In this article, you reviewed the use and roles of XML in data mining, including pattern matching, change detection, similarity search and detection, data annotation, and semantics.
在本文中，您复习了XML在数据挖掘中的用途和作用，包括模式匹配、变化监测、相似度搜索和监测、数据注释和语义。
The third is finding the information of products use and special rules by using the sequence pattern mining in the Data mining technique.
其三是使用数据挖掘技术中的序列模式挖掘技术获得产品使用情况和特殊规律的信息。
The method is widely used in pattern recognition, data mining, and system recognition and control.
该方法已经应用在模式识别、数据挖掘、系统辨识与控制等领域。
Recently the study on data mining of time series mainly concentrates on both the similarity search in a time series database and the pattern mining from a time series.
时间序列存在于社会的各个领域，对于时间序列数据挖掘的研究目前主要集中在相似性搜索和模式挖掘上。
The corresponding prefetching algorithm, which comes from the sequential pattern mining method in data mining area, is also raised.
借助数据挖掘领域中序列模式挖掘的方法，提出了相应的预取算法。
Multidimensional scaling is a powerful tool for dimensionality reduction in the field of pattern recognition and data mining.
多维尺度分析是模式识别与数据挖掘领域一个有力的降维工具。
The basic idea of the mining algorithm is to generate concurrent branch pattern from rough concurrent branch pattern. Bottom-up method is adopted in the process of pattern generating.
该算法的基本思想是在粗并发分支模式的基础上生成并发分支模式，在并发分支模式生成过程中采用自底向上的方法。
Cluster analysis is one of the means of multivate analysis and is widely used in pattern recognition, data mining and decision analysis etc.
聚类分析是多元统计分析的方法之一，广泛的应用在模式识别，数据挖掘和决策分析等领域。
Ant colony algorithm is one of the simulation evolution algorithms, when mining the visiting pattern of the special crowd interested in, the pattern we got can be objective a.
蚁群算法是一种模拟进化算法，在挖掘特定用户群感兴趣的访问模式时，采用蚁群算法得到的模式会比较客观准确。
At present, manifold learning has become a hot issue in the field of pattern recognition, machine learning and data mining.
目前，流形学习已成为模式识别、机器学习和数据挖掘领域的研究热点问题。
The time trait is often ignored in the course of mining traditional sequential pattern, in which the sequential item is also without attribute constraint.
传统序列模式挖掘算法往往忽略了序列模式本身的时间特性，所考查的序列项都是单一事件，无属性约束。
For the pattern mining, as users do not know which kinds of patterns in data are interesting, we need to detect different patterns as many as possible.
对于模式挖掘，由于用户不知道数据中什么类型的模式是有趣的，所以需要尽可能的挖掘多种不同的模式。
In recent years, for the search technology many scholars have designed more efficient sequential pattern mining algorithm which more meet the needs of users.
近年来很多学者针对搜索技术提出了效率较高，符合用户需求的序列模式挖掘算法。
In this paper, labeled ordered tree is used as the data model of semi structured data, the problem of maximum tree structured frequent pattern mining from semi structured data is studied.
本文以标记有序树作为半结构化数据的数据模型，研究了半结构化数据的树状最大频繁模式挖掘问题。
According to the method of data mining using in the image, this paper proposed a new approach based on image degradation and unit pattern matching to mine texture feature.
借助数据挖掘方法在图像中的应用，提出了一种利用图像降阶结合基元模式匹配对纹理特征进行挖掘的新思路。
Because the HL7 standard has just proposed and is also in the process of further consummation, electronic medical record data extract and pattern mining have been studied little.
由于HL7标准提出不久，且还处于进一步完善的过程中，电子病历数据抽取和模式挖掘在国内外都少有研究。
The sequential pattern is a very useful knowledge one in time related databases, and it is very important to find out high efficient algorithm of mining it.
序贯模式是时间相关数据库中存在的一种十分有用的知识模式，其发掘方法的研究有着十分重要的意义。
Clustering can analyse the data effectively, which has a wide use in many fields, such as data mining, numerical analysis and pattern recognition.
聚类可以对数据进行有效分析，在数据挖掘、数值分析、模式识别等领域有着非常广泛的应用。
In this paper we propose an algorithm which can mining quantitative association rules in rough set. The pattern mined by this method has high precision.
本文提出一个利用关联规则技术从粗糙集中发现知识的算法，该算法挖掘出的模式具有较高的精确度。
In the last, the diagnostic pattern data mining system from fault case database of reciprocating compressor is demonstrated.
最后以往复式压缩机实例挖掘系统为例说明了该原理的应用。
The invention can be used in machine learning and the pattern recognition, as well as in the fields of voice recognition and data mining in addition to the image recognition.
本发明可用于机器学习和模式识别范畴内，除了图像识别以外，还可用于语音识别及数据挖掘等领域。
If radon measurement is available for the surface conditions in mining area, the establishment of the abnormal pattern can provide a reference for the radon measurements of similar mines.
若矿区地表条件适合氡气测量，该异常模式的建立能为更多需要开展氡气测量的矿区提供借鉴。
The technique focus on frequent pattern mining, the existed models of frequent pattern mining have the advances respectively, but there is shortcoming in the intelligence and universality.
该方法主要是针对频繁模式的挖掘，现有的频繁模式挖掘的模型各有优点，但在智能性和通用性方面表现的较差。
In order to efficiently improve the prediction accuracy by selecting input variables and the training pattern, a load forecasting model based on data mining technique is presented.
为了有效地提高预测精度，选择输入变量和人才培养模式，提出了基于数据挖掘技术的负荷预测模型。
Forming mechanism of landscape pattern in Xiamen city is related to elevation, slope, the nearest distance to the highways, industrial and mining sites, the area of residential sites.
厦门景观格局形成机制与高程、坡度等自然因素，以及距公路远近、居民点面积等社会经济因素有较大关系。
Forming mechanism of landscape pattern in Xiamen city is related to elevation, slope, the nearest distance to the highways, industrial and mining sites, the area of residential sites.
厦门景观格局形成机制与高程、坡度等自然因素，以及距公路远近、居民点面积等社会经济因素有较大关系。
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