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- As the traditional Support Vector Machines(SVM) is sensitive to the noises or outliers,Fuzzy Support Vector Machines is introduced,but the determination of fuzzy membership is a difficulty. 摘要 传统的支持向量机对噪声或野点是敏感的,针对这种情况,引入了模糊支持向量机,但模糊隶属度的确定是个难点。
- Experimental results indicate that Fuzzy Support Vector Machines yields better classification result than the traditional SVM,thus the effects of the noise or outliers can be diminished. 实验结果表明,模糊支持向量机比传统的支持向量机有更好的分类效果,能够削弱噪声或野点的影响。
- Fuzzy Support Vector Machines(FSVM) 模糊支持向量机
- fuzzy support vector machines (FSVM) 模糊支持向量机
- On fuzzy support vector machine controller 一种模糊支持向量机控制器的研究
- Web mining based on fuzzy support vector machine 基于模糊支持向量机的Web挖掘
- Fuzzy Support Vector Machine Based on Density 基于密度法的模糊支持向量机
- multi-class fuzzy support vector machine 模糊多类SVM
- Total margin adaptive fuzzy support vector machine 全间隔自适应模糊支持向量机
- Fuzzy Support Vector Machine(FSVM) 模糊支持向量机
- Fuzzy Support Vector Machine (FSVM) 模糊支持向量机
- Recognition of Speech Emotion Based on Fuzzy Support Vector Machine 基于模糊支持向量机的语音情感识别
- Total-margin Adaptive Fuzzy Support Vector Machine (TAFSVM) 全间隔自适应模糊支持向量机
- Edge-effect Training for Fuzzy Support Vector Machine and its application 边缘效应训练的模糊支持向量机及应用
- fuzzy support vector machines 模糊支持向量机
- An intelligent controller based on fuzzy support vector networks is designed. 摘要将模糊控制与支持向量网络相结合,设计了一种模糊支持向量网络控制器。
- The hyperplane revises the error of the standard Support Vector Machines. 该分类面校正了标准的支持向量机的分类误差。
- Face Recognition by Independent Component Analysis and Fuzzy Support Vector Machine 基于独立成分分析和模糊支持向量机的人脸识别方法
- Fuzzy Support Vector Machine and Independent Component Analysis for Face Recognition 模糊支持向量机和独立成分分析在人脸识别中的应用
- Keywords Pattern Recognition;Near Infrared Spectroscopy;Qualitative Analysis;Mahalanobis Distance;Fuzzy Support Vector Machine;Endpoint Determination; 模式识别;近红外光谱;定性分析;马氏距离;模糊支持向量机;终点判断;