Sökning: "multivariate time series clasification"

Hittade 1 uppsats innehållade orden multivariate time series clasification.

  1. 1. AUGMENTATION AND CLASSIFICATION OF TIME SERIES FOR FINDING ACL INJURIES

    Kandidat-uppsats, Umeå universitet/Institutionen för datavetenskap

    Författare :Marie-Louise Johansson; [2022]
    Nyckelord :computer science; machine learning; motion analysis; reconstructed ACL; anterior cruciate ligament; time series forest; dynamic time wapring; ACL; multivariate time series clasification; MTSC; time series classification; TSC; euclidean barycentric average; euclidean barycentric averaging; autmentation of time series; augmentation of multivariate time series; data augmentation; augmentation;

    Sammanfattning : This thesis addresses the problem where we want to apply machine learning over a small data set of multivariate time series. A challenge when classifying data is when the data set is small and overfitting is at risk. Augmentation of small data sets might avoid overfitting. LÄS MER