Essays about: "LEVEL OF INVESTIGATION RESEARCH"
Showing result 1 - 5 of 394 essays containing the words LEVEL OF INVESTIGATION RESEARCH.
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1. Attack Strategies in Federated Learning for Regression Models : A Comparative Analysis with Classification Models
University essay from Umeå universitet/Institutionen för datavetenskapAbstract : 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
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2. Attack Strategies in Federated Learning for Regression Models : A Comparative Analysis with Classification Models
University essay from Umeå universitet/Institutionen för tillämpad fysik och elektronikAbstract : 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
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3. Incorporating Environmental Psychology in Architectural Design Processes : creation of a Translation Tool based on Affordances
University essay from SLU/Dept. of People and SocietyAbstract : Considering the enormous investment society makes in developing and shaping the built environment, and the huge impacts that buildings have on people’s health and well-being, there is an urgent need to better understand how to design buildings for human welfare. In the realm of architectural practice, designers are increasingly met with demands to present evidence of how their designs perform from a user perspective. READ MORE
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4. The Role of Functional Traits and Trade-offs in Seasonal Succession of Phytoplankton Community Structuring : A numerical investigation of resource acquisition traits of Lake Constance
University essay from Umeå universitet/Institutionen för ekologi, miljö och geovetenskapAbstract : Long-term ecological research in deep lakes offers valuable insights into understanding changes in trophic states and organization of phytoplankton assemblages. Utilizing five decades of phytoplankton taxonomic trait data from pre-alpine Lake Constance, a confirmed negative relationship was found between phosphate and light affinity at the annual community trait level. READ MORE
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5. The impact of female entrepreneurship on a country’s innovative performance
University essay from Göteborgs universitet/Graduate SchoolAbstract : Purpose – As entrepreneurship is still a traditionally male-dominated field, more research and political initiative is needed to create a level-playing field between women and men in this industry. The purpose of this research, therefore, is to first understand how female entrepreneurship (FE) influences innovation performance (IP) now, and how this effect has changed over time. READ MORE
