Sökning: "algorithm configuration"

Visar resultat 21 - 25 av 136 uppsatser innehållade orden algorithm configuration.

  1. 21. Facial Emotion Recognition by Hyper-Parameter tuning of Convolutional Neural Network using Genetic Algorithm

    Master-uppsats, Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Författare :Satyachandra Saurabh Bellamkonda; [2021]
    Nyckelord :;

    Sammanfattning : Context: Importance of facial emotion recognition is increasing significantly as it's applications play a key role in several sectors and fields. Deep learning techniques in machine learning provide good performance in facial recognition tasks, Where as deep neural networks like convolutional neural networks are most widely used for image recognition and classification tasks. LÄS MER

  3. 22. The configuration model for multi-layer networksformation

    Master-uppsats, Uppsala universitet/Institutionen för informationsteknologi

    Författare :Katarzyna Kowalczyk; [2021]
    Nyckelord :;

    Sammanfattning : Generating synthetic network data is a significant part of network analysis. One of the main challenges in generating synthetic networks is to preserve features observed inreality. For a long time, our social connections were mostly simulated by graphs, imitating some features, e.g. LÄS MER

  4. 23. Investigation of a Collapsed Cone Superposition Algorithm for dosimetry in brachytherapy

    Master-uppsats, Stockholms universitet/Fysikum

    Författare :Freja Alpsten; [2021]
    Nyckelord :Brachytherapy; Collapsed Cone; Model-Based Dose Calculation Algorithms; Radiotherapy;

    Sammanfattning : Background & Purpose: The current standard dosimetry in brachytherapy treatment planning, the TG-43 formalism, ignore the presence of non-water media and finite patient dimensions. This can cause clinically relevant errors in dose estimates. LÄS MER

  5. 24. Cross-layer optimization for visual-inertial localization on resource-constrained devices

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Sandra Hernandez Herrero; [2021]
    Nyckelord :;

    Sammanfattning : Mobile devices are increasingly expected to support high-performance cyber- physical applications in resource-constrained devices, such as drones and rovers. However, the gap between hardware limitations of these devices and application requirements is still prohibitive – conflicting goals such as robust, accurate, and efficient execution must be managed carefully to achieve acceptable operation. LÄS MER

  7. 25. Performance Analysis of Distributed Spatial Interpolation for Air Quality Data

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Albert Asratyan; [2021]
    Nyckelord :Distributed Computing; Parallel Execution; Data Interpolation; Kriging; Apache Ray; Geostatistics; Python; Cloud Services; AWS; Air Quality; Distribuerad Databehandling; Parallell Körning; Datainterpolation; Kriging; Apache Ray; Geostatistik; Python; Molntjänster; AWS; Luftkvalitet;

    Sammanfattning : Deteriorating air quality is a growing concern that has been linked to many health- related issues. Its monitoring is a good first step to understanding the problem. However, it is not always possible to collect air quality data from every location. LÄS MER