Advanced search

Found 1 essay matching the above criteria.

1. 1. Anomaly Detection in Streaming Data from a Sensor Network

   University essay from KTH/Matematisk statistik

   Author : Egill Vignisson; [2019]
   Keywords : Anomaly Detection; Sequential Data; Semi-supervised Learning; Recurrent Neural Network; Applied Mathematics; Anomalidetektion; sekventiell data; halv-övervakad maskininlärning; återkommande neuralt nätverk; tillämpad matematik.;

   Abstract : In this thesis, the use of unsupervised and semi-supervised machine learning techniques was analyzed as potential tools for anomaly detection in the sensor network that the electrical system in a Scania truck is comprised of. The experimentation was designed to analyse the need for both point and contextual anomaly detection in this setting. READ MORE