Fast prototype selection algorithm based on adjacent neighbourhood and boundary approximation

The unceasing increase of data quantity severely limits the wide application of mature classification algorithms due to the unacceptable execution time and the insufficient memory. How to fast incrementally obtain high decision reference set and adapt to incremental data environment is urgently need...

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Bibliographic Details

Published in:	Scientific reports Vol. 12; no. 1; pp. 20108 - 15
Main Authors:	Li, Juan, Dai, Cai
Format:	Journal Article
Language:	English
Published:	London Nature Publishing Group UK 22.11.2022 Nature Portfolio
Subjects:	639/705/117 639/705/258 Algorithms Cluster Analysis Humanities and Social Sciences multidisciplinary Pattern Recognition, Automated - methods Science Science (multidisciplinary)
ISSN:	2045-2322, 2045-2322
Online Access:	Get full text
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