A fuzzy similarity approach in text classification task

A fuzzy similarity approach in text classification task

We present a fuzzy similarity approach to address a text classification problem. The effectiveness of several fuzzy conjunction and disjunction operators used in a fuzzy similarity formula and on several document representations were evaluated using test sets from three text document collections. Ba...

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Bibliographische Detailangaben
Hauptverfasser: Widyantoro, D.H., Yen, J.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Clustering algorithms
Computer science
Fuzzy sets
Internet
Quadratic programming
Support vector machine classification
Support vector machines
Testing
Text categorization
Web sites
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Beschreibung
Zusammenfassung:We present a fuzzy similarity approach to address a text classification problem. The effectiveness of several fuzzy conjunction and disjunction operators used in a fuzzy similarity formula and on several document representations were evaluated using test sets from three text document collections. Based on empirical results obtained from using these collections, a special case of the fuzzy similarity formula performs very well.
ISSN:1098-7584
DOI:10.1109/FUZZY.2000.839070