Sökning: "Black Box"

Visar resultat 1 - 5 av 323 uppsatser innehållade orden Black Box.

  1. 1. Artificial Intelligence in Fund Management

    Kandidat-uppsats,

    Författare :Sebastian Hauger Frendberg; Axel Leitner; [2023-07-03]
    Nyckelord :Artificial Intelligence; Fund Management; Behaviourial Finance; Black-Box;

    Sammanfattning : This thesis aims to contribute to the understanding of the benefits, limitations and future improvements of AI in fund management, it also tries to understand to what degree AI can substitute the human element. By conducting an extensive literature study and conducting interviews with professionals in the field this research shows how AI has many benefits that are already being implored but improvement is still needed until it will replace the human element. LÄS MER

  3. 2. Inside ESG Consulting’s Black Box

    Magister-uppsats, Lunds universitet/Företagsekonomiska institutionen

    Författare :Noa van der Pot; Michelle Vos; [2023]
    Nyckelord :ESG Environmental; Social; Governance ; ESG consultants interpretations; knowledge; role; Business and Economics;

    Sammanfattning : Our study found new interpretations of the term ESG, and the interconnectedness of some interpretations that have not been established before. Furthermore, our findings reveal that ESG consultants learn on the job and share knowledge through their Communities of Practice, because they have a lack of knowledge of the term ESG, interpreting that they cannot be an expert. LÄS MER

  4. 3. Integration of a heat recovery system in a Spray Drying Process : Model Simulation Analysis and Economic Feasibility

    Magister-uppsats, Högskolan i Gävle/Energisystem och byggnadsteknik

    Författare :Marcel Hott Oller; [2023]
    Nyckelord :Spray Drying; Heat pump; Simulation model; heat recovery system;

    Sammanfattning : The spray drying process is widely established in the industry worldwide. However, due to its complexity in predicting variables, the technology is often regarded as a "Black box" process. LÄS MER

  5. 4. Computationally Efficient Explainable AI: Bayesian Optimization for Computing Multiple Counterfactual Explanantions

    Master-uppsats, KTH/Matematik (Avd.)

    Författare :Giorgio Sacchi; [2023]
    Nyckelord :Explainable AI; Counterfactual Explanations CFEs ; Bayesian Optimization BO ; Black-Box Models; Model-Agnostic; Machine Learning ML ; Efficient Computation; High-Stake Decisions; Förklarbar AI; Kontrafaktuell Förklaring CFE ; Bayesiansk Optimering BO ; Svarta lådmodeller; Modellagnostisk; Maskininlärning; Beräkningsmässigt Effektiv; Beslut med höga insatser;

    Sammanfattning : In recent years, advanced machine learning (ML) models have revolutionized industries ranging from the healthcare sector to retail and E-commerce. However, these models have become increasingly complex, making it difficult for even domain experts to understand and retrace the model's decision-making process. LÄS MER

  7. 5. Explainable Artificial Intelligence and its Applications in Behavioural Credit Scoring

    Master-uppsats, Stockholms universitet/Institutionen för data- och systemvetenskap

    Författare :Robert Iain Salter; [2023]
    Nyckelord :Behavioural Credit Scoring; Deep Learning; Machine Learning; Long Short-Term Memory; Default Prediction;

    Sammanfattning : Credit scoring is critical for banks to evaluate new loan applications and monitor existing customers. Machine learning has been extensively researched for this case; however, the adoption of machine learning methods is minimal in financial risk management. LÄS MER