Sökning: "MLP Framework"

Visar resultat 1 - 5 av 42 uppsatser innehållade orden MLP Framework.

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

    Kandidat-uppsats, Lunds universitet/Fysiska institutionen

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

    Sammanfattning : 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. LÄS MER

  3. 2. Controlled environmental agriculture & the need for innovations networks

    Master-uppsats, Göteborgs universitet/Graduate School

    Författare :Andreas Törnblom; Oscar Melkersson; [2023-08-28]
    Nyckelord :Controlled Environmental Agriculture CEA ; Food Production; Innovation Networks; Multi Level Perspective; Sustainability;

    Sammanfattning : This thesis explores which innovation systems that facilitates growth for Controlled Environment Agriculture (CEA) companies and to successfully operate within the food industry. This was done by interviewing several companies within the CEA industry as well as relevant governmental organizations. LÄS MER

  4. 3. A Multi-Level Perspective: Construction and Demolition Waste Management System : Case Study: Bengaluru

    Master-uppsats, Linnéuniversitetet/Institutionen för byggd miljö och energiteknik (BET)

    Författare :Prashanth Ramakrishna; [2023]
    Nyckelord :Bengaluru; C D Waste Management; MLP Theory; Path Dependency;

    Sammanfattning : A significant proportion of construction and demolition (C&D) waste is encompassed within the broader category of global waste. The handling of C&D waste is subject to the influence of a tripartite of environmental, social, and economic factors. LÄS MER

  5. 4. Last minute change to mobility. Exploring Malmö’s visions towards more sustainable mobility by implementing mobility hubs as a niche innovation.

    Master-uppsats, Lunds universitet/LUCSUS

    Författare :Philip Salvador Fernandez-Montenegro von Schack; [2023]
    Nyckelord :Mobility transition; CO2 emission reduction; urban mobility; social mobility; car reduction; sustainability science; Social Sciences;

    Sammanfattning : Like many car-dominated cities, Malmö is pressured to enable a radical shift towards more sustainable, space-efficient, and socially just mobility. This paper uses the Multiple-Level Perspective (MLP) framework to analyze the mobility dilemma on three levels: the dominant cause for change, the approach towards it, and the possible solution in the form of mobility hubs as a niche innovation. LÄS MER

  7. 5. The Paradox of Food Waste and Food Insecurity : Exploring Donation and Redistribution of Surplus Food through a Multi-Level Perspective

    Master-uppsats, KTH/Hållbar utveckling, miljövetenskap och teknik

    Författare :Julia Berglund; [2023]
    Nyckelord :Surplus food; food waste; food insecurity; donation; redistribution; systems thinking; multi-level perspective; Överskottsmat; matsvinn; matfattigdom; donation; omfördelning; systemtänk;

    Sammanfattning : Around one million tonne of food is annually wasted in Sweden, of which 100,000 tonne of surplus foodis wasted in the retail sector. Even if redistribution of surplus food is the second most preferable optionto reduce food waste according to the food waste hierarchy, only 5% of surplus food in retail is donated. LÄS MER