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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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Showing 926–950 of 1041 papers

TitleStatusHype
Towards Human-centered Explainable AI: A Survey of User Studies for Model ExplanationsCode0
Black Box Model Explanations and the Human Interpretability Expectations -- An Analysis in the Context of Homicide PredictionCode0
On Formal Feature Attribution and Its ApproximationCode0
Explainable COVID-19 Infections Identification and Delineation Using Calibrated Pseudo LabelsCode0
Explainable Data Poison Attacks on Human Emotion Evaluation Systems based on EEG SignalsCode0
Discovering Cyclists' Visual Preferences Through Shared Bike Trajectories and Street View Images Using Inverse Reinforcement LearningCode0
Explainable Deep Learning: A Visual Analytics Approach with Transition MatricesCode0
Instructive artificial intelligence (AI) for human training, assistance, and explainabilityCode0
Even if Explanations: Prior Work, Desiderata & Benchmarks for Semi-Factual XAICode0
COCKATIEL: COntinuous Concept ranKed ATtribution with Interpretable ELements for explaining neural net classifiers on NLP tasksCode0
Explainable Federated Bayesian Causal Inference and Its Application in Advanced ManufacturingCode0
Using Explainability to Inform Statistical Downscaling Based on Deep Learning Beyond Standard Validation ApproachesCode0
A Co-design Study for Multi-Stakeholder Job Recommender System ExplanationsCode0
Improving Deep Neural Network Classification Confidence using Heatmap-based eXplainable AICode0
Scrutinizing XAI using linear ground-truth data with suppressor variablesCode0
SE3D: A Framework For Saliency Method Evaluation In 3D ImagingCode0
A Learning-Based Method for Automatic Operator Selection in the Fanoos XAI SystemCode0
On the Soundness of XAI in Prognostics and Health Management (PHM)Code0
On the Soundness of XAI in Prognostics and Health Management (PHM)Code0
Explainable Learning with Gaussian ProcessesCode0
On the Explanation of Machine Learning Predictions in Clinical Gait AnalysisCode0
A comprehensive study on fidelity metrics for XAICode0
XAI-P-T: A Brief Review of Explainable Artificial Intelligence from Practice to TheoryCode0
Clinical Domain Knowledge-Derived Template Improves Post Hoc AI Explanations in Pneumothorax ClassificationCode0
Interpretable Machine Learning for Survival AnalysisCode0
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