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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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Showing 651–675 of 1041 papers

TitleStatusHype
Financial Fraud Detection Using Explainable AI and Stacking Ensemble Methods—0
Finding Words Associated with DIF: Predicting Differential Item Functioning using LLMs and Explainable AI—0
Fixing confirmation bias in feature attribution methods via semantic match—0
Focal Cortical Dysplasia Type II Detection Using Cross Modality Transfer Learning and Grad-CAM in 3D-CNNs for MRI Analysis—0
ForestMonkey: Toolkit for Reasoning with AI-based Defect Detection and Classification Models—0
Formal Explanations for Neuro-Symbolic AI—0
Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI—0
Formally Explaining Neural Networks within Reactive Systems—0
Forma mentis networks predict creativity ratings of short texts via interpretable artificial intelligence in human and GPT-simulated raters—0
Forms of Understanding of XAI-Explanations—0
Found in Translation: semantic approaches for enhancing AI interpretability in face verification—0
From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI—0
From Classification to Segmentation with Explainable AI: A Study on Crack Detection and Growth Monitoring—0
From Clustering to Cluster Explanations via Neural Networks—0
From Correlation to Causation: Formalizing Interpretable Machine Learning as a Statistical Process—0
From Data to Commonsense Reasoning: The Use of Large Language Models for Explainable AI—0
From Explanations to Segmentation: Using Explainable AI for Image Segmentation—0
From Interpretable Filters to Predictions of Convolutional Neural Networks with Explainable Artificial Intelligence—0
From Pixels to Words: Leveraging Explainability in Face Recognition through Interactive Natural Language Processing—0
From Robustness to Explainability and Back Again—0
From SHAP Scores to Feature Importance Scores—0
From slides (through tiles) to pixels: an explainability framework for weakly supervised models in pre-clinical pathology—0
From What Ifs to Insights: Counterfactuals in Causal Inference vs. Explainable AI—0
GENEOnet: Statistical analysis supporting explainability and trustworthiness—0
Generating Plausible Counterfactual Explanations for Deep Transformers in Financial Text Classification—0
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