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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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Showing 901–950 of 1041 papers

TitleStatusHype
Towards explainable artificial intelligence (XAI) for early anticipation of traffic accidentsCode0
Natural Language Counterfactual Explanations for Graphs Using Large Language ModelsCode0
Challenges facing the explainability of age prediction models: case study for two modalitiesCode0
Why model why? Assessing the strengths and limitations of LIMECode0
Natural language understanding for logical gamesCode0
Conditional Feature Importance with Generative Modeling Using Adversarial Random ForestsCode0
Watermarking Counterfactual ExplanationsCode0
Human-in-the-loop model explanation via verbatim boundary identification in generated neighborhoodsCode0
Bridging the Gap: Gaze Events as Interpretable Concepts to Explain Deep Neural Sequence ModelsCode0
IBO: Inpainting-Based Occlusion to Enhance Explainable Artificial Intelligence Evaluation in HistopathologyCode0
Do Not Trust Additive ExplanationsCode0
Communicating Smartly in the Molecular Domain: Neural Networks in the Internet of Bio-Nano ThingsCode0
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AICode0
Identifying Drivers of Predictive Aleatoric UncertaintyCode0
A Detailed Study of Interpretability of Deep Neural Network based Top TaggersCode0
The Gaussian Discriminant Variational Autoencoder (GdVAE): A Self-Explainable Model with Counterfactual ExplanationsCode0
NormEnsembleXAI: Unveiling the Strengths and Weaknesses of XAI Ensemble TechniquesCode0
A novel approach to generate datasets with XAI ground truth to evaluate image modelsCode0
Rule-based Out-Of-Distribution DetectionCode0
CohEx: A Generalized Framework for Cohort ExplanationCode0
Rule Extraction in Unsupervised Anomaly Detection for Model Explainability: Application to OneClass SVMCode0
SAFARI: Versatile and Efficient Evaluations for Robustness of InterpretabilityCode0
Improving Explainability of Softmax Classifiers Using a Prototype-Based Joint Embedding MethodCode0
Addressing the Scarcity of Benchmarks for Graph XAICode0
Explainable Authorship Identification in Cultural Heritage Applications: Analysis of a New PerspectiveCode0
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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