Essays about: "David Dimovski"

Found 2 essays containing the words David Dimovski.

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

   University essay from Högskolan i Halmstad/Akademin för informationsteknologi

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

   Abstract : 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. READ MORE

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

   University essay from Högskolan i Halmstad/Akademin för informationsteknologi

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

   Abstract : 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 Some of the machines at the factory are older with outdated control systems and require a way to log data in real-time. READ MORE