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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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TitleStatusHype
Pitfalls of Explainable ML: An Industry Perspective—0
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
Explainable Artificial Intelligence (XAI) for Increasing User Trust in Deep Reinforcement Learning Driven Autonomous Systems—0
Revealing drivers and risks for power grid frequency stability with explainable AICode0
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
Evaluating the Correctness of Explainable AI Algorithms for Classification—0
Explainable Activity Recognition for Smart Home Systems—0
Designer-User Communication for XAI: An epistemological approach to discuss XAI design—0
Abstraction, Validation, and Generalization for Explainable Artificial Intelligence—0
A Comprehensive Taxonomy for Explainable Artificial Intelligence: A Systematic Survey of Surveys on Methods and Concepts—0
XAI Handbook: Towards a Unified Framework for Explainable AI—0
XAI-KG: knowledge graph to support XAI and decision-making in manufacturing—0
Where and When: Space-Time Attention for Audio-Visual Explanations—0
Twin Systems for DeepCBR: A Menagerie of Deep Learning and Case-Based Reasoning Pairings for Explanation and Data Augmentation—0
Exploiting Explanations for Model Inversion Attacks—0
TrustyAI Explainability ToolkitCode0
Explainable AI For COVID-19 CT Classifiers: An Initial Comparison Study—0
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