Essays about: "undersökande dataanalys"

Found 2 essays containing the words undersökande dataanalys.

  1. 1. Long Term Forecasting of Industrial Electricity Consumption Data With GRU, LSTM and Multiple Linear Regression

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

    Author : Roxana Buzatoiu; [2020]
    Keywords : Time Series Analysis; Recurrent Neural Networks; long-term Forecasting; Exploratory Data Analysis; Multiple Linear Regression; ACF; PACF; Energy Sector; Tidsserieanalys; återkommande neurala nätverk; långtidsprognoser; undersökande dataanalys; multipel linjär regression; ACF; PACF; energisektor;

    Abstract : Accurate long-term energy consumption forecasting of industrial entities is of interest to distribution companies as it can potentially help reduce their churn and offer support in decision making when hedging. This thesis work presents different methods to forecast the energy consumption for industrial entities over a long time prediction horizon of 1 year. READ MORE

  3. 2. Predicting Default Probability in Credit Risk using Machine Learning Algorithms

    University essay from KTH/Matematisk statistik

    Author : Sarah Kornfeld; [2020]
    Keywords : Credit risk; default probability; machine learning; logsitic regression; basel framework; Kreditrisk; fallissemangssannolikhet; maskininlärning; logistisk regression; baselregelverk;

    Abstract : This thesis has explored the field of internally developed models for measuring the probability of default (PD) in credit risk. As regulators put restrictions on modelling practices and inhibit the advance of risk measurement, the fields of data science and machine learning are advancing. READ MORE