Essays about: "Thomas Eriksson"

Showing result 1 - 5 of 7 essays containing the words Thomas Eriksson.

  1. 1. Exploring Feature Selection Techniques for Machine Learning-based Melanoma Skin Cancer Classification

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

    Author : Thomas Eriksson Mueller; Viktor Fornstad; [2023]
    Keywords : Machine Learning; Feature Selection; Melanoma; Computer Aided Diagnosis; Bachelor Thesis; Maskininlärning; Attributurval; Melanom; Datorstödd Diagnostik; Kandidatarbete;

    Abstract : One of the most globally common types of cancer is skin cancer, where melanoma is the most deadly form. An important and promising tool for diagnosing diseases such as skin cancer is computer aided diagnostics, a tool which utilizes machine learning to predict and classify cancer. READ MORE

  3. 2. Autoencoder outlier detection during the Covid-19 vaccination campaign

    University essay from Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisation; Lunds universitet/Institutionen för astronomi och teoretisk fysik - Genomgår omorganisation

    Author : Thomas Eriksson; [2022]
    Keywords : Vaccine side effects; Covid-19; Outlier detection in high-dimensional data; Deep learning; Machine learning; AI; Autoencoder; Healthcare registers.; Physics and Astronomy; Medicine and Health Sciences;

    Abstract : Outlier detection in high-dimensional data is a complex task, useful in many fields. One major application is in healthcare, where the high-dimensional healthcare registers can be used to detect patterns related to the medical behaviour and state of the population. READ MORE

  4. 3. Occlusion method to obtain saliency maps for CNN

    University essay from Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisation

    Author : Thomas Eriksson; [2020]
    Keywords : Saliency map; explanatory model; process focussed XAI; MNIST; image classifying CNN.; Physics and Astronomy;

    Abstract : This Bachelor project will study convolutional neural networks created for image classification. Furthermore, it will specifically use an explanatory model for how the network decided a certain classification output. This is to increase the interpretability of the network. READ MORE

  5. 4. Developing a selection of credit scoring models based on customer data

    University essay from KTH/Matematisk statistik

    Author : Thomas Eriksson; Tomas Petkov; [2019]
    Keywords : ;

    Abstract : Consumer credits are becoming increasingly popular and widespread in Sweden, with many actors trying to establish themselves on the market. In this thesis, we develop a selection of quantitative models for credit scoring, based on logistic regression and decision trees. READ MORE

  6. 5. Improving GPS Position Accuracy Using Particle Filtering

    University essay from KTH/Skolan för elektro- och systemteknik (EES)

    Author : Love Eriksson; Thomas Pettersson; [2015]
    Keywords : ;

    Abstract : .... READ MORE