Essays about: "DECISION CLASSES"

Showing result 1 - 5 of 80 essays containing the words DECISION CLASSES.

  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. Exploring State-of-the-Art Machine Learning Methods for Quantifying Exercise-induced Muscle Fatigue

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Abboud Afram; Danial Sarab Fard Sabet; [2023]
    Keywords : EMG; SEMG; STFT; CWT; SVM; CNN; GAN; DCGAN; BCE; SGD; deep learning; machine learning; muscle fatigue; DCGAN; spectrogram; CNN models; transfers learning; data augmentation; feature extraction;

    Abstract : Muscle fatigue is a severe problem for elite athletes, and this is due to the long resting times, which can vary. Various mechanisms can cause muscle fatigue which signifies that the specific muscle has reached its maximum force and cannot continue the task. READ MORE

  4. 3. Exploring heterogeneity in farmers’ willingness to cooperate in four EU member states: Insights from public goods games : insights from public goods games

    University essay from SLU/Dept. of Economics

    Author : Johannes Martin Amon; [2023]
    Keywords : Agri-environment-climate measures; Cooperation; Common Agricultural Policy; Finite mixture model;

    Abstract : Agri-environment-climate measures (AECMs), as part of the European Union’s Common Agricultural Policy, incentivize environmentally friendly farming practices for multiple ecosystem services provision. However, AECMs are criticised for their low cost-effectiveness. READ MORE

  5. 4. Predicting the Impact of Supply Chain Disruptions Using Statistical Analysis and Machine Learning

    University essay from KTH/Matematisk statistik

    Author : Hannes Andersson; John Sjöberg; [2023]
    Keywords : Supply chain disruption; SMOTE; feature engineering; machine learning; random forest; statistics; applied mathematics; Störning i försörjningskedja; maskininlärning; matematik; statistik;

    Abstract : The dairy business is vulnerable to supply chain disruptions since large safety stocks to cover up losses are not always a viable option, therefore it is crucial to maintain a smooth supply chain to ensure stable delivery accuracies. Disruptions are unpredictable and hard to avoid in the supply chain, especially in cases where production errors cause lost production volume. READ MORE

  6. 5. Investigating the Potential of Circular Economy in Stockholm’s Craft Classes : A Case Study Comparing Secondary Wood to Virgin Wood Using LCA and LCC

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Magdalena Smolic; Zin Haji; [2023]
    Keywords : Life Cycle Assessment; LCA; Life Cycle Costs; LCC; behavioral study; environmental impact assessment; circular economy; reuse; climate neutral cities; wood craft class; land use; water use; global warming potential; Livscykelanalys; LCA; Livscykelkostnadsanalys; LCC; Beteende studie; miljökonsekvensbedömning; cirkulär ekonomi; återanvändning; klimatneutrala städer; träslöjd; markanvändning; vattenanvändning; global uppvärmningspotential.;

    Abstract : This thesis evaluates the environmental, economic, and social impacts of implementing secondary wood from recycling centers into wood crafts in Stockholm schools. The thesis is conducted in a case study setting as a part of the "Climate Neutral Stockholm 2030" sub-project 3. READ MORE