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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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Showing 926–950 of 1041 papers

TitleStatusHype
Challenging common interpretability assumptions in feature attribution explanationsCode0
Explainable AI for Interpretable Credit Scoring—0
Symbolic AI for XAI: Evaluating LFIT Inductive Programming for Fair and Explainable Automatic Recruitment—0
Hate and Toxic Speech Detection in the Context of Covid-19 Pandemic using XAI: Ongoing Applied Research—0
Why Did the Robot Cross the Road? A User Study of Explanation in Human-Robot Interaction—0
Why model why? Assessing the strengths and limitations of LIMECode0
Understand Watchdogs: Discover How Game Bot Get Discovered—0
Explaining Deep Learning Models for Structured Data using Layer-Wise Relevance Propagation—0
Explainable Incipient Fault Detection Systems for Photovoltaic Panels—0
Data Representing Ground-Truth Explanations to Evaluate XAI Methods—0
Qualitative Investigation in Explainable Artificial Intelligence: A Bit More Insight from Social Science—0
Domain-Level Explainability -- A Challenge for Creating Trust in Superhuman AI Strategies—0
FairLens: Auditing Black-box Clinical Decision Support Systems—0
Explainable AI meets Healthcare: A Study on Heart Disease Dataset—0
Towards Harnessing Natural Language Generation to Explain Black-box Models—0
ExTRA: Explainable Therapy-Related Annotations—0
Argumentation Theoretical Frameworks for Explainable Artificial Intelligence—0
Proceedings of the AI-HRI Symposium at AAAI-FSS 2020—0
Generating Plausible Counterfactual Explanations for Deep Transformers in Financial Text Classification—0
The Need for Standardized Explainability—0
Squashing activation functions in benchmark tests: towards eXplainable Artificial Intelligence using continuous-valued logic—0
A general approach to compute the relevance of middle-level input features—0
Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI—0
Integrating Intrinsic and Extrinsic Explainability: The Relevance of Understanding Neural Networks for Human-Robot Interaction—0
Stuttering Speech Disfluency Prediction using Explainable Attribution Vectors of Facial Muscle Movements—0
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