High scale video mining with forests of fuzzy decision trees

Authors:
Christophe Marsala;Marcin Detyniecki
Affiliations:
Université Pierre et Marie Curie Paris, Paris, France;Université Pierre et Marie Curie Paris, Paris, France
Venue:
CSTST '08 Proceedings of the 5th international conference on Soft computing as transdisciplinary science and technology
Year:
2008

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Abstract

In this paper, a video mining method based on the use of Forests of Fuzzy Decision Trees (FFDT) is presented. We focus on the use of such a FFDT in a high scale video mining application and highlight the main advantages of using fuzzy set theory in such a process.