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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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Showing 276–300 of 1041 papers

TitleStatusHype
CAManim: Animating end-to-end network activation maps—0
An Interpretable Deep Learning Approach for Skin Cancer CategorizationCode0
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
Mixture of Gaussian-distributed Prototypes with Generative Modelling for Interpretable and Trustworthy Image RecognitionCode1
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
Explaining black boxes with a SMILE: Statistical Model-agnostic Interpretability with Local ExplanationsCode1
Extracting human interpretable structure-property relationships in chemistry using XAI and large language modelsCode1
Explainable Authorship Identification in Cultural Heritage Applications: Analysis of a New PerspectiveCode0
Assessing Fidelity in XAI post-hoc techniques: A Comparative Study with Ground Truth Explanations DatasetsCode0
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
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