DIMENSIONALITY REDUCTION TECHNIQUES FOR ENHANCING AUTOMATIC TEXT CATEGORIZATION

Dina Adel Said;

Abstract


This main contribution of this work is to enhance existing DR techniques and second is to conduct a comparative study that allows users to make comprehensive choices among available techniques. The main objective is to achieve the highest performance with the most simplest techniques. Due to the simplicity and efficiency of the feature filtering ap­ proach, this work demonstrates this approach in order to perform the DR process. The feature filtering approach is divided into two main stages:


Other data

Title DIMENSIONALITY REDUCTION TECHNIQUES FOR ENHANCING AUTOMATIC TEXT CATEGORIZATION
Other Titles استخدام طرق اختزال الأبعاد لتحسين جودة تصنيف النصوص أليا
Authors Dina Adel Said
Issue Date 2007

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