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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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Showing 826–850 of 1041 papers

TitleStatusHype
An XAI Approach to Deep Learning Models in the Detection of DCIS—0
Explanatory Pluralism in Explainable AI—0
Software for Dataset-wide XAI: From Local Explanations to Global Insights with Zennit, CoRelAy, and ViRelAyCode1
Human-in-the-loop model explanation via verbatim boundary identification in generated neighborhoodsCode0
Evaluation of Saliency-based Explainability Method—0
Synthetic Benchmarks for Scientific Research in Explainable Machine LearningCode1
A Turing Test for Transparency—0
Rational Shapley ValuesCode0
Developing a Fidelity Evaluation Approach for Interpretable Machine LearningCode0
Toward Affective XAI: Facial Affect Analysis for Understanding Explainable Human-AI Interactions—0
Pitfalls of Explainable ML: An Industry Perspective—0
Counterfactual Explanations as Interventions in Latent SpaceCode0
Can Explainable AI Explain Unfairness? A Framework for Evaluating Explainable AI—0
An Interaction-based Convolutional Neural Network (ICNN) Towards Better Understanding of COVID-19 X-ray ImagesCode0
Explaining the Deep Natural Language Processing by Mining Textual Interpretable Features—0
Brittle AI, Causal Confusion, and Bad Mental Models: Challenges and Successes in the XAI Program—0
Exploiting auto-encoders and segmentation methods for middle-level explanations of image classification systems—0
Revealing drivers and risks for power grid frequency stability with explainable AICode0
Explainable Artificial Intelligence (XAI) for Increasing User Trust in Deep Reinforcement Learning Driven Autonomous Systems—0
To trust or not to trust an explanation: using LEAF to evaluate local linear XAI methodsCode1
Explainability via Interactivity? Supporting Nonexperts' Sensemaking of Pretrained CNN by Interacting with Their Daily Surroundings—0
A unified logical framework for explanations in classifier systems—0
Do not explain without context: addressing the blind spot of model explanations—0
Designing ECG Monitoring Healthcare System with Federated Transfer Learning and Explainable AI—0
Argumentative XAI: A Survey—0
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