Essays about: "demand forecast"
Showing result 21 - 25 of 149 essays containing the words demand forecast.
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21. Evaluation of Machine Learning Methods for Time Series Forecasting on E-commerce Data
University essay from KTH/Matematisk statistikAbstract : Within demand forecasting, and specifically within the field of e-commerce, the provided data often contains erratic behaviours which are difficult to explain. This induces contradictions to the common assumptions within classical approaches for time series analysis. Yet, classical and naive approaches are still commonly used. READ MORE
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22. After-Market Spare Parts Forecasting at Sandvik Stationary Crushing & Screening
University essay from Lunds universitet/ProduktionsekonomiAbstract : Title: After-Market Spare Parts Forecasting at Sandvik Stationary Crushing & Screening. Authors: Arian Marofkhani and Artur Jusopov Supervisors: Professor Gudrun Kiesmüller, Lund University, Faculty of Engineering, Division of Production Management. Macarena Ribalta, Planning & Logistics Manager, Sandvik Stationary Crushing & Screening. READ MORE
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23. Explainability of Machine Learning in Forecasts for Retail Sales Campaigns
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Explainable artificial intelligence is a growing field which is becoming increasingly important as machine learning is more integrated in businesses and various functions in society. A rising concern is the lack of transparency in decision-making processes for a substantial number of machine learning models. READ MORE
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24. Risk Evaluation in a ML-Approximated Portfolio Environment
University essay from KTH/Matematik (Avd.)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
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25. The Future of Public Fast Charging : A forecasting of battery supported public fast charging based on a business model perspective
University essay from Linköpings universitet/Projekt, innovationer och entreprenörskapAbstract : With the ever-pressing threat of a climate crisis, the EU has decided to become the first climate-neutral continent by 2050. This in turn will require the road transportation sector to make a transition from fossil dependent to fossil-free vehicles. Sweden has the objective to become net positive in GHG emissions by 2045. READ MORE