Decision improving of unsupervised SVM for fault identification

"Unsupervised Learning of Disambiguation Rules for Part of Speech Tagging." Workshop on Very Large Corpora, p.1995. ( PDF)

词类标注的消歧规则的无监督学习〉。《超大规模语料专题讨论会》，1995年。（PDF）

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In the algorithm, improved genetic algorithm ( GA) was used to optimize the parameter, and unsupervised learning Kohonen neural network was used to cluster the parameter.

在算法中，运用改进的遗传算法（Genetic Algorithm，GA）进行参数的优化，运用无监督学习的Kohonen神经网络进行参数的聚类。

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Research on Domain-Specific Term Extraction Based on Semi-Supervised Learning

基于半监督学习的特定领域术语抽取算法的研究

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Research on Graph-based Semi-Supervised Learning Model and Classifier Design

基于图的半监督学习模型研究与分类器设计

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Semi-supervised Learning and Its Application to Intrusion Detection System

半监督学习在入侵检测系统中的应用

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Research on Expression Recognition Methods Based on Semi-Supervised Learning and Decision Level Fusion

基于半监督学习和决策融合的人脸表情识别方法研究

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Study of Intrusion Detection Algorithm Based on Semi-supervised Learning

基于半监督学习的入侵检测算法研究

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The goal of semi-supervised learning is to learn from partially labeled data.

半监督学习研究的目的是在整个数据集中只有一部分样本有标记的情况下，如何对数据进行分类。

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Research of protein-protein interaction extraction based on semi-supervised learning

基于半监督学习的蛋白质关系抽取研究

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Semi-supervised learning to data-driven fault diagnosis has been introduced.

尝试研究了半监督学习在基于数据驱动的故障诊断方法中的应用。

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Semi-supervised learning and its applications to fingerprint image segmentation.

半监督学习及其在指纹图像分割上的应用研究。

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Propose a semi-supervised learning algorithm based on ensemble learning.

提出了一种基于分类器集成的半监督学习算法。

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A Semi-Supervised Learning Algorithm Based on Lie Group and Application

一种基于李群的半监督学习算法及应用研究

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Study of Semi-Supervised Learning-Based and Support Vector Machine-Based Eyebrow Recognition

基于半监督学习和支持向量机的眉毛识别方法研究

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Behavior Modeling and Abnormality Detection Based on Semi-Supervised Learning Method

基于半监督学习的行为建模与异常检测

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Usually, such problems are also known as semi-supervised learning.

通常这样的学习问题也被称为半监督学习。

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In this thesis, I focused on graph-based semi-supervised learning.

本文主要研究的是基于图的半监督学习方法与应用。

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Meanwhile, RCAS employs semi-supervised learning and relevance feedback to deal with the unlabeled samples in the related class and unrelated class.

同时，RCAS算法结合了机器学习中半监督学习和相关反馈算法的优点，对有关类和无关类中未标记样本采用不同的方式加以利用。

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SVM has been recently used in many applications. We deeply research the Semi-supervised Learning, machine learning and the problems of current intrusion detection system. The research in this paper provides new methods based on SVM for solving mass unlabeled data.

本文在深入研究半监督学习和传统的机器学习理论及目前入侵检测系统所面临问题的基础上，选择SVM方法作为基础分类算法，提出了一种新的处理海量未标记数据的半监督算法。

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The algorithm is based on Bayesian decision machinery, with estimation of the structure from probability density function, for two-class problems. ( 3) The paper gives out a semi-supervised learning algorithm based on FCM.

该算法基于贝叶斯决策理论，通过概率密度函数进行分布估计，对两类别半监督学习问题进行判定。（3）给出了一个基于FCM的半监督学习算法。

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