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A Hierarchical Multiple Classifier Learning Algorithm
Barcelona, Spain September 03-September 08
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICPR.2000.90603715th International Conference on Patt ...
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Yu-Yu Chou, Linda G. Shapiro, "A Hierarchical Multiple Classifier Learning Algorithm," Pattern Recognition, International Conference on, vol. 2, pp. 2152, 15th International Conference on Pattern Recognition (ICPR'00) - Volume 2, 2000.
 
 
BibTex
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@article{ 10.1109/ICPR.2000.906037,
author = {Yu-Yu Chou and Linda G. Shapiro},
title = {A Hierarchical Multiple Classifier Learning Algorithm},
journal ={Pattern Recognition, International Conference on},
volume = {2},
year = {2000},
isbn = {0-7695-0750-6},
pages = {2152},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2000.906037},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Pattern Recognition, International Conference on
TI - A Hierarchical Multiple Classifier Learning Algorithm
SN - 0-7695-0750-6
SP
EP
A1 - Yu-Yu Chou,
A1 - Linda G. Shapiro,
PY - 2000
KW - Multiple Classifier
KW - Data Clustering
KW - Machine Learning
VL - 2
JA - Pattern Recognition, International Conference on
ER -
 
Yu-Yu Chou, University of Washington
Linda G. Shapiro, University of Washington
In this paper we describe a new hierarchical multiple classifier learning algorithm that was developed to provide a tool for classifier construction in medical applications. The new mechanism uses data clustering and sub-class labeling to reduce the overhead of training and enhance the classification accuracy. The results of using this method are compared to a hand-built classifier and to other multiple classifier algorithms.
Index Terms:
Multiple Classifier, Data Clustering, Machine Learning
Citation:
Yu-Yu Chou, Linda G. Shapiro, "A Hierarchical Multiple Classifier Learning Algorithm," icpr, vol. 2, pp.2152, 15th International Conference on Pattern Recognition (ICPR'00) - Volume 2, 2000
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