Sökning: "Joel Klint"

Hittade 1 uppsats innehållade orden Joel Klint.

1. 1. Predicting Loss of Communication Between Radio Enabled Devices Using Deep Recurrent Neural Networks

   Uppsats för yrkesexamina på avancerad nivå, Lunds universitet/Institutionen för elektro- och informationsteknik

   Författare :Oscar Rydh; Joel Klint; [2019]
   Nyckelord :Recurrent Neural Networks; Long Short-Term Memory; Predictive Maintenance; Imbalanced Data; Pre-processing; Technology and Engineering;

   Sammanfattning : This thesis investigates the effectiveness of applying recurrent neural networks (RNN) to detect communication errors between radio devices, also known as supervision violations, on imbalanced data. The task is to classify whether a supervision violation is to occur within seven days. LÄS MER