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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Vydané v:	Scientific reports Ročník 12; číslo 1; s. 20108 - 15
Hlavní autori:	Li, Juan, Dai, Cai
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	London Nature Publishing Group UK 22.11.2022 Nature Portfolio
Predmet:	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
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