Essays about: "thesis on selection"

Showing result 1 - 5 of 921 essays containing the words thesis on selection.

  1. 1. Modelling default probabilities: The classical vs. machine learning approach

    University essay from KTH/Matematisk statistik; KTH/Matematisk statistik

    Author : Filip Janovic; Paul Singh; [2020]
    Keywords : Machine learning; gradient boosting; pd-modelling; CatBoost; Random Forest; Logistic Regression; Maskininlärning; gradient boosting; fallissemangmodellering; CatBoost; Random Forest; Logistisk Regression;

    Abstract : Fintech companies that offer Buy Now, Pay Later products are heavily dependent on accurate default probability models. This is since the fintech companies bear the risk of customers not fulfilling their obligations. READ MORE

  2. 2. Machine Learning Technique for Beam Management in 5G NR RAN at mmWave Frequencies

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Joel Bill; Gustav Fahlén; [2020]
    Keywords : Machine Learning; Reinforcement Learning; Beam Management; Beam Tracking; mmWaves; Technology and Engineering;

    Abstract : Ericsson has an interest in investigating if the fast-growing concept known as machine learning can be applied to beam management, in a 5G NR environment using mmWave frequencies. Because of the high path-loss at mmWave frequencies and high throughput demands of 5G NR systems it is crucial to the UE to always stay connected to the most suitable beam, to provide highest possible throughput. READ MORE

  3. 3. Colour Image Search for Graphical Design Inspiration

    University essay from Linköpings universitet/Interaktiva och kognitiva system

    Author : Henrietta Rydfalk; [2020]
    Keywords : Image search; image analysis; graphic design; search algorithm; colour harmony; colour map;

    Abstract : This thesis project aims to develop a search algorithm which uses the colour information in uncompleted graphical work to find inspirational images that utilizes similar colour schemes. The dominant colours are separated from the image, and those are used to find other images with similar palettes in a database. READ MORE

  4. 4. Impact of Video Compression on the Performance of Object Detection Algorithms in Automotive Applications

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

    Author : Kristian Kajak; [2020]
    Keywords : ;

    Abstract : The aim of this study is to generally expose the impact of using video compression methods on the performance accuracy of a neural network-based pedestrian detection system. Moreover, the emphasis is on investigating the consequences of using both compressed training and testing images with such neural network applications. READ MORE

  5. 5. The verification and validation of a probabilistic risk analysis method for road tunnels

    University essay from Lunds universitet/Avdelningen för Brandteknik

    Author : Kim Genberg; Karin Sandin; [2020]
    Keywords : Tunnels; fire; evacuation; probabilistic risk analysis; QRA; verification and validation; Technology and Engineering;

    Abstract : In this thesis, a new probabilistic risk assessment tool for road tunnels has been verified and validated. The verification and validation were performed along with a literature review to find different key variables that affect the risk in a road tunnel and find out how these variables can be handled. READ MORE