Sökning: "David Dimovski"

Hittade 2 uppsatser innehållade orden David Dimovski.

1. 1. SAX meets Word2vec : A new paradigm in the time series forecasting

   Uppsats för yrkesexamina på avancerad nivå, Högskolan i Halmstad/Akademin för informationsteknologi

   Författare :Erik Janerdal; David Dimovski; [2023]
   Nyckelord :Contextual Time Series; Forecasting; ARIMA; SARIMA; Word2vec; SAX;

   Sammanfattning : The purpose of this thesis was to investigate whether some successful ideas in NLP, such as word2vec, are applicable to time series prob- lems or not. More specifically, we are interested to assess a combina- tion of previously proven methods such as SAX and Word2vec. LÄS MER

3. 2. Validation of a real-time automated production-monitoring system

   Kandidat-uppsats, Högskolan i Halmstad/Akademin för informationsteknologi

   Författare :David Dimovski; Johan Hammargren Andersson; [2021]
   Nyckelord :Object detection; Real-time; Industry 4.0; Production Monitoring;

   Sammanfattning : In today’s industry, companies are, to an increasing degree, beginning to embrace the concept of industry 4.0. One of these companies is Diab which has a factory located in Laholm where they manufacture composite material. Some of the machines at the factory are older with outdated control systems and require a way to log data in real-time. LÄS MER