在页面分类分类中使用树状语法进行训练集扩展

Stefano Baldi, S. Marinai, G. Soda
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引用次数: 24

摘要

本文描述了一种由表示页面布局的XY树生成的训练集的扩展方法。在处理基于MXY树页面表示的页面分类时,这种方法是合适的。其基本思想是使用树形语法来模拟由分割算法引起的树的变化。定义了一组通用语法规则,并用于扩展训练集。用k - nn方法对页面进行分类,其中页面之间的距离由树编辑距离计算。
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Using tree-grammars for training set expansion in page classi .cation
In this paper we describe a method for the expansionof training sets made by XY trees representing page layout.This approach is appropriate when dealing with page classificationbased on MXY tree page representations. The basicidea is the use of tree grammars to model the variationsin the tree which are caused by segmentation algorithms.A set of general grammatical rules are defined and used toexpand the training set. Pages are classified with a k - nnapproach where the distance between pages is computed bymeans of tree-edit distance.
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