Advanced search

Showing result 1 - 5 of 21 essays matching the above criteria.

  1. 1. Self-Supervised Learning for Tabular Data: Analysing VIME and introducing Mix Encoder

    University essay from Lunds universitet/Fysiska institutionen

    Author : Max Svensson; [2024]
    Keywords : Machine Learning; Self-supervised learning; AI; Physics; Medicine; Physics and Astronomy;

    Abstract : We introduce Mix Encoder, a novel self-supervised learning framework for deep tabular data models based on Mixup [1]. Mix Encoder uses linear interpolations of samples with associated pretext tasks to form useful pre-trained representations. READ MORE

  3. 2. Climate impact of ultra-processed foods in the Swedish diet

    University essay from SLU/Department of Molecular Sciences

    Author : Hanna Maria Linnéa Eneroth; [2023]
    Keywords : climate impact; culinary ingredients; diet; food consumption; food processing; greenhouse gas emissions; minimally processed foods; NOVA; ultra-processed foods;

    Abstract : The climate impact associated with food consumption is large. The size of the impact depend on the type of food and how it is produced. Food systems are currently changing and urbanization and increased affluence of consumers have led to an overall increase in food consumption and a rise in consumption of processed foods globally. READ MORE

  4. 3. Modelling the Water Table in a Bog

    University essay from Lunds universitet/Fysiska institutionen; Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

    Author : Tobias Bowley; [2023]
    Keywords : Physics and Astronomy;

    Abstract : Over the past five years, an ongoing study at INES, Lund University, have examined the encroachment of trees and vegetation into a bog ecosystem in northern Scania, Sweden. While several factors have been identified as contributing to this ecological transformation, including, nutrient availability, and climate, the hydrological aspect remains a key area of investigation. READ MORE

  5. 4. Occupational balance among Swedish working academics at the age of 65 and beyond

    University essay from Lunds universitet/Institutionen för hälsovetenskaper; Lunds universitet/Hållbar vardag och hälsa i ett livsperspektiv

    Author : Joakim Brandt; Magdalena Jaros; [2023]
    Keywords : Occupational science; occupational balance; older academics; older workers; extended working life; Medicine and Health Sciences;

    Abstract : Backgrund: Academics in retirement age are the longest working professional group in Sweden. The need for a prolonged working life among other professions has been arising due to the aging population and its various implications for society. READ MORE

  6. 5. Evaluating trace link visualizations

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

    Author : Fredrik Johansson; Themistoklis Ntoukolis; [2021-03-03]
    Keywords : Traceability; Eclipse Capra; traceability visualizations; computer science; engineering; project; thesis; requirements; change impact analysis; matrix; sunburst;

    Abstract : Traceability has become a very important part of the software development lifecycle and therefor a lot of research has been done and is being done about it. Our aim with this paper is to explore and evaluate the effect that different traceability visualizations have on the workload and find the most optimal visualizations that users will benefit more by using in their projects. READ MORE