Essays about: "Explainable artificial intelligence XAI"
Showing result 1 - 5 of 25 essays containing the words Explainable artificial intelligence XAI.
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1. Explainable Artificial Intelligence and its Applications in Behavioural Credit Scoring
University essay from Stockholms universitet/Institutionen för data- och systemvetenskapAbstract : 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. READ MORE
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2. Counterfactual and Causal Analysis for AI-based Modulation and Coding Scheme Selection
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Artificial Intelligence (AI) has emerged as a transformative force in wireless communications, driving innovation to address the complex challenges faced by communication systems. In this context, the optimization of limited radio resources plays a crucial role, and one important aspect is the Modulation and Coding Scheme (MCS) selection. READ MORE
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3. Automatic Analysis of Peer Feedback using Machine Learning and Explainable Artificial Intelligence
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Peer assessment is a process where learners evaluate and provide feedback on one another’s performance, which is critical to the student learning process. Earlier research has shown that it can improve student learning outcomes in various settings, including the setting of engineering education, in which collaborative teaching and learning activities are common. READ MORE
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4. Influences of simulated XAI explanations on players of economic games : A pilot study
University essay from Umeå universitet/Institutionen för psykologiAbstract : This pilot study has the twofold purpose of analyzing the effect of XAI explanations on the mental models of economic games participants, and testing the feasibility of the methodology devised for it. To achieve this, we compared the contribution behavior and mental models of 30 participants playing a public good game. READ MORE
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5. Applications of Formal Explanations in ML
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : The most performant Machine Learning (ML) classifiers have been labeled black-boxes due to the complexity of their decision process. eXplainable Artificial Intelligence (XAI) methods aim to alleviate this issue by crafting an interpretable explanation for a models prediction. READ MORE