Downloads: 122 | Weekly Hits: ⮙1 | Monthly Hits: ⮙15
Research Paper | Computer Science & Engineering | Egypt | Volume 6 Issue 7, July 2017
Efficient Text Classifier Using Rough Sets and Hybrid Classifier Approach: A Case Study in Elfagr Newspaper
Mohamed Omran, O.E. Emam, Laila Abd-Elatif, M. Thabet
Text classification is the process of classifying documents into predefined categories based on their content. It is the automated assignment of natural language texts to predefined categories. Text classification is the primary requirement of text retrieval systems, which retrieve texts in response to a user query, and text understanding systems, which transform text in some way such as producing summaries, answering questions or extracting data. Existing supervised learning algorithms for classifying text need sufficient documents to learn accurately. This paper presents an algorithm based on rough set for the automatic grouping of PDF documents, and with potential application for Web document classification.
Keywords: rough sets, classifier, elfagr newspaper
Edition: Volume 6 Issue 7, July 2017
Pages: 2169 - 2173
How to Cite this Article?
Mohamed Omran, O.E. Emam, Laila Abd-Elatif, M. Thabet, "Efficient Text Classifier Using Rough Sets and Hybrid Classifier Approach: A Case Study in Elfagr Newspaper", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=ART20175719, Volume 6 Issue 7, July 2017, 2169 - 2173
Enter Your Registered Email Address
Similar Articles with Keyword 'rough sets'
Information Acquisition Utilizing Parallel Rough Set and MapReduce from Big Information
Sachin Jadhav, Shubhangi Suryawanshi
An Efficient Data Compress Algorithm and Data Mining
Probabilistic Rough Classification in Information Systems with Fuzzy Decision Attributes
B. Venkata Ramana, L. Padma Sree, M. Srinivasa Rao, G. Ganesan
Design and Implementation of General Conflict Analysis System to Study Syrian Problem Conflict
Huda Ahmed Abed; Dr. Hussein K. Khafaji
Finding Anomaly with Fuzzy Rough C-Means Using Semi-Supervised Approach
Gadekar S. S., Prof. Shinde S. M.
Similar Articles with Keyword 'classifier'
Artificial Intelligence for Hiring
Ishan Borker, Ashok Veda
Heart Disease Prediction with Machine Learning Approaches
Detection and Classification of Skin Cancer using Image Processing Techniques
Maha Shawish, Balsam Eid
Face Detection Using Haar Cascade Classifiers
Bhavana R. Maale, Dr. Suvarna Nandyal
The Survey Paper on Importance of Integration of Knowledge Management and Business Intelligence
Vina Lomte, Saloni Shah