Essays about: "outliers"

Showing result 1 - 5 of 98 essays containing the word outliers.

  1. 1. Anomaly Detection on Gas Turbine Time-series’ Data Using Deep LSTM-Autoencoder

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Marzieh Farahani; [2021]
    Keywords : ;

    Abstract : Anomaly detection with the aim of identifying outliers plays a very important role in various applications (e.g., online spam, manufacturing, finance etc.). READ MORE

  2. 2. Does Sweden Need More Robin Hood? : A Study Analysing the Effect of Sweden’s Economic Equalisation for Local Government on Regional Healthcare Quality

    University essay from Uppsala universitet/Statsvetenskapliga institutionen

    Author : Natasha Maycraft Kall; [2021]
    Keywords : Economic equalisation system; redistribution; municipalities; regions; healthcare quality;

    Abstract : This thesis researched whether or not Sweden’s Economic Equalisation for Local Government evens out differences in regions’ healthcare quality that are due to structural differences, such as differences in demographic and geography. To be able to analyse healthcare quality amongst Sweden’s regions six healthcare quality indicators were created. READ MORE

  3. 3. Scalable Architecture for Automating Machine Learning Model Monitoring

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

    Author : Javier de la Rúa Martínez; [2020]
    Keywords : Model Monitoring; Streaming; Scalability; Cloud-native; Data Drift; Outliers; Machine Learning; Modellövervakning; Streaming-metod; Skalbarhet; Molnbaserad; Dataskift; Outlierupptäckt; Maskininlärning;

    Abstract : Last years, due to the advent of more sophisticated tools for exploratory data analysis, data management, Machine Learning (ML) model training and model serving into production, the concept of MLOps has gained more popularity. As an effort to bring DevOps processes to the ML lifecycle, MLOps aims at more automation in the execution of diverse and repetitive tasks along the cycle and at smoother interoperability between teams and tools involved. READ MORE

  4. 4. Forecasting food waste: The case of a Swedish grocery company - A quantitative & exploratory study of how to forecast food waste for a Swedish retailer

    University essay from Handelshögskolan i Stockholm/Institutionen för marknadsföring och strategi

    Author : Joel Ridderstråle; William Lundström; [2020]
    Keywords : Foodwaste; Forecast; Retail; Retail Forecasting; Regression;

    Abstract : In the retail stage of a food supply chain, the occurrence of food waste is often caused by inaccurate forecasting of sales, which leads to incorrect ordering of products. Previous literature has suggested using more accurate demand forecasts on the sales data in order to combat the problem. READ MORE

  5. 5. To consume or not to consume?

    University essay from Lunds universitet/Statsvetenskapliga institutionen

    Author : Viktor Johansson Bytyqi; [2020]
    Keywords : Wellbeing; consumption; preferences; deliberative forums; degrowth; Law and Political Science;

    Abstract : This thesis seeks to investigate the connection between consumption and anticipated subjective wellbeing using the framework of Human Scale Development developed by Max Neef and colleagues (1991). The work intends to contribute to a wider discussion concerning the effects of a retracting economy on subjective wellbeing. READ MORE