Essays about: "Seasonality"

Showing result 11 - 15 of 143 essays containing the word Seasonality.

  1. 11. Time Series Analysis and Binary Classification in a Car-Sharing Service : Application of data-driven methods for analysing trends, seasonality, residuals and prediction of user demand

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

    Author : Aksel Uhr; [2023]
    Keywords : Smart mobility; Car-sharing; Time series analysis; Demand prediction; Machine learning; Supervised learning; Binary classification; Random forest; Smart mobilitet; Bildelning; Tidsseriaanalys; Efterfrågansprediktering; Maskininlärning; Väglett lärande; Binär klassificering; Slumpmässiga skogar;

    Abstract : Researchers have estimated a 20-percentage point increase in the world’s population residing in urban areas between 2011 and 2050. The increase in denser cities results in opportunities and challenges. Two of the challenges concern sustainability and mobility. READ MORE

  3. 12. LSTM-based Directional Stock Price Forecasting for Intraday Quantitative Trading

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

    Author : Isabella Mustén Ross; [2023]
    Keywords : Deep Learning; Long-Short-Term-Memory LSTM ; ARIMA; Financial Time Series Forecasting; Algorithmic Trading; Intraday Trading; Stock Prediction; Djupinlärning; LSTM; ARIMA; finansiella tidsserier; algoritmisk aktiehandel; intradagshandel; aktieprediktion;

    Abstract : Deep learning techniques have exhibited remarkable capabilities in capturing nonlinear patterns and dependencies in time series data. Therefore, this study investigates the application of the Long-Short-Term-Memory (LSTM) algorithm for stock price prediction in intraday quantitative trading using Swedish stocks in the OMXS30 index from February 28, 2013, to March 1, 2023. READ MORE

  4. 13. Sense The Marsh

    University essay from KTH/Arkitektur

    Author : Thelma Dethlefsen; [2022]
    Keywords : Flooding; catalyst; revitalisation; re-use; seasonality; learning environment; non-human actors;

    Abstract : How can flooding and circular principles in architecture become catalysts for rural revitalisation and resilience? A project that engages with the interaction between humans, nature and non-human actors. Exploring how landscape, architecture and ecology can become providers of catalytic strategies that can embrace uncertainty, multifunctionality and change over time. READ MORE

  5. 14. Daylight qualities in student dorms in Sweden: computer simulations and subjective impressions.

    University essay from KTH/Ljusdesign

    Author : Mathilde Jesiek; [2022]
    Keywords : Student housing; Visual perception; Daylight simulations; Useful Daylight Illuminance UDI ; Scandinavia;

    Abstract : Humans are less exposed to natural light during the day and less to darkness at night. Good daylighting provides visual comfort for performing tasks but also influences non-visual comfort. According to various studies, good daylight conditions can influence human physiology and behaviour, like sleep, alertness, mood and cognitive functions. READ MORE

  6. 15. Forecasting Inventory Quantities : Time Series Models for Visualizing Fluctuations within Outbound Logistics

    University essay from Umeå universitet/Institutionen för matematik och matematisk statistik

    Author : Johan Lagerström; Lisa Sundström; [2022]
    Keywords : Outbound Logistics; Forecasting; Fluctuations; Time Series Analysis; Inventory space; 3PL;

    Abstract : Forecasting demand is one of the processes which greatly influences the decision making within a company, and it is also one of the greatest sources of uncertainty. Inaccurate forecasts force companies to find ways to compensate for the uncertainty, often by building inventories. READ MORE