Recent Advances in Time-Series Classification—Methodology and Applications (Bog, Hardback, Engelsk) af Zoltan Geller

Recent Advances in Time-Series Classification—Methodology and Applications

(Bog, Hardback, Engelsk)
Forfattere: Zoltan Geller, Vladimir Kurbalija, Milos Radovanovic, Mirjana Ivanovic

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Beskrivelse

While these constraints cut computation time significantly (by up to three orders of magnitude), they may also affect classification accuracy.Additionally, the importance of the nearest neighbor classifier (1NN) is emphasized for its strong performance in time-series classification, alongside the kNN classifier which offers stable results.

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Alle detaljer

Forlag Springer International Publishing AG
Forfattere Zoltan Geller, Vladimir Kurbalija, Milos Radovanovic, Mirjana Ivanovic
Type Bog
Format Hardback
Sprog Engelsk
Udgave 2025 ed.
Udgivelsesdato 27-04-2025
Første udgivelsesår 2025
Serie Intelligent Systems Reference Library
Illustrationer 243 Illustrations, color; 26 Illustrations, black and white
Originalsprog Switzerland
Sideantal 327
Indbinding Hardback
Forlag Springer International Publishing AG
Sideoplysninger 327 pages, 243 Illustrations, color; 26 Illustrations, black and white
Mål 235 x 155
ISBN-13 / EAN-13 9783031775260