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Fakultät für Mathematik
Hodrea, Ioan Bogdan; Bot, Radu Ioan; Wanka, Gert : The Rose-Gurewitz-Fox approach applied for patents classification

Hodrea, Ioan Bogdan ; Bot, Radu Ioan ; Wanka, Gert : The Rose-Gurewitz-Fox approach applied for patents classification


Author(s):
Hodrea, Ioan Bogdan
Bot, Radu Ioan
Wanka, Gert
Title:
The Rose-Gurewitz-Fox approach applied for patents classification
Electronic source:
application/pdf
Preprint series:
Technische Universität Chemnitz, Fakultät für Mathematik (Germany). Preprint 14, 2004
Mathematics Subject Classification:
62H30 [ Classification and discrimination; cluster analysis ]
68P20 [ Information storage and retrieval ]
68T50 [ Natural language processing ]
Abstract:
We used the so-called deterministic annealing algorithm due to Rose and Gurewitz by the classification of patent documents. The C++ program based on this algorithm was run first on some artificially constructed data and the results were good, then on some data sets obtained from some already classified patents. The conclusion we reached is that this algorithm provides an alternative classification to the one in the US Patent Classification System.
Keywords:
Unsupervised Classification; Deterministic Annealing; Data Mining; Patent Classification
Language:
English
Publication time:
10 / 2004

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