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» Ensembles of Region Based Classifiers
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GECCO
2006
Springer
142views Optimization» more  GECCO 2006»
15 years 3 months ago
Classifier prediction based on tile coding
This paper introduces XCSF extended with tile coding prediction: each classifier implements a tile coding approximator; the genetic algorithm is used to adapt both classifier cond...
Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wils...
MCS
2010
Springer
15 years 1 months ago
A Multi-Classifier System for Off-Line Signature Verification Based on Dissimilarity Representation
Abstract. Although widely used to reduce error rates of difficult pattern recognition problems, multiple classifier systems are not in widespread use in off-line signature verifica...
Luana Batista, Eric Granger, Robert Sabourin
MVA
1990
15 years 27 days ago
Region Tracking through Neural Classifier
We present herein a classificationof regions from an image which is based on textural measurements.It aims to distinguish groups of regions having the sameclass among a pre-establ...
Patrick Thévenoux, Pascal Vincent
AIPRF
2007
15 years 1 months ago
Evaluation of Different Approaches to Training a Genre Classifier
This paper presents experiments on classifying web pages by genre. Firstly, a corpus of 1539 manually labeled web pages was prepared. Secondly, 502 genre features were selected ba...
Vedrana Vidulin, Mitja Lustrek, Matjaz Gams
MCS
2007
Springer
15 years 5 months ago
Stopping Criteria for Ensemble-Based Feature Selection
Selecting the optimal number of features in a classifier ensemble normally requires a validation set or cross-validation techniques. In this paper, feature ranking is combined with...
Terry Windeatt, Matthew Prior