Tensored nearest-neighbor classifiers

Tensored nearest-neighbor classifiers

Among the various parametric and nonparametric techniques available for classification, k-nearest neighbor is a well known nonparametric method. This paper describes some experiments with modification of a k-nearest neighbor method to use the neighbor information as attributes to a second k-nearest...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Chalasani, V., Beling, P.A.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Cities and towns
Discrete transforms
Euclidean distance
Nearest neighbor searches
Pattern recognition
Probability
Symmetric matrices
Systems engineering and theory
Testing
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Beschreibung
Zusammenfassung:Among the various parametric and nonparametric techniques available for classification, k-nearest neighbor is a well known nonparametric method. This paper describes some experiments with modification of a k-nearest neighbor method to use the neighbor information as attributes to a second k-nearest neighbor classifier.
ISSN:1062-922X
2577-1655
DOI:10.1109/ICSMC.1998.725105