Essays about: "Information System IS"

Showing result 21 - 25 of 5807 essays containing the words Information System IS.

  1. 21. Data Augmentation: Enhancing Named Entity Recognition Performance on Swedish Medical Texts

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

    Author : Lucas Rosvall; Niklas Paasonen; [2023-10-05]
    Keywords : Machine Learning; Information Extraction; Named Entity Recognition; BERT; Data Augmentation;

    Abstract : Named Entity Recognition (NER) refers to the task of locating relevant information within text sequences. Within the medical domain, it can benefit applications such as de-identifying patient records or extracting valuable data for other downstream tasks. READ MORE

  3. 22. Challenges in Specifying Safety-Critical Systems with AI-Components

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

    Author : Iswarya Malleswaran; Shruthi Dinakaran; [2023-09-26]
    Keywords : Software engineering; Requirement engineering; Specification; Safety; Computer Science; Engineering; Machine learning; Deep learning; Runtime monitor; Data Selection; Data Collection;

    Abstract : Safety is an important feature in automotive industry. Safety critical system such as Advanced Driver Assistance System (ADAS) and Autonomous Driving (AD) follows certain processes and procedures in order to perform the desired function safely. READ MORE

  4. 23. 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

  5. 24. Land Use and Land Cover Changes in Europe and the Impact on Near-Surface Wind Speed in Sweden

    University essay from Göteborgs universitet/Institutionen för geovetenskaper

    Author : Nils Philipp Stange; [2023-08-18]
    Keywords : ;

    Abstract : Investigations of Land use and land cover change (LULCC) have recently become of increasing interest. This trend occurs not only based of the importance of biogeochemical processes such as carbon sequestration, but also because of their climate impacts caused by changed biogeophysical properties. READ MORE

  6. 25. Assessing the Costs and Benefits of Proactively Adding Features in opensource system Bitcoin-Wallet: A Simulation study

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

    Author : Ramzi Samir Masoud Abu Zahra; [2023-08-03]
    Keywords : Simulator; annotations; traceability;

    Abstract : Objective: This paper builds on previous research and expands on the cost-benefit analysis of proactive feature annotation, with a focus on using Java to validate the findings from a real-world case study. Background: The significance of features within a system lies behind the need to locate them as they often necessitate identification for enhancement, and editing-related activities. READ MORE