Publication - ACO Hybrid Algorithm for document classification system

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ACO Hybrid Algorithm for document classification system

Research Area:  
Other topics in Computer Science
    
Type:  
In Collection

 

Year: 2009
Authors: N. Tsimboukakis; George Tambouratzis
Publisher: Springer-Verlag
Editor: L.C. Jain, S. Dehuri, CP Lim
Address: Germany
Pages: 215-236
ISBN: 978-3-642-04224-9
DOI: 10.1007/978-3-642-04225-6_11
Abstract:
In the present study an ACO algorithm is adopted as a part of a document classification system that classifies documents written in Greek, in thematic categories. The main purpose of the ACO module is to create a word map that will assist in the representation of the documents in the pattern space. The word map creation algorithm proposed involves additional deterministic sub-routines and aims at clustering together into groups thematically-related words. The performance of the proposed system is compared with an alternative system implementation that is based on the established SOM neural network.
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