Essays about: "learning types"

Showing result 1 - 5 of 734 essays containing the words learning types.

  1. 1. Land cover classification using machine-learning techniques applied to fused multi-modal satellite imagery and time series data

    University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

    Author : Anastasia Sarelli; [2024]
    Keywords : Geography; GIS; Land Cover Classification; Landsat; Machine Learning; Earth and Environmental Sciences;

    Abstract : Land cover classification is one of the most studied topics in the field of remote sensing, involving the use of data from satellite sensors to analyze and categorize different land surface types. There are numerous satellite products available, each offering different spatial, spectral, and temporal resolutions. READ MORE

  3. 2. Detecting Fraudulent User Behaviour : A Study of User Behaviour and Machine Learning in Fraud Detection

    University essay from Uppsala universitet/Analys och partiella differentialekvationer

    Author : Patrik Gerdelius; Sjönneby Hugo; [2024]
    Keywords : Fraud Detection; User Behaviour; Random Forest; PCA; SMOTE;

    Abstract : This study aims to create a Machine Learning model and investigate its performance of detecting fraudulent user behaviour on an e-commerce platform. The user data was analysed to identify and extract critical features distinguishing regular users from fraudulent users. READ MORE

  4. 3. The “Magic Gathering” of Comprehension Devices : A diachronic systemic functional linguistics analysis of MTG game card texts

    University essay from Stockholms universitet/Engelska institutionen

    Author : Isabella Schiller; [2024]
    Keywords : Systemic Functional Linguistics; Magic: The Gathering; keywords; card text; action; process; mood; transitivity; comprehension;

    Abstract : This study investigates the diachronic shift of revised card texts in the tabletop collectible card game ‘Magic: The Gathering’.  The lexicogrammatical patterns found are compared to theories on comprehension and learning, and to the development of the game. READ MORE

  5. 4. Measuring the Utility of Synthetic Data : An Empirical Evaluation of Population Fidelity Measures as Indicators of Synthetic Data Utility in Classification Tasks

    University essay from Karlstads universitet/Institutionen för matematik och datavetenskap (from 2013)

    Author : Alexander Florean; [2024]
    Keywords : Synthetic Data; Machine Learning; Population Fidelity Measures; Utility Metrics; Synthetic Data Quality Evaluation; Classification Algorithms; Utility Estimation; Data Privacy; Artificial Intelligence; Experiment Framework; Model Performance Assessment; Syntetisk Data; Maskininlärning; Population Fidelity Mätvärden; Användbarhetsmätvärden; Kvalitetsutvärdering av Syntetisk Data; Klassificeringsalgoritmer; Användbarhetsutvärdering; Dataintegritet; Artificiell Intelligens; AI; Experiment Ramverk; Utvärdering av Modellprestanda;

    Abstract : In the era of data-driven decision-making and innovation, synthetic data serves as a promising tool that bridges the need for vast datasets in machine learning (ML) and the imperative necessity of data privacy. By simulating real-world data while preserving privacy, synthetic data generators have become more prevalent instruments in AI and ML development. READ MORE

  6. 5. Incidental Vocabulary Learning in EFL Through Reading, Listening, and Watching

    University essay from

    Author : Julia Ekman; Nawar Saleh; [2024]
    Keywords : Incidental vocabulary learning; Vocabulary retention; Digital tools; Language acquisition; Multimedia learning; Vocabulary retention; English as a foreign language EFL ; Second language L2 ;

    Abstract : Incidental vocabulary learning is a form of acquiring new words without having a specific intention in the acquisition, and it can occur in or out of the educational frame (Hatami, 2017). In the digital age, incidental vocabulary acquisition is increased as learners encounter and assimilate new words through different online platforms and technological tools. READ MORE