Essays about: "master thesis on statistics"

Showing result 21 - 25 of 125 essays containing the words master thesis on statistics.

  1. 21. Time Series Active Learning using Automated Feature Extraction

    University essay from Lunds universitet/Matematisk statistik

    Author : William Lindskog; [2021]
    Keywords : Machine Learning; Active Learning; Time Series; Artificial Intelligence; Feature Extraction; Predictive Maintenance; Mathematics and Statistics;

    Abstract : Time series classification is a prevalent problem for sensor data in an industrial setting. The ability to classify time series correctly allows for predictive maintenance which is the process of optimally maintaining assets and ensuring minimal ”down-time” of machines or processes. READ MORE

  3. 22. Index prediction on the Swedish stock market using natural language processing methods on Swedish news

    University essay from Lunds universitet/Matematisk statistik

    Author : Erik Ris; Axel Sjöberg; [2021]
    Keywords : Stock market prediction; Index prediction; Sentiment analysis; Topic modelling; LDA; Swedish newspaper data; NLP; Machine Learning; RNN; Mathematics and Statistics;

    Abstract : This master thesis explores if topic modelling and sentiment analysis on Swedish financial newspaper data can be used to predict the direction of the Swedish stock market. A pipeline was set up where full length articles as well as article summaries were fed into a topic model and a sentiment analysis model. READ MORE

  4. 23. Sum-Product Network in the context of missing data

    University essay from KTH/Matematisk statistik

    Author : Pierre Clavier; [2020]
    Keywords : Statistics; Mixture model; Probabilistic Graphical Models; Statistik; Probabilistiska grafiska modeller;

    Abstract : In recent years, the interest in new Deep Learning methods has increased considerably due to their robustness and applications in many fields. However, the lack of interpretability of these models and the lack of theoretical knowledge about them raises many issues. It is in this context that sum product network models have emerged. READ MORE

  5. 24. Privacy in Smart Parking

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Kristina Batistic; [2020]
    Keywords : ;

    Abstract : The master thesis project will analyze the smart parking solution used in Frederiksberg municipality, focusing on privacy aspects in different data use cases. The current use case will be analyzed with the focus on its privacy aspects. READ MORE

  6. 25. Using deep learning to remove computed tomography artifacts due to hip replacement

    University essay from Lunds universitet/Matematik LTH

    Author : Adelina Zahirovic; [2020]
    Keywords : Image analysis; Mathematics and Statistics;

    Abstract : Computed Tomography (CT) is the most common diagnostic method for cancer and prostate cancer is the most common cancer among men in Sweden. Some of the patients that get scanned have hip replacements that cause artifacts in CT scans that make the CT images unreadable for physicians. READ MORE