Essays about: "RBF"

Showing result 6 - 10 of 35 essays containing the word RBF.

  1. 6. The effect of the hyperparameters of an RBF SVM on classifying pneumonia

    University essay from KTH/Datavetenskap

    Author : Rikaz Nismi; Alfred Hoflin; [2022]
    Keywords : ;

    Abstract : Pneumonia is a deadly disease if gone untreated. In order to treat it, first it has to be discovered, which can be done by examining patterns of chest X-ray images. This process can be done by human experts but there is also a desire to make it more efficient by utilizing machine learning. READ MORE

  3. 7. Lid driven cavity flow using stencil-based numerical methods

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Hannes Juujärvi; Isak Kinnunen; [2022]
    Keywords : Finite differences; incompressible Navier-Stokes equations; lid driven cavity flow; benchmark problem; RBF-FD-LS; FDM; accuracy; computational cost; stream function-vorticity formulation;

    Abstract : In this report the regular finite differences method (FDM) and a least-squares radial basis function-generated finite differences method (RBF-FD-LS) is used to solve the two-dimensional incompressible Navier-Stokes equations for the lid driven cavity problem. The Navier-Stokes equations is solved using stream function-vorticity formulation. READ MORE

  4. 8. The Role of Data in Projected Quantum Kernels: The Higgs Boson Discrimination

    University essay from KTH/Fysik

    Author : Francesco Di Marcantonio; [2022]
    Keywords : Quantum Machine Learning; Quantum Support Vector Machine; Projected Quantum Kernel; Higgs Boson; Supervised Learning; Kernel Method; Quantum Machine Learning; Quantum Support Vector Machine; Projected Quantum Kernel; Higgs Boson; Supervised Learning; Kernel Method;

    Abstract : The development of quantum machine learning is bridging the way to fault tolerant quantum computation by providing algorithms running on the current noisy intermediate scale quantum devices.However, it is difficult to find use-cases where quantum computers exceed their classical counterpart. READ MORE

  5. 9. Blackhole Attack Detection in Low-Power IoT Mesh Networks Using Machine Learning Algorithms

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Hossein Keipour; [2022]
    Keywords : IoT; 6LoWPAN; RPL; Intrusion Detection System; Machine Learning;

    Abstract : Low-Power Lossy Networks (LLNs) are a type of Internet of Things (IoT) meshnetwork that collaboratively interact and perform various tasks autonomously. TheRouting Protocol for Low-power and Lossy Network (RPL) is the most used rout-ing protocol for LLNs. READ MORE

  6. 10. Managing Uncertainty: Results Based Frameworks During The Covid-19 Pandemic

    University essay from Lunds universitet/Statsvetenskapliga institutionen

    Author : Emma Berglund; [2021]
    Keywords : Results Based Frameworks; Covid-19; Development Cooperation; Civil Society Organizations; Sweden; RBM; RBF; CSO; Sida; Law and Political Science;

    Abstract : This qualitative case study aims to explore how the unprecedented impact of the Covid-19 pandemic has affected the capacity and operation of Swedish development organizations within the civil society and to what extent current results-based frameworks (RBF’s) and systems have been suitable to adhere to these changes and challenges. Eight semi-structured interviews with CSO representatives have ben conducted during early spring, 2021. READ MORE