Feature selection for document classification based on topology
Egyptian Informatics Journal, 2018 Feature selection is the method of how to select the best subset of the document occurring in data core for using it in purposes of data mining or applications.
O.G. El Barbary, A.S. Salama
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Ranked document selection [PDF]
Theoretical Computer Science, 2014 zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Munro, J. Ian +3 more
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Feature selection by integrating document frequency with genetic algorithm for Amharic news document classification [PDF]
PeerJ Computer Science, 2022 Text classification is the process of categorizing documents based on their content into a predefined set of categories. Text classification algorithms typically represent documents as collections of words and it deals with a large number of features ...
Demeke Endalie +2 more
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Pearson Correlation-Based Feature Selection for Document Classification Using Balanced Training
Sensors, 2020 Documents are stored in a digital form across several organizations. Printing this amount of data and placing it into folders instead of storing digitally is against the practical, economical, and ecological perspective.
Inzamam Mashood Nasir +6 more
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Feature Selection Based on Term Frequency Reordering of Document Level
IEEE Access, 2018 In this paper, we propose a new feature selection algorithm based on term frequency reordering of document level. In our proposed algorithm, it uses the document frequency to weigh the unbalanced factors of the data sets and considers the effect of the ...
Hongfang Zhou +3 more
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A Novel Feature Selection Approach Based on Document Frequency of Segmented Term Frequency
IEEE Access, 2018 Feature selection is a very important process in text classification. It can effectively eliminate redundant features and retain feature words with strong class distinguishing ability.
Hongfang Zhou, Shuang Han, Yibin Liu
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Web Archiving as a Task of National and Local History Bibliography
Библиосфера, 2021 The foreign experience of forming the majority of national web archives (in national libraries) and many accessible local history archives of public and university libraries has been analyzed due to the development of a model and methodology for ...
N. M. Balatskaya, M. B. Martirosova
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From Integrating to Learning: Insights from Spanish L2 Multiple Documents Selection in Reading Tasks
Latin American Journal of Content and Language Integrated Learning, 2021 Previous literature has focused on investigating the use of sources in the classroom and how much they contribute to building a coherent mental representation of the texts.
Maha Soliman
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Users Behavior in Selecting Cited Bibliographies-A Case Study of National Taiwan University [PDF]
Journal of Library and Information Studies, 1999 This project analyzes the behavior of selecting cited bibliographies of collegeand graduate students in National Taiwan University when they are writing theirterm papers and graduate theses.
Mu-Hsuan Huang
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Document features selection using background knowledge and word clustering technique [PDF]
Management Science Letters, 2014 By everyday development of storage and communicational and electronic media, there are significant amount of information being collected and stored in different forms such as electronic documents and document databases makes it difficult to process them,
Hajar Farahmand +2 more
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