Discovering Rules for Dynamic Configuration of Multi-classifier Systems

Authors:
Giovanni Dimauro;Sebastiano Impedovo;M. G. Lucchese;Giuseppe Pirlo;A. Salzo
Affiliations:
-;-;-;-;-
Venue:
DAS '02 Proceedings of the 5th International Workshop on Document Analysis Systems V
Year:
2002

Citing 2
Cited 0

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Abstract

This paper addresses the problem of dynamic configuration of multi classifier systems. For this purpose, the performance of combination methods for abstract-level classifiers is predicted, under different working conditions, and sets of rules are discovered and used for dynamic configuration of multiclassifier systems. The experimental tests have been carried out in the field of hand-written numeral recognition. The result demonstrates the validity of the proposed approach.