤 万征 
Supported by the Special Funds for Major State Basic Research Program of China (973 Program,No.2002CB312200);the Na-tional Natural Science Foundation of China (No.60574019,No.60474045);the Key Technologies R&D Program of Zhejiang Province (No.2005C21087);the Academician Foundation of Zhejiang Province (No.2005A1001-13).
This study describes a classification methodology based on support vector machines(SVMs),which offer superior classification performance for fault diagnosis in chemical process engineering.The method incorporates an e...
关键词：fuzzy support vector machine parameter tuning fault diagnosis key variable identification 
Anti-windup Compensator Gain Design for Time-delay Systems with Constraints被引量：2
《自动化学报》2006年第1期1-8,共8页WANG Yong-Qiang CAO Yong-Yan SUN You-Xian 
Supported by National Natural Science Foundation of P.R.China (60474045)973 Program of P.R.China (2002CB312200)the project sponsored by the Scientific Research Foundation for the Returned Overseas Chinese Scholars of State Education Ministry, Zhejiang Province, and Zhejiang University
Systems that are subject to both time-delay in state and input saturation are considered. We synthesize the anti-windup gain to enlarge the estimation of domain of attraction while guaranteeing the stability of the cl...
关键词：激励饱和度 时滞系统 补偿增益 LYAPUNOV-KRASOVSKII函数 稳定性 
Constructing Support Vector Machine Ensembles for Cancer Classification Based on Proteomic Profiling被引量：1
《Genomics, Proteomics & Bioinformatics》2005年第4期238-241,共4页Yong Mao Xiao-Bo Zhou Dao-Ying Pi You-Xian Sun 
partly supported by the National Natural Science Foundation of China (No.60574019 and 60474045);the National Basic Research Program(973 Program)of China(No.2002CB312200);the Key Technologies R&D Program of Zhejiang Province (No.2005C21087);the Academician Foundation of Zhejiang Province(No.2005A1001-13);the Center for Bioinformatics Program Grant of Harvard Center of Neurodegeneration and Repair,Harvard Medical School,Boston,USA.
In this study, we present a constructive algorithm for training cooperative support vector machine ensembles （CSVMEs）. CSVME combines ensemble architecture design with cooperative training for individual SVMs in ens...
关键词：support vector machine ensemble （SVME） design constructive approach proteomic profiling cancer diagnosis 
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