Essays about: "multiple time series"
Showing result 16 - 20 of 152 essays containing the words multiple time series.
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16. Modelling Risk in Real-Life Multi-Asset Portfolios
University essay from KTH/Matematik (Avd.)Abstract : We develop a risk factor model based on data from a large number of portfolios spanning multiple asset classes. The risk factors are selected based on economic theory through an analysis of the asset holdings, as well as statistical tests. READ MORE
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17. Building High-performing Web Rendering of Large Data Sets
University essay from Umeå universitet/Institutionen för fysikAbstract : Interactive visualization is an essential tool for data analysis. Cloud-based data analysis software must handle growing data sets without relying on powerful end-user hardware. This thesis explores and tests various methods to speed up primarily time series plots of large data sets on the web for the biotechnology research company Sartorius. READ MORE
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18. An Artificial Neural Network Approach to Algorithmic Trading
University essay from Lunds universitet/Matematisk statistikAbstract : The field of machine learning has advanced significantly in recent decades, and, at the same time, computational power has improved to the point where training large machine learning models, such as artificial neural networks, is now accessible. Consequently, there has been a rise in the use of these models within the financial sector, with some firms leveraging them to assist with investment decisions. READ MORE
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19. Predicting Chronic Kidney Disease using a multimodal Machine Learning approach
University essay from Stockholms universitet/Institutionen för data- och systemvetenskapAbstract : Chronic Kidney Disease (CKD) is a common and dangerous health condition that requires early detection and treatment to be effective. Current diagnostic methods are time-consuming and expensive. In this research, we hope to construct a predictive model for CKD utilizing a combination of time series and static variables for early detection of CKD. READ MORE
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20. Increasing process reconfigurability and quality in HMLV assembly lines using Industry 4.0 : A case study in the automotive industry
University essay from KTH/Skolan för industriell teknik och management (ITM)Abstract : The automotive industry is responsible for substantial emissions and is therefore transitioning to the new market of electromobility. With changing market conditions and uncertain demand, frequent product launches and customization are increasingly common. READ MORE