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Performance Evaluation of Classification Methods in Layout Prediction of Web Pages
(IEEE, 2018)
The Web is an invaluable source of data stored on web pages. These data are contained in HTML layout elements of a web page. It is a crucial issue to extract data automatically from a web page. In this study, a dataset, ...
Object-Based FlowChart Drawing Library
(IEEE, 2017)
While flow charts are one of the best ways to describe a computer program, drawing process is a laborious task for developers. This study describes an open source Javascript library named obfc.js, which we have developed ...
Examining the Impact of Feature Selection on Classification of User Reviews in Web Pages
(IEEE, 2018)
The user reviews in web pages can provide useful information about the content of the web page for text processing applications. Automatically extracting data from a web page is a crucial process for these applications. ...
Author Detection by Using Different Term Weighting Schemes
(IEEE, 2013)
In this study, the impact of term weighting on author detection as a type of text classification is investigated. The feature vector being used to represent texts, consists of stem words as features and their weight values, ...
Text classification of web based news articles by using Turkish grammatical features
(2012)
The dimensions of the feature vectors being used at the classification methods in the literature affect directly the time performance. In this study, how to reduce the dimension of the feature vector by using Turkish's ...
Web content extraction by using decision tree learning
(2012)
Via information extraction techniques, web pages are able to generate datasets for various studies such as natural language processing, and data mining. However, nowadays the uninformative sections like advertisement, ...