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Showing result 11 - 15 of 5871 essays matching the above criteria.

  1. 11. Attack Strategies in Federated Learning for Regression Models : A Comparative Analysis with Classification Models

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Sofia Leksell; [2024]
    Keywords : Federated Learning; Adversarial Attacks; Regression; Classification;

    Abstract : Federated Learning (FL) has emerged as a promising approach for decentralized model training across multiple devices, while still preserving data privacy. Previous research has predominantly concentrated on classification tasks in FL settings, leaving  a noticeable gap in FL research specifically for regression models. READ MORE

  3. 12. User-Centered Design in Digital Twins : Insights Based on Industrial Designers’ Activities

    University essay from Mälardalens högskola/Akademin för innovation, design och teknik

    Author : Velina Parapanova; [2024]
    Keywords : digital twin; user-centered design; activity theory; industrial design; scenarios;

    Abstract : Digital twin is an emerging technology that enhances digital transformation across many industries and domains. Most digital twins are made for a work context, and end users are the domain experts who carry knowledge in the work processes and products of which digital twin is part. READ MORE

  4. 13. Magic Tree - Development of a technology mediating multi-sensory musical instrument

    University essay from Lunds universitet/Innovation

    Author : Herta Storlind; [2024]
    Keywords : multi-sensory; musical instrument; capacitive sensing; Arduino; multifunctional disabilities; Technology and Engineering;

    Abstract : This thesis is part of the MISK-project, Musik, Interaktiv design, Sinnesstimulering och Kvalitet (Music, Interactive design, Sensory stimulation and Quality). The MISK-project is a collaborative project between Certec at LTH, Furuboda Folkhögskola and Eldorado Resurscenter, developing musical instruments for children and young adults with mental and physical disabilities. READ MORE

  5. 14. The visibility of stellar transients in the Galactic Centre

    University essay from Lunds universitet/Fysiska institutionen; Lunds universitet/Astrofysik

    Author : Jonathan Ström; [2024]
    Keywords : Physics and Astronomy;

    Abstract : A semi-analytical simulation was developed to evaluate the K-band magnitudes of Red Giants [0.96 - 1.02 M⊙] orbiting the supermassive black hole in the galactic centre. The model assumed star formation between 10-12 Gyrs ago and by following the IMF and applying a random age condition, a stellar population was created. READ MORE

  6. 15. The Role of Technology Shifts in Urban Decarbonization Modelling : Scenario creation and implementation

    University essay from KTH/Energisystem

    Author : Batiste Fourniols; [2024]
    Keywords : Urban area; Decarbonization policies; Scenario modeling; District heating; Gas distribution network; Geospatial resolution; Stadsområde; utfasning av fossila bränslen; scenariomodellering; fjärrvärme; gasdistributionsnät; geospatial upplösning;

    Abstract : This work includes modelling of decarbonization scenarios at the scale of an urban area, providing policy insights and a methodology focusing on introducing district heating and maintaining the existing gas distribution network in a case study. With a focus on reducing gas consumption in the residential and tertiary sectors, the research integrates scenario developments giving a methodology to develop district heating, requiring a careful balance in selecting the optimal scale for city-wide analysis. READ MORE