Essays about: "Erik Swartling"

Found 1 essay containing the words Erik Swartling.

  1. 1. Anomaly Detection in Time Series Data using Unsupervised Machine Learning Methods: A Clustering-Based Approach

    University essay from KTH/Matematisk statistik

    Author : Peter Hanna; Erik Swartling; [2020]
    Keywords : Anomaly detection; unsupervised machine learning; high frequency sampled; time series; clustering; dimensionality reduction; DBSCAN; LOF; Anomaly detection; unsupervised machine learning; high frequency sampled; time series; clustering; dimensionality reduction; DBSCAN; LOF;

    Abstract : For many companies in the manufacturing industry, attempts to find damages in their products is a vital process, especially during the production phase. Since applying different machine learning techniques can further aid the process of damage identification, it becomes a popular choice among companies to make use of these methods to enhance the production process even further. READ MORE