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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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Showing 501–550 of 1041 papers

TitleStatusHype
A Review on Explainable Artificial Intelligence for Healthcare: Why, How, and When?—0
Explainable AI And Visual Reasoning: Insights From Radiology—0
Towards Self-Explainability of Deep Neural Networks with Heatmap Captioning and Large-Language Models—0
A Brief Review of Explainable Artificial Intelligence in Healthcare—0
Characterizing the contribution of dependent features in XAI methodsCode0
Regulatory Changes in Power Systems Explored with Explainable Artificial Intelligence—0
Why is plausibility surprisingly problematic as an XAI criterion?—0
Distrust in (X)AI -- Measurement Artifact or Distinct Construct?—0
A New Deep Learning and XAI-Based Algorithm for Features Selection in Genomics—0
XAIR: A Framework of Explainable AI in Augmented Reality—0
Interactive Explanations by Conflict Resolution via Argumentative Exchanges—0
Shapley-based Explainable AI for Clustering Applications in Fault Diagnosis and PrognosisCode0
Graph Neural Networks for the Offline Nanosatellite Task Scheduling ProblemCode0
The Representational Status of Deep Learning Models—0
Dermatologist-like explainable AI enhances trust and confidence in diagnosing melanoma—0
Explaining Groups of Instances Counterfactually for XAI: A Use Case, Algorithm and User Study for Group-Counterfactuals—0
cito: An R package for training neural networks using torchCode0
Contextual Trust—0
Robot Navigation in Risky, Crowded Environments: Understanding Human Preferences—0
Sensitive Region-based Metamorphic Testing Framework using Explainable AI—0
The AI Act proposal: a new right to technical interpretability?—0
Challenges facing the explainability of age prediction models: case study for two modalitiesCode0
Explainable AI for Time Series via Virtual Inspection Layers—0
Who's Thinking? A Push for Human-Centered Evaluation of LLMs using the XAI Playbook—0
Analysis and Evaluation of Explainable Artificial Intelligence on Suicide Risk Assessment—0
On the Soundness of XAI in Prognostics and Health Management (PHM)Code0
A Survey on Explainable Artificial Intelligence for Cybersecurity—0
Causal Dependence Plots—0
A System's Approach Taxonomy for User-Centred XAI: A Survey—0
Rule-based Out-Of-Distribution DetectionCode0
DeepSeer: Interactive RNN Explanation and Debugging via State AbstractionCode0
iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams—0
Finding the right XAI method -- A Guide for the Evaluation and Ranking of Explainable AI Methods in Climate ScienceCode0
Explainable Artificial Intelligence and Cybersecurity: A Systematic Literature Review—0
Explanations for Automatic Speech Recognition—0
Explainable AI is Dead, Long Live Explainable AI! Hypothesis-driven decision support—0
Machine Learning for QoS Prediction in Vehicular Communication: Challenges and Solution Approaches—0
Non-Uniform Interpolation in Integrated Gradients for Low-Latency Explainable-AI—0
Bridging the Transparency Gap: What Can Explainable AI Learn From the AI Act?—0
SpecXAI -- Spectral interpretability of Deep Learning Models—0
The Inadequacy of Shapley Values for Explainability—0
Using Explainable AI to Cross-Validate Socio-economic Disparities Among Covid-19 Patient Mortality—0
A novel approach to generate datasets with XAI ground truth to evaluate image modelsCode0
Invisible Users: Uncovering End-Users' Requirements for Explainable AI via Explanation Forms and GoalsCode0
GCI: A (G)raph (C)oncept (I)nterpretation FrameworkCode0
Explainable Label-flipping Attacks on Human Emotion Assessment System—0
Efficient XAI Techniques: A Taxonomic Survey—0
Understanding User Preferences in Explainable Artificial Intelligence: A Survey and a Mapping Function Proposal—0
LiteVR: Interpretable and Lightweight Cybersickness Detection using Explainable AI—0
A New cross-domain strategy based XAI models for fake news detection—0
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