Essays about: "support vector machine SVM"

Showing result 11 - 15 of 217 essays containing the words support vector machine SVM.

  1. 11. Blink detection in eye tracking

    University essay from KTH/Skolan för teknikvetenskap (SCI)

    Author : Sean Howat; [2023]
    Keywords : Eyetracking; Blink detection; SVM;

    Abstract : This report discusses the accuracy of blink detection in eye tracking, using machine learningalgorithms. Blink detection is used in a wide variety of medicinal and psychological applica-tions such as a controller for motor impaired individuals. Image classification has recentlybeen used in eye tracking and blink detection applications. READ MORE

  3. 12. Evaluation of machine learning models for classifying malicious URLs

    University essay from Högskolan i Gävle/Datavetenskap

    Author : Shayan Abad; Hassan Gholamy; [2023]
    Keywords : Machine learning; Cyber security; Classification; Malicious URL; Instance selection;

    Abstract : Millions of new websites are created daily, making it challenging to determine which ones are safe. Cybersecurity involves protecting companies and users from cyberattacks. Cybercriminals exploit various methods, including phishing attacks, to trick users into revealing sensitive information. READ MORE

  4. 13. Uncertainty Analysis : Severe Accident Scenario at a Nordic Nuclear Power Plant

    University essay from Högskolan Dalarna/Institutionen för information och teknik

    Author : Josefin Hedly; Mikaela De Young; [2023]
    Keywords : Nuclear power plant; microdata analysis; Random Forest; k-Nearest Neighbor; SVM;

    Abstract : Nuclear Power Plants (NPP) undergo fault and sensitivity analysis with scenario modelling to predict catastrophic events, specifically releases of Cesium 137 (Cs-137). The purpose of this thesis is to find which of 108 input-features from Modular Accident Analysis Program (MAAP)simulation code are important, when there is large release of Cs-137 emissions. READ MORE

  5. 14. Evaluation of Machine Learning Classifiers for Refractory Epilepsy Classification

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

    Author : Ann Abeysekera; Elina Tayebi; [2023]
    Keywords : ;

    Abstract : Epilepsy is a neurological disease, where up to 40% of patients, known as having refractory epilepsy, do not become seizure-free through antiepileptic drugs (AEDs). Epilepsy surgery has the highest possibility of treating patients with refractory epilepsy, however, many are never referred to surgical evaluation. READ MORE

  6. 15. Smartphone Sensor Data for Physical Activity Monitoring and Analysis

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

    Author : Ivy Liu; Sebastian Hinze; [2023]
    Keywords : ;

    Abstract : As awareness of health risks associated with a sedentary lifestyle is raised, the demands fortechnological tools to help track one’s physical activity levels grow as well. A technologicalconcept that could be used to aid in this issue is human activity recognition (HAR), whichmaps signal data to recognisable human activity. READ MORE