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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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TitleStatusHype
Exploring Local Explanations of Nonlinear Models Using Animated Linear Projections—0
Keep Your Friends Close and Your Counterfactuals Closer: Improved Learning From Closest Rather Than Plausible Counterfactual Explanations in an Abstract SettingCode0
The Conflict Between Explainable and Accountable Decision-Making Algorithms—0
A Meta-Analysis of the Utility of Explainable Artificial Intelligence in Human-AI Decision-Making—0
Explainable Deep Learning Methods in Medical Image Classification: A SurveyCode1
Let's Go to the Alien Zoo: Introducing an Experimental Framework to Study Usability of Counterfactual Explanations for Machine LearningCode0
Explain to Not Forget: Defending Against Catastrophic Forgetting with XAI—0
Scientific Explanation and Natural Language: A Unified Epistemological-Linguistic Perspective for Explainable AI—0
On the Effect of Information Asymmetry in Human-AI Teams—0
TRUST XAI: Model-Agnostic Explanations for AI With a Case Study on IIoT Security—0
Explainable Artificial Intelligence for Bayesian Neural Networks: Towards trustworthy predictions of ocean dynamicsCode0
Explainable AI via Learning to Optimize—0
An Explainable Regression Framework for Predicting Remaining Useful Life of Machines—0
A Survey on XAI for 5G and Beyond Security: Technical Aspects, Challenges and Research Directions—0
Process Knowledge-infused Learning for Suicidality Assessment on Social Media—0
Integrating Prior Knowledge in Post-hoc Explanations—0
Towards Involving End-users in Interactive Human-in-the-loop AI Fairness—0
Features of Explainability: How users understand counterfactual and causal explanations for categorical and continuous features in XAI—0
GAM(e) changer or not? An evaluation of interpretable machine learning models based on additive model constraintsCode5
On the Influence of Explainable AI on Automation Bias—0
Semantic interpretation for convolutional neural networks: What makes a cat a cat?—0
Explainable Analysis of Deep Learning Methods for SAR Image Classification—0
Doctor XAvIer: Explainable Diagnosis on Physician-Patient Dialogues and XAI EvaluationCode0
Multi-objective optimization determines when, which and how to fuse deep networks: an application to predict COVID-19 outcomes—0
A Data-Driven Framework for Identifying Investment Opportunities in Private Equity—0
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