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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

Papers

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Showing 351–375 of 1041 papers

TitleStatusHype
Visual Explanations with Attributions and Counterfactuals on Time Series Classification—0
Is Task-Agnostic Explainable AI a Myth?—0
On the Connection between Game-Theoretic Feature Attributions and Counterfactual Explanations—0
A Deep Dive into Perturbations as Evaluation Technique for Time Series XAICode0
Impact of Feature Encoding on Malware Classification Explainability—0
False Sense of Security: Leveraging XAI to Analyze the Reasoning and True Performance of Context-less DGA ClassifiersCode0
Designing a Direct Feedback Loop between Humans and Convolutional Neural Networks through Local ExplanationsCode0
On Formal Feature Attribution and Its ApproximationCode0
Interpretable and Secure Trajectory Optimization for UAV-Assisted Communication—0
Human in the AI loop via xAI and Active Learning for Visual Inspection—0
Fixing confirmation bias in feature attribution methods via semantic match—0
Towards Explainable AI for Channel Estimation in Wireless Communications—0
CLIMAX: An exploration of Classifier-Based Contrastive ExplanationsCode0
The future of human-centric eXplainable Artificial Intelligence (XAI) is not post-hoc explanations—0
Explainability is NOT a Game—0
Classification and Explanation of Distributed Denial-of-Service (DDoS) Attack Detection using Machine Learning and Shapley Additive Explanation (SHAP) Methods—0
xAI-CycleGAN, a Cycle-Consistent Generative Assistive Network—0
Delivering Inflated ExplanationsCode0
PWSHAP: A Path-Wise Explanation Model for Targeted VariablesCode0
Are Good Explainers Secretly Human-in-the-Loop Active Learners?—0
Manipulation Risks in Explainable AI: The Implications of the Disagreement Problem—0
WBCAtt: A White Blood Cell Dataset Annotated with Detailed Morphological AttributesCode1
Evolutionary approaches to explainable machine learning—0
XAI-TRIS: Non-linear image benchmarks to quantify false positive post-hoc attribution of feature importanceCode0
Evaluation of Popular XAI Applied to Clinical Prediction Models: Can They be Trusted?—0
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