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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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Showing 351–375 of 1041 papers

TitleStatusHype
Explainable AI in Grassland Monitoring: Enhancing Model Performance and Domain Adaptability—0
Identifying Drivers of Predictive Aleatoric UncertaintyCode0
Clash of the Explainers: Argumentation for Context-Appropriate Explanations—0
Anytime Approximate Formal Feature Attribution—0
Explain To Decide: A Human-Centric Review on the Role of Explainable Artificial Intelligence in AI-assisted Decision Making—0
How much informative is your XAI? A decision-making assessment task to objectively measure the goodness of explanations—0
Precision of Individual Shapley Value Explanations—0
AS-XAI: Self-supervised Automatic Semantic Interpretation for CNNCode0
Explainable AI in Diagnosing and Anticipating Leukemia Using Transfer Learning Method—0
Elucidating Discrepancy in Explanations of Predictive Models Developed using EMR—0
Local Concept Embeddings for Analysis of Concept Distributions in Vision DNN Feature SpacesCode0
Forms of Understanding of XAI-Explanations—0
The Disagreement Problem in Faithfulness Metrics—0
A Hypothesis on Good Practices for AI-based Systems for Financial Time Series Forecasting: Towards Domain-Driven XAI Methods—0
Assessing Fidelity in XAI post-hoc techniques: A Comparative Study with Ground Truth Explanations DatasetsCode0
Explainable Authorship Identification in Cultural Heritage Applications: Analysis of a New PerspectiveCode0
Transferability and explainability of deep learning emulators for regional climate model projections: Perspectives for future applications—0
Learning impartial policies for sequential counterfactual explanations using Deep Reinforcement Learning—0
Medical Image Denosing via Explainable AI Feature Preserving Loss—0
Explainable Artificial Intelligence (XAI) 2.0: A Manifesto of Open Challenges and Interdisciplinary Research Directions—0
Reputation-Based Federated Learning Defense to Mitigate Threats in EEG Signal Classification—0
Explaining Interactions Between Text SpansCode0
XAI Benchmark for Visual Explanation—0
The Thousand Faces of Explainable AI Along the Machine Learning Life Cycle: Industrial Reality and Current State of Research—0
Refutation of Shapley Values for XAI -- Additional Evidence—0
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