Title
Discovering Rules for Dynamic Configuration of Multi-classifier Systems
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.
Year
DOI
Venue
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 Dimauro119024.09
Sebastiano Impedovo221726.47
M. G. Lucchese3674.23
Giuseppe Pirlo423434.30
A. Salzo515714.06