Δημοσίευση - ACO Hybrid Algorithm for document classification system
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ACO Hybrid Algorithm for document classification system

Ερευνητική περιοχή:  
Άλλα θέματα Πληροφορικής
    
Είδος:  
Άρθρο σε συλλογικό τόμο

 

Έτος: 2009
Συγγραφείς: N. Tsimboukakis; Γιώργος Ταμπουρατζής
Εκδόσεις: Springer-Verlag
Επιμέλεια: L.C. Jain, S. Dehuri, CP Lim
Διεύθυνση: Germany
Σελίδες: 215-236
ISBN: 978-3-642-04224-9
DOI: 10.1007/978-3-642-04225-6_11
Περίληψη:
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.
[Bibtex]