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According to such situation, the paper combines SVM with active learning, and presents a couple of improved classification method of active learning support vector machine (ASVM).

针对这种情况,本文将支持向量机和主动学习结合起来,提出两种改进的主动支持向量机方法,本文主要的工作总结如下:(1)了解主动学习与支持向量机的研究现状及趋势,并重点对主动学习与支持向量机的算法理论进行深入研究。

The research and realization of the Active Learning Support Vector Machine in Remote Sensing Image Classification

遥感图像分类的主动支持向量机的研究与实现

Improved Active Support Vector Machine Algorithm and Its Application

一种改进的主动支持向量机算法及其应用

Text categorization based on active learning support vector machines

基于主动学习支持向量机的文本分类

Intrusion Detection Based on Support Vector Machines and Active Learning

基于支持向量机与主动学习的入侵检测

Classification of weighted support vector machine based on active learning

基于主动学习的加权支持向量机的分类

Autolabeling of Verb-Verb Collocation Based on Support Vector Machine

利用支持向量机实现动词-动词搭配的自动标注

Support Veltor Machines Based on Hull Vectors and Center Vectors

基于壳向量和中心向量的支持向量机

Rough Set-based One-class Support Vector Machine

粗糙one-class支持向量机

Application of Support Vector Machine in Fault Diagnosis of Aeroengine Test

支持向量机的涡扇发动机试车故障诊断

PID decoupling controller for aero-engine based on support vector machines

基于支持向量机的航空发动机PID解耦控制

Study on Application of Support Vector Machine in Engine Fault Diagnosis

支持向量机在发动机故障诊断中的应用研究

Seismic Facies Classification by Support Vector Machine Based on Principal Component Analysis;

基于主成分分析的支持向量机划分地震相

Overlaid Caption Extraction in News Video Based on SVM;

基于支持向量机的新闻视频主题式字幕提取

A Web Page Classifier Based on Support Vector Machine and Principal Component Analysis;

基于支持向量机与主成分相结合的网页分类器

Principal component analysis and support vector machine based anomaly detection

基于主元分析和支持向量机的异常检测

The Proximal Support Vector Machine Based on the Primary and Secondary Prototypal Hyperplanes

基于主次原型超平面最接近支持向量机

The Fault Diagnosis of the Roller Bearing Based on the Wavelet and SVM;

基于小波与支持向量机的滚动轴承故障诊断

Automatic Grading for B-Scan Placenta Images Based on Support Vector Machine;

基于支持向量机的胎盘B超图像自动分级