Challenges in KNN Classification

The KNN algorithm is one of the most popular data mining algorithms. It has been widely and successfully applied to data analysis applications across a variety of research topics in computer science. This paper illustrates that, despite its success, there remain many challenges in KNN classification...

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Bibliographic Details

Published in:	IEEE transactions on knowledge and data engineering Vol. 34; no. 10; pp. 4663 - 4675
Main Author:	Zhang, Shichao
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.10.2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Classification classification rule Data analysis Data mining KNN classification lazy learning Licenses Nearest neighbor methods Partitioning algorithms Prediction algorithms Training Training data
ISSN:	1041-4347, 1558-2191
Online Access:	Get full text
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