Sökning: "Hybrid Learning"

Visar resultat 1 - 5 av 176 uppsatser innehållade orden Hybrid Learning.

  1. 1. Predicting Navigational Patterns in Web Applications using Machine Learning Techniques

    Uppsats för yrkesexamina på avancerad nivå, Lunds universitet/Institutionen för reglerteknik

    Författare :Patric Balan; Gustav Jönemo; [2024]
    Nyckelord :Technology and Engineering;

    Sammanfattning : In large corporations, customer support is a costly service, and an area of constant optimization. Solutions to increase efficiency and decrease bottlenecks are constantly needed. LÄS MER

  3. 2. An Empirical Survey of Bandits in an Industrial Recommender System Setting

    Master-uppsats, Göteborgs universitet/Institutionen för data- och informationsteknik

    Författare :Tobias Schwarz; Johan Brandby; [2023-09-21]
    Nyckelord :computer science; industrial application; machine learning; reinforcement learning; multi-armed bandits; MAB; contextual multi-armed bandits; survey; batch learning;

    Sammanfattning : In this thesis, the effects of incorporating unstructured data—images in the wild—in contextual multi-armed bandits are investigated, when used within a recommender system setting, which focuses on picture-based content suggestion. The idea is to employ image features, extracted by a pre-trained convolutional neural network, and study the resulting bandit behaviors when including respective excluding this information in the typical context creation, which normally relies on structured data sources—such as metadata. LÄS MER

  4. 3. Expert Knowledge Elicitation for Machine Learning : Insights from a Survey and Industrial Case Study

    Master-uppsats, Jönköping University/Jönköping AI Lab (JAIL)

    Författare :Samuel Svensson; Oskar Persson; [2023]
    Nyckelord :knowledge elicitation; machine learning; expert knowledge; informed machine learning; hybrid machine learning; survey; taxonomy;

    Sammanfattning : While machine learning has shown success in many fields, it can be challenging when there are limitations with insufficient training data. By incorporating knowledge into the machine learning pipeline, one can overcome such limitations. Therefore, eliciting expert knowledge can play an important role in the machine learning project pipeline. LÄS MER

  5. 4. Hybridundervisning : Interaktionsupplevelser via digitala verktyg och plattformar ur ett studentperspektiv

    Kandidat-uppsats, Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Författare :Paulina Heino; Kajsa Fridehäll; [2023]
    Nyckelord :Hybrid education; Higher education; Digital tools; Digital learning platforms; Interaction; Synchronous interaction; Asynchronous interaction; Hybridundervisning; Högre utbildning; Digitala verktyg; Digitala lärplattformar; Interaktion; Synkron interaktion; Asynkron interaktion;

    Sammanfattning : Digital utbildning erbjuder många möjligheter, men det finns även utmaningar som behöver övervinnas för att fullt ut utnyttja dess potential. En av dessa utmaningar är kvaliteten och effektiviteten hos digitala verktyg och plattformar. LÄS MER

  7. 5. Förutsäga spelresultat i Dota 2 med NLP och maskininlärningsalgoritmer

    Master-uppsats, Jönköping University/JTH, Avdelningen för datateknik och informatik

    Författare :Bálint Sándor; Ziping Wan; [2023]
    Nyckelord :;

    Sammanfattning : Esports has grown quickly in recent years, and the business has produced a ton of specifications-based data that is simple to obtain. Because of the aforementioned traits, data mining and deep learning techniques can be used to direct participants and create winning strategies. LÄS MER