Essays about: "Simon Jäger"

Found 2 essays containing the words Simon Jäger.

1. 1. On the impact of geospatial features in real estate appraisal with interpretable algorithms

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

   Author : Simon Jäger; [2021]
   Keywords : Geospatial Features; Interpretable Artificial Intelligence; Feature Importance; Real Estate Appraisal; Geospatiala Variabler; Tolkningsbar Artificiell Intelligens; Variabelbetydelse; Fastighetsvärdering;

   Abstract : Real estate appraisal is the means of defining the market value of land and property affixed to it. Many different features determine the market value of a property. For example, the distance to the nearest park or the travel time to the central business district may be significant when determining its market value. READ MORE

3. 2. An evaluation of image preprocessing for classification of Malaria parasitization using convolutional neural networks

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

   Author : Erik Engelhardt; Simon Jäger; [2019]
   Keywords : Deep Learning; Convolutional Neural Network; Malaria; Image Recognition; Preprocessing; Computer Aided Diagnosis; Grayscale; Normalization; Histogram Equalization; CLAHE.; Deep Learning; Convolutional Neural Network; Malaria; Image Recognition; Preprocessing; Computer Aided Diagnosis; Grayscale; Normalization; Histogram Equalization; CLAHE.;

   Abstract : In this study, the impact of multiple image preprocessing methods on Convolutional Neural Networks (CNN) was studied. Metrics such as accuracy, precision, recall and F1-score (Hossin et al. 2011) were evaluated. Specifically, this study is geared towards malaria classification using the data set made available by the U. READ MORE