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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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TitleStatusHype
Vector symbolic architectures for context-free grammars—0
Video Surveillance System Incorporating Expert Decision-making Process: A Case Study on Detecting Calving Signs in Cattle—0
Visual Explanations with Attributions and Counterfactuals on Time Series Classification—0
Visualisation and knowledge discovery from interpretable models—0
Visualisation to Explain Personal Health Trends in Smart Homes—0
Visualizing the Diversity of Representations Learned by Bayesian Neural Networks—0
Visually Analyze SHAP Plots to Diagnose Misclassifications in ML-based Intrusion Detection—0
ViTmiX: Vision Transformer Explainability Augmented by Mixed Visualization Methods—0
VitrAI -- Applying Explainable AI in the Real World—0
VR-LENS: Super Learning-based Cybersickness Detection and Explainable AI-Guided Deployment in Virtual Reality—0
WebXAII: an open-source web framework to study human-XAI interaction—0
What Do End-Users Really Want? Investigation of Human-Centered XAI for Mobile Health Apps—0
What Do We Want From Explainable Artificial Intelligence (XAI)? -- A Stakeholder Perspective on XAI and a Conceptual Model Guiding Interdisciplinary XAI Research—0
What Do You See? Evaluation of Explainable Artificial Intelligence (XAI) Interpretability through Neural Backdoors—0
What Emotions Make One or Five Stars? Understanding Ratings of Online Product Reviews by Sentiment Analysis and XAI—0
What's meant by explainable model: A Scoping Review—0
What Type of Explanation Do Rejected Job Applicants Want? Implications for Explainable AI—0
Where and When: Space-Time Attention for Audio-Visual Explanations—0
Which LIME should I trust? Concepts, Challenges, and Solutions—0
Who's Thinking? A Push for Human-Centered Evaluation of LLMs using the XAI Playbook—0
Understanding User Preferences in Explainable Artificial Intelligence: A Survey and a Mapping Function Proposal—0
Why Did the Robot Cross the Road? A User Study of Explanation in Human-Robot Interaction—0
Why Don't You Do Something About It? Outlining Connections between AI Explanations and User Actions—0
Widespread Increases in Future Wildfire Risk to Global Forest Carbon Offset Projects Revealed by Explainable AI—0
XAI and Android Malware Models—0
XAI-based Comparison of Input Representations for Audio Event Classification—0
XAI based Performance Preserving Adaptive Image Compression for Efficient Satellite Communication—0
XAI-BayesHAR: A novel Framework for Human Activity Recognition with Integrated Uncertainty and Shapely Values—0
XAI Benchmark for Visual Explanation—0
xAI-CycleGAN, a Cycle-Consistent Generative Assistive Network—0
XAI for All: Can Large Language Models Simplify Explainable AI?—0
XAI for Cybersecurity: State of the Art, Challenges, Open Issues and Future Directions—0
XAI for Self-supervised Clustering of Wireless Spectrum Activity—0
XAI-FUNGI: Dataset resulting from the user study on comprehensibility of explainable AI algorithms—0
XAI Handbook: Towards a Unified Framework for Explainable AI—0
XAI-KG: knowledge graph to support XAI and decision-making in manufacturing—0
XAI meets LLMs: A Survey of the Relation between Explainable AI and Large Language Models—0
A Comprehensive Taxonomy for Explainable Artificial Intelligence: A Systematic Survey of Surveys on Methods and Concepts—0
XAI Methods for Neural Time Series Classification: A Brief Review—0
XAIR: A Framework of Explainable AI in Augmented Reality—0
XAI Renaissance: Redefining Interpretability in Medical Diagnostic Models—0
XCoOp: Explainable Prompt Learning for Computer-Aided Diagnosis via Concept-guided Context Optimization—0
XEQ Scale for Evaluating XAI Experience Quality—0
XRand: Differentially Private Defense against Explanation-Guided Attacks—0
A deep learning-enabled smart garment for accurate and versatile sleep conditions monitoring in daily life—0
X-ToM: Explaining with Theory-of-Mind for Gaining Justified Human Trust—0
Most General Explanations of Tree Ensembles (Extended Version)—0
A Brief Review of Explainable Artificial Intelligence in Healthcare—0
Abstraction, Validation, and Generalization for Explainable Artificial Intelligence—0
Achieving Diversity in Counterfactual Explanations: a Review and Discussion—0
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