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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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Showing 901–925 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
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