Essays about: "Interpretable Artificial Intelligence"
Showing result 1 - 5 of 15 essays containing the words Interpretable Artificial Intelligence.
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1. Generating an Interpretable Ranking Model: Exploring the Power of Local Model-Agnostic Interpretability for Ranking Analysis
University essay from Stockholms universitet/Institutionen för data- och systemvetenskapAbstract : Machine learning has revolutionized recommendation systems by employing ranking models for personalized item suggestions. However, the complexity of learning-to-rank (LTR) models poses challenges in understanding the underlying reasons contributing to the ranking outcomes. READ MORE
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2. Evolutionary Belief Rule based Explainable AI to Predict Air Pollution
University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknikAbstract : This thesis presents a novel approach to make Artificial Intelligence (AI) more explainable by using a Belief Rule Based Expert System (BRBES). A BRBES is a type of expert system that can handle both qualitative and quantitative information under uncertainty and incompleteness by using if-then rules with belief degrees. READ MORE
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3. 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
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4. Explainable Reinforcement Learning for Gameplay
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : State-of-the-art Machine Learning (ML) algorithms show impressive results for a myriad of applications. However, they operate as a sort of a black box: the decisions taken are not human-understandable. READ MORE
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5. Explainable Product Configuration for Telecom via Constraint Reasoning
University essay from Uppsala universitet/Institutionen för informationsteknologiAbstract : Product Configuration is one of the most successful applications of Artificial Intelligence and is widely adopted in industry. Nowadays,intelligent systems not only have to be able to generate outputs but these outputs are desired to be understandable and interpretable to humans. READ MORE