Essays about: "metadata"

Showing result 1 - 5 of 219 essays containing the word metadata.

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

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

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

    Abstract : 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. READ MORE

  3. 2. Tools evolving AI systems via experiment management: A survey of machine learning practitioners

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Carl Vågfelt Nihlmar; [2023-04-28]
    Keywords : experiment management tools; machine learning; experiment management; experiment tracking; artificial intelligence;

    Abstract : Artificial intelligence employs machine learning to create intelligent systems. Experiment management tools have been created to support machine learning practitioners in their development efforts relating to the management of artifacts and metadata. READ MORE

  4. 3. Comparing machine learning algorithms for detecting behavioural anomalies

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Fredrik Jansson; [2023]
    Keywords : Anomaly Detection; Machine Learning; Behavioural Anomalies;

    Abstract : Background. Attempted intrusions at companies, either from an insider threat orotherwise, is increasing in frequency. Most commonly used is static analysis and filters to stop specific attacks. READ MORE

  5. 4. Digital Forensic Analysis of Snapchat and BeReal : In Search of Artifacts

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Philip Persson; [2023]
    Keywords : Digital Forensics; Snapchat; BeReal; Social media forensics;

    Abstract : Snapchat and BeReal are popular social media platforms focused on photo sharing and instant messaging. A tool often used in police investigations is the analysis of communication, this includes different electronic devices and smartphone devices. READ MORE

  6. 5. Near-Real Time Forest Fire Monitoring System From an UAV

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

    Author : August Näsman; Daniel Nedlich; [2023]
    Keywords : ;

    Abstract : The purpose of this thesis is to implement a payload system on a drone to help fire towers in near-realtime survey forests for wildfires. The payload system should be able to communicate with a groundstation through a mobile network and the survey should be tagged with relevant metadata. READ MORE