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15th International Conference on Pattern Recognition (ICPR'00) - Volume 2
Generalized Non-Reducible Descriptors
Barcelona, Spain
September 03-September 08
ISBN: 0-7695-0750-6
ASCII Text
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Ventzeslav Valev, Bülent Sankur, Petia Radeva, "Generalized Non-Reducible Descriptors," Pattern Recognition, International Conference on, vol. 2, pp. 2394, 15th International Conference on Pattern Recognition (ICPR'00) - Volume 2, 2000.
 
 
BibTex
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@article{ 10.1109/ICPR.2000.906095,
author = {Ventzeslav Valev and Bülent Sankur and Petia Radeva},
title = {Generalized Non-Reducible Descriptors},
journal ={Pattern Recognition, International Conference on},
volume = {2},
year = {2000},
isbn = {0-7695-0750-6},
pages = {2394},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2000.906095},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Pattern Recognition, International Conference on
TI - Generalized Non-Reducible Descriptors
SN - 0-7695-0750-6
SP
EP
A1 - Ventzeslav Valev,
A1 - Bülent Sankur,
A1 - Petia Radeva,
PY - 2000
KW - Supervised Pattern Recognition
KW - Machine Learning
KW - Descriptors
KW - Non-Reducible Descriptors
KW - Generalized Non-Reducible Descriptors
VL - 2
JA - Pattern Recognition, International Conference on
ER -
 
Ventzeslav Valev, St. Louis University
Bülent Sankur, Bogazici University
Petia Radeva, Computer Vision Center
This paper provides a generalization of non-reducible descriptors. Non-reducible descriptors are used in supervised pattern recognition problems when the pattern descriptions consist of Boolean variables. This generalization extends the concept of distance between patterns of different classes. A mathematical model to construct generalized non-reducible descriptors, a computational procedure, and numerical examples are discussed.
Index Terms:
Supervised Pattern Recognition, Machine Learning, Descriptors, Non-Reducible Descriptors, Generalized Non-Reducible Descriptors
Citation:
Ventzeslav Valev, Bülent Sankur, Petia Radeva, "Generalized Non-Reducible Descriptors," icpr, vol. 2, pp.2394, 15th International Conference on Pattern Recognition (ICPR'00) - Volume 2, 2000
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