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。
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.
在全图搜索和邻域搜索中，提出了人脸相似度矩阵以进行有效的搜索。
In the full image search and local search, the similarity matrix is introduced to help matching faces efficiently.
基于模板匹配的图像跟踪算法有三个关键环节，分别为图像特征表示、相似度计算和目标搜索算法。
There are mainly three key elements in model matching based image tracking method, which are representation of image features, similarity measure and target search method respectively.
用户给出示例图片后，首先搜索与示例图片相似度最大的子库，再将搜索范围锁定在该子库内检索出与示例图片最相似的图片。
When the sample image is provided, the method searches for the sample image's most similar subset first, and then searches for the most similar images only in this subset.
为了减少自相似错误隐藏算法中搜索过程的计算复杂度，提出了一种基于连续淘汰的快速自相似错误隐藏算法。
For decreasing the computational complexity of searching process in best neighborhood matching method, a fast error concealment algorithm using successive elimination was proposed.
由于词序相似度是影响简拼搜索排序结果的主要因素，该文提出了基于向量距离计算词序相似度的算法。
Since word order similarity is the main factor to the ranking results, an algorithm based on vector distance is devised to compute word order similarity in this paper.
提出的新的相似度量准则使系统在保证翻译覆盖率的前提下提高了翻译的准确度，而含有抽象范例的范例库和递归抽象搜索算法提高了系统的时间效率。
The new similarity rule improves the translation accuracy with high coverage. The abstract-case-included case base and the recursively abstract algorithm promote the system's efficiency.
小范围用户测试结果表明：融入了链接相似度信息之后，提升了搜索结果的用户满意度。
The small-scale test results show that it enhances the customer satisfaction when we use the link similarity.
该算法选取源搜索结果中排名靠前的部分网页，对这部分网页根据网页相似度进行DBSCAN聚类，最大限度剔除冗余网页，实现搜索结果的优化。
The algorithm selected top-ranking Web pages of source search results, and clustered them to remove as much redundant pages as possible according to page similarity to achieve optimal search results.
该算法选取源搜索结果中排名靠前的部分网页，对这部分网页根据网页相似度进行DBSCAN聚类，最大限度剔除冗余网页，实现搜索结果的优化。
The algorithm selected top-ranking Web pages of source search results, and clustered them to remove as much redundant pages as possible according to page similarity to achieve optimal search results.
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