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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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TitleStatusHype
Deep Argumentative Explanations—0
ExplAIn: Explanatory Artificial Intelligence for Diabetic Retinopathy Diagnosis—0
Explaining AI as an Exploratory Process: The Peircean Abduction Model—0
Explaining AI Decisions: Towards Achieving Human-Centered Explainability in Smart Home Environments—0
Deciphering AutoML Ensembles: cattleia's Assistance in Decision-Making—0
Breaking Down Financial News Impact: A Novel AI Approach with Geometric Hypergraphs—0
Explaining Any ML Model? -- On Goals and Capabilities of XAI—0
Evaluation of Human-Understandability of Global Model Explanations using Decision Tree—0
Explaining Black-Box Algorithms Using Probabilistic Contrastive Counterfactuals—0
AgroXAI: Explainable AI-Driven Crop Recommendation System for Agriculture 4.0—0
Explanation in Human-AI Systems: A Literature Meta-Review, Synopsis of Key Ideas and Publications, and Bibliography for Explainable AI—0
Explaining Convolutional Neural Networks through Attribution-Based Input Sampling and Block-Wise Feature Aggregation—0
Attributions Beyond Neural Networks: The Linear Program Case—0
Evaluating the Stability of Semantic Concept Representations in CNNs for Robust Explainability—0
Explaining Expert Search and Team Formation Systems with ExES—0
Explaining Explainability: Towards Deeper Actionable Insights into Deep Learning through Second-order Explainability—0
A Turing Test for Transparency—0
Evaluating the Correctness of Explainable AI Algorithms for Classification—0
Explaining Groups of Instances Counterfactually for XAI: A Use Case, Algorithm and User Study for Group-Counterfactuals—0
A Few Good Counterfactuals: Generating Interpretable, Plausible and Diverse Counterfactual Explanations—0
Biomarker Investigation using Multiple Brain Measures from MRI through XAI in Alzheimer's Disease Classification—0
Beyond XAI:Obstacles Towards Responsible AI—0
Explaining the Deep Natural Language Processing by Mining Textual Interpretable Features—0
Explaining the ghosts: Feminist intersectional XAI and cartography as methods to account for invisible labour—0
Evaluating explainable artificial intelligence methods for multi-label deep learning classification tasks in remote sensing—0
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