Agglomerative Clustering: A Case Study in Language Discrimination - Softcover

Amelio, Alessia

 
9786138914600: Agglomerative Clustering: A Case Study in Language Discrimination
Softcover
ISBN 10: 6138914600 ISBN 13: 9786138914600
Verlag: Scholars' Press, 2019

Inhaltsangabe

This book presents an agglomerative clustering method modelling the data as a graph. An evolutionary algorithm is employed on the graph for finding the components which represent a first level clustering. Then, an agglomerative procedure is used for refining the first solution, achieving a noticeable improvement in the final solution. A case study is proposed for testing the method, which is the discrimination of text documents according to different languages. An experiment shows that this method is quite promising in discriminating among the documents in the different languages.

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Über die Autorin bzw. den Autor

Alessia Amelio has served as research fellow at DIMES, University of Calabria. She is co-author of more than 100 papers in machine learning and pattern recognition. She has served as editorial board member of various journals and co-organizer of scientific events. Her research interests have included pattern recognition and artificial intelligence.

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Verlag
Scholars' Press
Erscheinungsdatum
2019
Sprache
Englisch
ISBN 10 
6138914600
ISBN 13 
9786138914600
Einband
Taschenbuch
Anzahl der Seiten
60
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Fastbook Publishing
customerservice@vdm-vsg.de

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Riga
1039
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