Essays about: "thesis in predictability"

Showing result 21 - 25 of 126 essays containing the words thesis in predictability.

  1. 21. Forecasting Efficiency in Cryptocurrency Markets : A machine learning case study

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

    Author : Erik Persson; [2022]
    Keywords : Cryptocurrencies; Financial time-series; Multi step-ahead forecasting; Machine Learning; Feature selection; Kryptovalutor; Finansiella tidsserier; Flerstegsprognoser; Maskininlärning; variabelselektion;

    Abstract : Financial time-series are not uncommon to research in an academic context. This is possibly not only due to its challenging nature with high levels of noise and non-stationary data, but because of the endless possibilities of features and problem formulations it creates. READ MORE

  3. 22. Diagnostics Framework for Time-Critical Control Systems in Cloud-Fog Automation

    University essay from Mälardalens universitet/Inbyggda system

    Author : Johannes Deivard; Valentin Johansson; [2022]
    Keywords : Cloud-fog automation; distributed control systems; network diagnostics; process diagnostics; process mining; Industrial Internet of Things; Industry 4.0; network probing; wireless telecommunication; 5G; WiFi 6; eBPF;

    Abstract : Evolving technology in wireless telecommunication, such as 5G, provides opportunities to utilize wireless communication more in an industrial setting where reliability and predictability are of great concern. More capable Industrial Internet of Things devices (IIoT) are, indeed, a catalyst for Industry 4.0. READ MORE

  4. 23. Volatility forecasting of green and non-green cryptocurrencies. Is there a difference? : A quantitative study evaluating GARCH-models forecast accuracy

    University essay from Umeå universitet/Nationalekonomi

    Author : Agnes Lantto; [2022]
    Keywords : ;

    Abstract : Cryptocurrencies are rapidly growing. The energy consumption required to be mined is huge but differs between mining processes. This thesis proposes a definition of green and non-green cryptocurrencies depending on the mining process. Green cryptocurrencies are mined through Proof of Stake and non-green are mined trough Proof of Work. READ MORE

  5. 24. Risk Evaluation in a ML-Approximated Portfolio Environment

    University essay from KTH/Matematik (Avd.)

    Author : Filip Franzén; Karl Axel Nord; [2022]
    Keywords : Financial risk management; forecasting; machine learning; FMCG; Finansiell riskhantering; prognostisering; maskininlärning; konsumtionsvaror;

    Abstract : This thesis explores and evaluates the forecasting application of the machine learning method Gradient Boosting Decision Trees. This method is used to forecast the demand of the online grocery market with a 7-day time horizon. The thesis was conducted in collaboration with the online grocery company Mathem. READ MORE

  6. 25. Material Characterization and Blade Impact Simulation

    University essay from Luleå tekniska universitet/Institutionen för teknikvetenskap och matematik

    Author : Gustaf Bodare; [2022]
    Keywords : Strain rate dependency; Split-Hopkinson pressure bar; Digital image correlation; LS-DYNA; FEM; SPG;

    Abstract : Blades used on brushcutters and lawn mowers are subjected to a wide variety of working conditions. Besides continuous loads from cutting grass, the blades are also subjected to accidental impacts of branches, stones and structures. READ MORE