Abstract | ||
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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. |
Year | DOI | Venue |
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2002 | 10.1007/3-540-45869-7_20 | Document Analysis Systems |
Keywords | Field | DocType |
experimental test,abstract-level classifier,hand-written numeral recognition,multiclassifier system,different working condition,multi classifier system,multi-classifier systems,dynamic configuration,discovering rules,combination method | Character recognition,Computer science,System configuration,Artificial intelligence,Classifier (linguistics),Numeral system,Dynamical system | Conference |
Volume | ISSN | ISBN |
2423 | 0302-9743 | 3-540-44068-2 |
Citations | PageRank | References |
1 | 0.35 | 5 |
Authors | ||
5 |
Name | Order | Citations | PageRank |
---|---|---|---|
Giovanni Dimauro | 1 | 190 | 24.09 |
Sebastiano Impedovo | 2 | 217 | 26.47 |
M. G. Lucchese | 3 | 67 | 4.23 |
Giuseppe Pirlo | 4 | 234 | 34.30 |
A. Salzo | 5 | 157 | 14.06 |