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Found 2 essays matching the above criteria.

  1. 1. Annotating Introductions in the Swedish Parliament Using Machine Learning

    University essay from Uppsala universitet/Statistiska institutionen

    Author : Jesper Mortensen Blomquist; [2022]
    Keywords : Natural Language Processing; BERT; Transformer; Active Learning; Neural Network; Riksdagen; Machine Learning; Classification; Next-sentence-prediction;

    Abstract : .... READ MORE

  3. 2. Forecasting the OMXS30 - a comparison between ARIMA and LSTM

    University essay from Uppsala universitet/Statistiska institutionen

    Author : David Andréasson; Jesper Mortensen Blomquist; [2020]
    Keywords : machine learning; deep learning; neural networks; RNN; time series; stock market; index;

    Abstract : Machine learning is a rapidly growing field with more and more applications being proposed every year, including but not limited to the financial sector. In this thesis, historical adjusted closing prices from the OMXS30 index are used to forecast the corresponding future values using two different approaches; one using an ARIMA model and the other using an LSTM neural network. READ MORE