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Showing result 1 - 5 of 47 essays matching the above criteria.

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

    University essay from KTH/Matematik (Avd.)

    Author : Giorgio Sacchi; [2023]
    Keywords : 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;

    Abstract : 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. READ MORE

  3. 2. Truly United in Diversity: The European Union Thriving in Crisis? An Interview Study on Problem-Solving Behaviour in the European Union During the Ukraine Crisis

    University essay from Lunds universitet/Statsvetenskapliga institutionen

    Author : Carl Cotton; [2023]
    Keywords : European Union; Negotiations; Crisis; Problem-Solving; Semi-Structured Interviews.; Law and Political Science;

    Abstract : The European Union (EU) has faced numerous severe crises during the 21st century. Rather than standing united and finding joint solutions, the intergovernmental negotiations have often revolved around furthering member state preferences, and maximising individual outcomes. READ MORE

  4. 3. Consensus Algorithms in Blockchain : A survey to create decision trees for blockchain applications

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

    Author : Xinlin Zhu; [2023]
    Keywords : Blockchain; Cryptocurrency; Consensus Algorithms; Proof of Work; Proof of Stake; Hybrid Consensus; Decision Tree; Blockchain; Kryptovaluta; Consensus Algoritms; Proof of Work; Proof of Stake; Hybrid Consensus; Decision Tree;

    Abstract : Blockchain is a decentralized database that is distributed among a computer network. To enable a smooth decision making process without any authority, different blockchain applications use their own consensus algorithms. The problem is that for a new blockchain application, there is limited aid in deciding which algorithm it should implement. READ MORE

  5. 4. Student's views and thoughts regarding learning the technology subject in primary schools in Sweden : An examination regarding student views on learning technology

    University essay from KTH/Lärande

    Author : Fitwi Russom Zereslassie; [2023]
    Keywords : Technical Education; Technology subject; student view; primary school; 9th grade; Secondary school; Teknisk utbildning; Teknikämne; elevsyn; grundskola; årskurs 9; gymnasiet.;

    Abstract : The interest in technology subject has been growing in recent years, especially in primary schools. In Sweden, technology is part of the national curriculum and is considered a critical subject for equipping students with problem-solving, creativity, innovation skills, and knowledge. READ MORE

  6. 5. Beyond the Green: Exploring how municipalities consider the planning and implementation of nature-based solutions

    University essay from Lunds universitet/Avdelningen för Riskhantering och Samhällssäkerhet

    Author : Victoria Johnson; Jade Yasmin Szegedi; [2023]
    Keywords : Nature-based solutions; Co-benefits; Municipal planning; Piggyback projects; Multifunctionality; Inter-departmental collaboration; Social involvement; Climate change adaptation; Societal challenges; Conflicting interests; Malmö; Rotterdam; Social Sciences;

    Abstract : Nature-based solutions (NbS) are gaining popularity as tools to address societal challenges while providing social, economic, and environmental benefits. Given that NbS is a relatively new concept, there is a lack of guidance on how NbS in urban areas can be adapted to fit their socio-spatial context and provide benefits. READ MORE