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An exhaustive comparison of distance measures in the classification of time series with 1NN method

Tomasz Górecki, Maciej Łuczak, Paweł Piasecki

2024Journal of Computational Science16 citationsDOI

Topics & Concepts

Dynamic time warpingComputer scienceDistance measuresClassifier (UML)Series (stratigraphy)Time seriesk-nearest neighbors algorithmNearest neighbor searchData miningPattern recognition (psychology)Artificial intelligenceEuclidean distanceMachine learningPaleontologyBiologyTime Series Analysis and ForecastingMusic and Audio ProcessingAnomaly Detection Techniques and Applications
An exhaustive comparison of distance measures in the classification of time series with 1NN method | Litcius