Sökning: "Black-Box"
Visar resultat 1 - 5 av 311 uppsatser innehållade ordet Black-Box.
1. Artificial Intelligence in Fund Management
Kandidat-uppsats,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
2. Inside ESG Consulting’s Black Box
Magister-uppsats, Lunds universitet/Företagsekonomiska institutionenSammanfattning : 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
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 byggnadsteknikSammanfattning : 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
4. Computationally Efficient Explainable AI: Bayesian Optimization for Computing Multiple Counterfactual Explanantions
Master-uppsats, KTH/Matematik (Avd.)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
5. Explainable Artificial Intelligence and its Applications in Behavioural Credit Scoring
Master-uppsats, Stockholms universitet/Institutionen för data- och systemvetenskapSammanfattning : 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