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Generalized Non-Reducible Descriptors

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Generalized Non-Reducible Descriptors
This paper provides a generalization of non-reducible descriptors by extending the concept of distance between patterns of di erent classes. Generalized non-reducible descriptors are used in supervised pattern recognition problems where the feature vectors consist of Boolean variables. Generalized non-reducible descriptors are expressed as conjunctions and correspond to syndromes in medical diagnosis. Generalized non-reducible descriptors minimize the number of operations in the decision rules. A mathematical model to construct generalized non-reducible descriptors, a computational procedure, and numerical examples are discussed. ? 2004 Pattern Recognition Society. Published by Elsevier Ltd. All rights reserved.
Ventzeslav Valev, Bülent Sankur, Petia Radeva
Added 31 Jul 2010
Updated 31 Jul 2010
Type Conference
Year 2000
Where ICPR
Authors Ventzeslav Valev, Bülent Sankur, Petia Radeva
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