Essays about: "ARA Model"

Showing result 1 - 5 of 26 essays containing the words ARA Model.

  1. 1. Driving Sustainable Packaging Solutions: The Influence of Stakeholder Pressure and Regulatory Changes

    University essay from Högskolan i Gävle/Företagsekonomi

    Author : Britta Farnschläder; Jennifer Klemens; [2023]
    Keywords : ;

    Abstract : This master thesis examines the impact of stakeholder pressure due to new regulations on the process of developing sustainable packaging solutions in the packaging industry. To investigate this question, the IMP Actors-Resources-Activities (ARA) model is used to explore the activities of actors, the resources available to them and the external factors that influence their behavior. READ MORE

  3. 2. Peeking Through the Leaves : Improving Default Estimation with Machine Learning : A transparent approach using tree-based models

    University essay from Umeå universitet/Institutionen för matematik och matematisk statistik

    Author : Elias Hadad; Angus Wigton; [2023]
    Keywords : Machine learning; Expected credit loss; Probability of default; ECL; PD; Risk Management; Credit Risk Management; Default Estimation; AI; Artificial intelligence; Fintech; Supervised learning; Decision tree; Random forest; XG boost; Transparency; Machine learning transparency;

    Abstract : In recent years the development and implementation of AI and machine learning models has increased dramatically. The availability of quality data paving the way for sophisticated AI models. Financial institutions uses many models in their daily operations. READ MORE

  4. 3. Explainable Reinforcement Learning for Gameplay

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Àlex Costa Sánchez; [2022]
    Keywords : Explainable Artificial Intelligence; Local Interpretable Model-agnostic Explanations; Reinforcement Learning; Shapley Additive Explanations; Intel·ligencia Artificial Interpretable; Explicacions model-agnòstiques localment interpretables; Aprenentatge per reforç; Explicacions additives de Shapley; Förklarbar artificiell intelligent; Lokala tolkningsbara modellagnostiska förklaringar; Förstärkningsinlärning; Shapleys additiv förklaringar;

    Abstract : State-of-the-art Machine Learning (ML) algorithms show impressive results for a myriad of applications. However, they operate as a sort of a black box: the decisions taken are not human-understandable. READ MORE

  5. 4. Business relationship development and marketing for startups : A case study at the industrial startup Nytt Tech

    University essay from Uppsala universitet/Industriell teknik

    Author : Alexandra Lundegård; Josefin Fransson; [2022]
    Keywords : ARA-model; Business relationships; Business-to-business startup; Industrial marketing; Network;

    Abstract : This research is a qualitative case study at the industrial business-to-business startup Nytt Tech aiming to understand how startups work with networkbased relationship marketing in the early phase and how they gain access to the business network and benefit from creating relationships. The following research question is presented: How can a business-to-business startup gain access to and benefit from the business network to create relationships? The study is limited to Nytt Tech and the circumstances that prevail for them. READ MORE

  6. 5. Birefringence: Effects and Implications on In-Ice Radio Detection of High-Energy Neutrinos

    University essay from Uppsala universitet/Högenergifysik

    Author : Nils Heyer; [2022]
    Keywords : Birefringence; Cosmic Neutrinos; In-ice radio propagation;

    Abstract : The detection of high-energy neutrinos in the EeV range requires new detection techniques to cope with the small expected flux. The radio detection method, utilizing Askaryan emission, can be used to detect these neutrinos in polar ice. READ MORE