Recent advances in time-series classification—methodology and applications
Auteur :
Gellér, Zoltán / Kurbalija, Vladimir / Radovanović, Miloš / Ivanović, Mirjana
Éditeur :
Springer International Publishing AG
ISBN :
9783031775260
Date de publication :
27 avr. 2025
Dimensions :
23,5 x 15,5 cm
Langue :
Anglais
Pays d'origine :
Suisse
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.