这堂课我们将讨论且提出有关支持向量机和调控网络建构与选择适当的核心函式运作的一些结果和问题。
In this class we discuss some results and open problems related to the construction and choice of the appropriate kernel functions for Support Vector Machines and Regularization Networks.
进而提出了基于支持向量机(SVM)的网络延时预测方法。
The prediction method of network delays based on support vector machine (SVM) was put forward.
提出了基于损失函数的模糊判决支持向量机算法，并与模糊样本支持向量机算法进行了比较。
The fuzzy judgment support vector machine algorithm based on loss function is proposed, and compared with fuzzy sample support vector machine algorithm.
提出了基于支持向量机的分类原理对鸢尾属植物进行分类的方法。
This article presents a new method of plant classification of iris based on the support vector machine classification principle.
提出了一种基于最小二乘支持向量机(LS - SVM)的铁路客运量预测的新方法。
A new prediction approach for railway passenger volume is put forward by means of Least Squares Support Vector Machine (LS-SVM).
支持向量机（SVM）是根据统计理论提出的一种新的学习算法。
The support vector machine(SVM) is a new learning technique based on the statistical learning theory.
提出了一种基于支持向量机的改进的降维方法。
In this paper we present an improved dimensionality reduction method based on support vector machines.
提出了一种最小二乘支持向量机的电池剩余电量预测新模型。
A novel prediction model for remaining capacity of batteries based on least square support vector machine (LS-SVM) was proposed.
提出支持向量机-模糊预测控制方法，介绍支持向量机在列车启动控制过程中的应用。
It is proposed a fuzzy forecast control method based on support vector machine. The applications of the machine to the train start-up control are given.
提出了电液伺服系统的支持向量机的辨识建模方法。
A method of the electro hydraulic servo system identification modeling is presented based on support vector machines.
针对植物病害彩色纹理图像的特点，提出将支持向量机和色度矩分析方法相结合应用于植物病害识别中。
According to the features of color texture image of plant disease, recognition of plant disease using support vector machine (SVM) and chromaticity moments was introduced.
提出一种基于聚类分析和支持向量机(SVM)的布匹瑕疵分类方法。
Presents an efficient method of fabric defect classification based on cluster analysis and support vector machine (SVM).
提出了一种新的基于支持向量机(SVM)的物流服务顾客满意度(CSD)评价方法。
A novel evaluation method of customer satisfaction degree (CSD) in logistics based on support vector machine (SVM) was presented.
针对玉米病害叶片彩色纹理图像的特点，提出一种将支持向量机和色度矩分析应用于玉米病害识别的方法。
According to the features of color texture image of maize disease, a method of recognizing disease by using support vector machine (SVM) and chromaticity moments is introduced.
提出了一种基于支持向量机的激光焊接质量监测方法。
A laser welding quality monitoring method is proposed, based on support vector machine.
分析了卷烟焦油含量预测问题，提出了基于支持向量机的卷烟焦油含量预测方法。
With an analysis of the estimation of cigarettes tar content, an estimation method is proposed based on Support Vector Machine (SVM).
对大规模训练样本的支持向量机训练问题进行探索，提出了一种基于正交表的并行学习算法。
Explores the training problems of support vector machine with large training pattern set, and a new parallel algorithm based on orthogonal array is presented.
针对飞行动作识别提出解决这一现象的模糊支持向量机。
Flight action recognition is proposed in this paper based on the fuzzy support vector Machines (FSVMs).
提出一种基于支持向量机的实际调制信号自动识别新方法。
A new method for modulation classification based on Support Vector Machine (SVM) is presented.
为了提高性别检测的精度，提出了一种支持向量机(SVM)与主动外观模型(aam)相结合的迭代学习算法。
In order to increase accuracy in gender classification, an iterative learning approach combining support vector machine (SVM) and active appearance model (AAM) was proposed.
文章提出了一种基于支持向量机的乐器识别方法。
This paper presents an instrument recognition method based on SVM.
针对污水处理过程运行状态监控中的正常运行状态样本数多而异常运行状态样本数少的特点，提出加权支持向量机方法。
Faced with the fact that training samples belonging to normal operation status are much more than ones belonging to abnormal operation status, the weighted support vector machine is presented.
针对边缘匹配矢量量化图像编码方法存在的出轨现象，提出一种引入支持向量机的方法。
To tackle the derailment phenomenon consisting in side-match vector quantization image coding technology, we introduced support vector machine.
本文首先详细介绍了支持向量机的原理和算法，根据支持向量机的分类特性，提出将支持向量机应用到FSK解码技术中。
This paper introduces the theory and algorithm of SVM at first. It proposes to use the SVM to decode FSK signal based on the classifiable character of SVM.
为了解决支持向量机的分类仅应用于较小样本集的问题，提出了一种密度聚类与支持向量机相结合的分类算法。
To solve the problem that support vector machine(SVM) can only classify the small samples set, a new algorithm which applied SVM to density clustering is proposed.
为了实现对边防哨所等场合中无人监控的车辆、人体直立、哈腰、匍匐几种姿态的识别，提出了一种基于支持向量机的多种人体姿态识别方法。
In order to realize intelligent surveillance in some places such as sentry and so on, this paper present an approach to multiple human body posture recognition based on Support Vector Machine.
针对葡萄病害彩色纹理图像的特点，提出一种将支持向量机和色度矩分析应用于葡萄病害识别的方法。
According to the features of color texture image of grape disease, a method of recognizing of grape dis-ease using support vector machine (SVM) and chromaticity moments is introduced.
提出了基于AR模型和支持向量机的转子系统故障诊断方法。
A fault diagnosis approach for rotor systems based on AR model and support vector machine is proposed.
为了解决这个问题，本文提出了一种基于特征加权的支持向量回归机。
In order to solve the problem, support vector machine based on weighted feature is proposed in this paper.
将支持向量机方法应用到地基工程中，提出了计算地基承载力的支持向量机方法。
Applied support vector machine to foundation engineering, and proposed support vector machine method to compute the foundation bearing capacity.
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