In this paper we present a classifier called bi-density twin support vector machines (BDTWSVMs) for data classification. In the training stage, BDTWSVMs first compute the relative density degrees for all training points using the intra-class graph whose weights are determined by a local scaling heuristic strategy, then optimize a pair of nonparallel hyperplanes through two smaller sized support vector machine (SVM)-typed problems. In the prediction stage, BDTWSVMs assign to the class label depending
on the kernel density degree-based distances from each test point to the two hyperplanes. BDTWSVMs not only inherit good properties from twin support vector machines (TWSVMs) but also give good description for data points. The experimental results on toy as well as publicly available datasets
indicate that BDTWSVMs compare favorably with classical SVMs and TWSVMs in terms of generalization
資源簡介：In this paper we present a classifier called Bi-density twin support vector machines (BDTWSVMs) for?data classification. In the training stage, BDTWSVMs first compute the relative density degrees for all?training points using the intra-cl...
上傳時間： 2019-06-09
上傳用戶：lyaiqing
資源簡介：support vector machines is a powerful methodology for solving problems in nonlinear classification and regression. It is a matlab version.
上傳時間： 2015-06-08
上傳用戶：bruce
資源簡介：This is SvmFu, a package for training and testing support vector machines (SVMs). It s written in C++. It uses templates. The advantage of templates is that the types of kernel values and data points can be varied to suit the problem.
上傳時間： 2015-07-03
上傳用戶：zhengzg
資源簡介：Matlab codes for Hidden Sapce support vector machines
上傳時間： 2014-01-13
上傳用戶：zhengjian
資源簡介：support vector machines for classfaction and regression
上傳時間： 2015-11-25
上傳用戶：ccclll
資源簡介：Traffic sign shape classification based on support vector machines and the FFT of the signature of blobs.pdf
上傳時間： 2013-12-14
上傳用戶：rishian
資源簡介：基于 SVM 時間序列預測 教案 支持向量機 support vector machines,SVM
上傳時間： 2014-12-06
上傳用戶：鳳臨西北
資源簡介：我翻譯的《A Tutorial on support vector machines for pattern recognition》，學習支持向量機的入門資料
上傳時間： 2016-08-03
上傳用戶：123啊
資源簡介：A Tutorial on support vector machines for pattern recognition。
上傳時間： 2016-08-03
上傳用戶：zhyiroy
資源簡介：An Introduction to support vector machines and Other Kernel-based Learning Methods。一本關于支持矢量機的英文入門書籍。
上傳時間： 2013-12-01
上傳用戶：hxy200501
資源簡介：Sequential Minimal Optimization- A Fast Algorithm for Training support vector machines
上傳時間： 2016-11-25
上傳用戶：youmo81
資源簡介：support vector machines (C), can be used for pattern classification, pattern recognition.
上傳時間： 2013-12-17
上傳用戶：sssl
資源簡介：a Library for support vector machines 支持向量機的公式原理的介紹
上傳時間： 2014-01-19
上傳用戶：cjl42111
資源簡介：support vector machines for Antenna Array Processing and Electromagnetics,by: Manel Martinez-Ramon and Christos Cristodoulou,Copyright 2006 by Morgan and Claypool.this book is one of the best books about svm. it has some excellent example i...
上傳時間： 2013-12-19
上傳用戶：zhengzg
資源簡介：LIBSVM is an integrated software for support vector classification. LIBSVM provides a simple interface where users can easily link it with their own programs.
上傳時間： 2015-04-04
上傳用戶：alan-ee
資源簡介：一個SVM的MATLAB工具箱,support vector Machine toolbox for Matlab Version 2.51
上傳時間： 2014-05-27
上傳用戶：Late_Li
資源簡介：Simple support vector Machine toolbox
上傳時間： 2015-04-21
上傳用戶：ouyangtongze
資源簡介：Content Based Audio Classification using support vector Machine
上傳時間： 2015-04-21
上傳用戶：源弋弋
資源簡介：一個support vector machine的matlab工具箱。
上傳時間： 2013-12-11
上傳用戶：ve3344
資源簡介：support vector machine的一個matlab工具箱
上傳時間： 2013-12-22
上傳用戶：ynwbosss
資源簡介：support vector machine的osu源碼
上傳時間： 2013-12-28
上傳用戶：大三三
資源簡介：svm(support vector machine)的訓練識別算法程序
上傳時間： 2014-01-16
上傳用戶：xieguodong1234
資源簡介：SVM, support vector Machine 支持向量機程序
上傳時間： 2014-01-12
上傳用戶：rocketrevenge
資源簡介：support vector classification machine ％ soft margin ％ uses "kernel.m" ％ ％ xtrain: (Ltrain,N) with Ltrain: number of points N: dimension ％ ytrain: (Ltrain,1) containing class labels (-1 or +1) ％ xrun: (Lrun,N) with Lrun: number o...
上傳時間： 2015-09-04
上傳用戶：問題問題
資源簡介：基于核的學習方法SVM(support vector Machine)有很好的分類識別性能，這是在SVM的基礎上改進的一個更好的SKM(support Kernel Machine)Package.
上傳時間： 2014-01-15
上傳用戶：13517191407
資源簡介：用MATLAB程序實現support vector machine
上傳時間： 2015-10-17
上傳用戶：qq1604324866
資源簡介：(數據挖掘新方法-支持向量機)PDF格式的!知道支持向量機(SVM),肯定知道它是一本非常經典的圖書!支持向量機(support vector machine，SVM)是數據挖掘中的一項新技術，是借助于最優化方法解決機器學習問題的新工具．
上傳時間： 2013-12-06
上傳用戶：kr770906
資源簡介：support vector Machine is small sample method based on statistic learning theory. It is a new method to deal with the highly nonlinear classification and regression problems .It can better deal with the small sample, nonlinear and
上傳時間： 2014-12-02
上傳用戶：zukfu
資源簡介：support vector manchine and kNN分類的源代碼.支持向量機是數據處理的比較良好的方法.最緊鄰分類也是比較經典的
上傳時間： 2016-03-08
上傳用戶：haohaoxuexi
資源簡介：LSVM Langrangian support vector Machine algorithm
上傳時間： 2016-04-10
上傳用戶：hxy200501
