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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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Showing 451–500 of 1041 papers

TitleStatusHype
Explaining AI in Finance: Past, Present, ProspectsCode0
From Robustness to Explainability and Back Again—0
Theoretical Behavior of XAI Methods in the Presence of Suppressor Variables—0
XAI Renaissance: Redefining Interpretability in Medical Diagnostic Models—0
Rethinking Model Evaluation as Narrowing the Socio-Technical Gap—0
Explainable AI for Malnutrition Risk Prediction from m-Health and Clinical Data—0
Can We Trust Explainable AI Methods on ASR? An Evaluation on Phoneme Recognition—0
Employing Explainable Artificial Intelligence (XAI) Methodologies to Analyze the Correlation between Input Variables and Tensile Strength in Additively Manufactured Samples—0
Explaining Deep Learning for ECG Analysis: Building Blocks for Auditing and Knowledge DiscoveryCode0
A Novel real-time arrhythmia detection model using YOLOv8—0
An Experimental Investigation into the Evaluation of Explainability MethodsCode0
Balancing Explainability-Accuracy of Complex Models—0
PIC-XAI: Post-hoc Image Captioning Explanation using SegmentationCode0
A Survey of Explainable AI and Proposal for a Discipline of Explanation Engineering—0
Pittsburgh Learning Classifier Systems for Explainable Reinforcement Learning: Comparing with XCSCode0
Unveiling the Potential of Counterfactuals Explanations in Employability—0
XAI for Self-supervised Clustering of Wireless Spectrum Activity—0
Echoes of Biases: How Stigmatizing Language Affects AI Performance—0
Disproving XAI Myths with Formal Methods -- Initial Results—0
AURA : Automatic Mask Generator using Randomized Input Sampling for Object Removal—0
eXplainable Artificial Intelligence on Medical Images: A Survey—0
COCKATIEL: COntinuous Concept ranKed ATtribution with Interpretable ELements for explaining neural net classifiers on NLP tasksCode0
Achieving Diversity in Counterfactual Explanations: a Review and Discussion—0
Explainable Knowledge Distillation for On-device Chest X-Ray Classification—0
Why Don't You Do Something About It? Outlining Connections between AI Explanations and User Actions—0
XAI in Computational Linguistics: Understanding Political Leanings in the Slovenian ParliamentCode0
Unjustified Sample Sizes and Generalizations in Explainable AI Research: Principles for More Inclusive User Studies—0
Explaining the ghosts: Feminist intersectional XAI and cartography as methods to account for invisible labour—0
Towards Feminist Intersectional XAI: From Explainability to Response-Ability—0
Human Attention-Guided Explainable Artificial Intelligence for Computer Vision Models—0
Hardware Acceleration of Explainable Artificial Intelligence—0
Additive Class Distinction Maps using Branched-GANs—0
Metric Tools for Sensitivity Analysis with Applications to Neural Networks—0
Widespread Increases in Future Wildfire Risk to Global Forest Carbon Offset Projects Revealed by Explainable AI—0
A Perspective on Explainable Artificial Intelligence Methods: SHAP and LIME—0
Biomarker Investigation using Multiple Brain Measures from MRI through XAI in Alzheimer's Disease Classification—0
The Dark Side of Explanations: Poisoning Recommender Systems with Counterfactual Examples—0
Revealing Similar Semantics Inside CNNs: An Interpretable Concept-based Comparison of Feature Spaces—0
Evaluating the Stability of Semantic Concept Representations in CNNs for Robust Explainability—0
Categorical Foundations of Explainable AI: A Unifying Theory—0
XAI-based Comparison of Input Representations for Audio Event Classification—0
Disagreement amongst counterfactual explanations: How transparency can be deceptive—0
Towards a Praxis for Intercultural Ethics in Explainable AI—0
On the Soundness of XAI in Prognostics and Health Management (PHM)Code0
Explainable AI Insights for Symbolic Computation: A case study on selecting the variable ordering for cylindrical algebraic decomposition—0
Generating robust counterfactual explanations—0
SketchXAI: A First Look at Explainability for Human Sketches—0
Trust and Reliance in Consensus-Based Explanations from an Anti-Misinformation Agent—0
Impact Of Explainable AI On Cognitive Load: Insights From An Empirical Study—0
Bridging the Gap: Gaze Events as Interpretable Concepts to Explain Deep Neural Sequence ModelsCode0
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