孪生双子支持向量机（TWSVM） - CSDN博客
孪生支持向量机（twsvm）是一种二值svm分类器，通过求解两个相关的svm类型的问题来确定两个非平行平面，其中每个问题都比传统的svm小。 孪生 支持向量机 公式是基于广义特征值最 …
Twin support vector machines: A survey - ScienceDirect
2018年7月26日 · Twin support vector machines (TWSVM) is a new machine learning method based on the theory of Support Vector Machine (SVM). Unlike SVM, TWSVM would generate …
Twin Support Vector Machines for Pattern Classification
2007年3月19日 · We propose twin SVM, a binary SVM classifier that determines two nonparallel planes by solving two related SVM-type problems, each of which is smaller than in a …
mir-am/LIBTwinSVM: A Library for Twin Support Vector Machines - GitHub
LIBTwinSVM is an easy-to-use implementation of Twin Support Vector Machine. It is licensed under the terms of GNU GPL v3. This application comes with a user interface which makes …
Twin Support Vector Machines（孪生支持向量机） - CSDN博客
2015年1月7日 · 多分类孪生支持向量机（Multi-Class Twin Support Vector Machines, MTWSVM）是一种扩展自原始支持向量机（Support Vector Machines, SVM）的机器学习算 …
Twin SVM for conditional probability estimation in binary and ...
2023年4月1日 · In this paper, we estimate the conditional probability function by presenting a new twin SVM model (CPTWSVM) in binary and multiclass classification problems. The motivation …
Comprehensive Review On Twin Support Vector Machines
2021年5月1日 · Twin support vector machine (TWSVM) and twin support vector regression (TSVR) are newly emerging efficient machine learning techniques which offer promising …
孪生支持向量机详解-CSDN博客
2020年7月26日 · 孪生支持向量机（Twin Support Vector Machine，简称TWSVM）是一种较新的机器学习分类算法，与传统支持向量机（SVM）的原理类似，但在解决分类问题时采用了一种 …
多分类孪生支持向量机研究进展 - 软件学报
孪生支持向量机(twin support vector machine, 简称TWSVM)是在传统支持向量机(support vector machine, 简称SVM) [1, 2] 的基础上发展而来的一种新型机器学习算法.为了解决二分类问题, …
Multiview Learning With Robust Double-Sided Twin SVM
In this article, we develop multiview robust double-sided twin SVM (MvRDTSVM) with SVM-type problems, which introduces a set of double-sided constraints into the proposed model to …