Essays about: "John Svanberg"
Found 2 essays containing the words John Svanberg.
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1. Anomaly detection for non-recurring traffic congestions using Long short-term memory networks (LSTMs)
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : In this master thesis, we implement a two-step anomaly detection mechanism for non-recurrent traffic congestions with data collected from public transport buses in Stockholm. We investigate the use of machine learning to model time series data with LSTMs and evaluate the results with a baseline prediction model. READ MORE
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2. A comparative study of the conventional item-based collaborative filtering and the Slope One algorithms for recommender systems
University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)Abstract : Recommender systems are an important research topic in todays society as the amount of data increases across the globe. In order for commercial systems to give their users good and personalized recommendations on what data may be of interest to them in an effective manner, such a system must be able to give recommendations quickly and scale well as data increases. READ MORE