Essays about: "time series data."

Showing result 16 - 20 of 1236 essays containing the words time series data..

  1. 16. Neural Network-based Anomaly Detection Models and Interpretability Methods for Multivariate Time Series Data

    University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

    Author : Deepthy Prasad; Swathi Hampapura Sripada; [2023]
    Keywords : multivariate - time series; anomaly detection; neural networks; autoencoders; interpretability; counterfactuals;

    Abstract : Anomaly detection plays a crucial role in various domains, such as transportation, cybersecurity, and industrial monitoring, where the timely identification of unusual patterns or outliers is of utmost importance. Traditional statistical techniques have limitations in handling complex and highdimensional data, which motivates the use of deep learning approaches. READ MORE

  3. 17. Enabling Hybrid Real Time and Retrospectively Gated Imaging in a Numerical Phantom

    University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

    Author : Sara Mineur; [2023]
    Keywords : Cardiovascular Magnetic resonance Imaging CMR ; Sector Wise Golden-Angle SWIG ;

    Abstract : Sector-Wise Golden Angle (SWIG) is a novel approach that was developed to address the limitations associated with Golden Angle radial imaging, commonly used for high temporal resolution flow measurements. Golden angle radial imaging is a time-efficient method that effectively reduces motion sensitivity. READ MORE

  4. 18. Big Data and Analytics with Driving  Data : Implementation and Analysis of Data Pipeline and Data Processing Resources

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Ivar Blohm; Erik Jarvis; [2023]
    Keywords : ;

    Abstract : This thesis project was conducted in cooperation with Zenseact for the purpose of investigating the possible usage of Google BigQuery and its capabilities to store and provide insights of large time-series data. An end-to-end data pipeline was built to facilitate the movement of data from Zenseact's local servers and ingestion into BigQuery. READ MORE

  5. 19. Forecasting With Feature-Based Time Series Clustering

    University essay from Jönköping University/Tekniska Högskolan

    Author : Conrad Tingström; Johan Åkerblom Svensson; [2023]
    Keywords : demand forecasting; time series prediction; time series clustering;

    Abstract : Time series prediction plays a pivotal role in various areas, including for example finance, weather forecasting, and traffic analysis. In this study, time series of historical sales data from a packaging manufacturer is used to investigate the effects that clustering such data has on forecasting performance. READ MORE

  6. 20. How does Monetary Policy Affect the Inflation Rate? A Study of the Riksbank's Monetary Policy from 2000-2019

    University essay from Lunds universitet/Nationalekonomiska institutionen

    Author : Linnea Svensson Rotberg; [2023]
    Keywords : Inflation; Unconventional Monetary Policy; Monetary policy; Time Series Data; Business and Economics;

    Abstract : This thesis examines how the Riksbank’s monetary policy has affected the Swedish CPI inflation rate from 2000 to 2019. This thesis aims to determine if monetary policy is effective at controlling inflation. There is an emphasis on exploring the differences between conventional and unconventional monetary policy. READ MORE