Sökning: "non-linear analysis"

Visar resultat 11 - 15 av 275 uppsatser innehållade orden non-linear analysis.

  1. 11. Data Driven Model Identification for Remote Electrical Tilt Systems

    Master-uppsats, Uppsala universitet/Institutionen för informationsteknologi

    Författare :Raphaël Ashruf; [2023]
    Nyckelord :;

    Sammanfattning : This thesis explores the use of supervised machine learning for modelling the dynamics of Remote Electrical Tilt (RET) telecom systems. Three methodologies, including linear regressionfor linear dynamics models, Gaussian Process (GP) regression, and Recurrent Neural Networks (RNN) with Gated Recurrent Units (GRU) are proposed. LÄS MER

  3. 12. USING ARTIFICIAL NETWORKS IN COMPLEX PROBLEMS ANALYSING PARAMETERS INFLUENCE

    Kandidat-uppsats, Mälardalens universitet/Akademin för innovation, design och teknik

    Författare :Shukri Birol Mehmed; [2023]
    Nyckelord :Artificial Intelligence AI ; Neural Networks; MLP; Complex Problem; Parameter; Analysis; Football;

    Sammanfattning : Mathematical statistical models are insufficient for describing complex phenomena. In contrast, Artificial Neural Networks (ANNs), have been used across various complex problem domains for solving problems. ANNs can learn complex patterns and capture non-linear relationships between parameters. LÄS MER

  4. 13. Cosmic Dust Detection by the Solar Orbiter Using Machine Learning

    Kandidat-uppsats, Uppsala universitet/Institutet för rymdfysik, Uppsalaavdelningen

    Författare :Joar Lönngren; Ludwig Tiston; [2023]
    Nyckelord :Machine Learning; Neural Network; Cosmic Dust; Solar Orbiter; Space Physics; Space Dust;

    Sammanfattning : This project aims to investigate neural network systems as an effective tool for the in-space captured dust impact signal detection. Cosmic dust is the nanometre to micrometre fine-sized particles that exist in the interplanetary region. They originate from comets, asteroids, the planets and their moons and rings, or even the interstellar region. LÄS MER

  5. 14. Designing Applicant Tracking Systems : A user-centered approach to improving recruiter efficiency

    Uppsats för yrkesexamina på avancerad nivå, Umeå universitet/Institutionen för tillämpad fysik och elektronik

    Författare :Sandra Rannanpää; [2023]
    Nyckelord :user-centered design; information architecture; recruitment; applicant tracking system; användarcentrerad design; informationsarkitektur; rekrytering; rekryteringssystem;

    Sammanfattning : Applicant Tracking Systems (ATS) help the recruiter keep track of all candidates and applications for a job. However, there is a large amount of information regarding candidates and their applications. Therefore, the interface that displays a candidate profile needs to be designed to help the recruiter manage all candidates in an efficient way. LÄS MER

  7. 15. Extramural English and its Impact on Swedish Learners’ Written Proficiency : An Analysis of Complexity, Accuracy and Fluency in Lower Secondary School Writing

    Magister-uppsats, Högskolan Dalarna/Institutionen för språk, litteratur och lärande

    Författare :Christiane Kluender; [2023]
    Nyckelord : SLA ; extramural English; written proficiency; complexity accuracy; fluency;

    Sammanfattning : English holds a significant status as a lingua franca in Sweden, offering regular contact opportunities for learners through media consumption and entertainment, starting at a young age. Exposure to English outside the walls of the formal language classroom has been extensively studied especially in conjunction with students’ motivation, vocabulary acquisition, and oral proficiency (cf. LÄS MER