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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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TitleStatusHype
Explainable Deep Learning: A Visual Analytics Approach with Transition MatricesCode0
Leveraging Counterfactual Paths for Contrastive Explanations of POMDP Policies—0
Leveraging Expert Input for Robust and Explainable AI-Assisted Lung Cancer Detection in Chest X-rays—0
Intrinsic Subgraph Generation for Interpretable Graph based Visual Question AnsweringCode0
Clinical Domain Knowledge-Derived Template Improves Post Hoc AI Explanations in Pneumothorax ClassificationCode0
The Anatomy of Adversarial Attacks: Concept-based XAI Dissection—0
Revealing Vulnerabilities of Neural Networks in Parameter Learning and Defense Against Explanation-Aware Backdoors—0
Enhancing UAV Security Through Zero Trust Architecture: An Advanced Deep Learning and Explainable AI Analysis—0
The Limits of Perception: Analyzing Inconsistencies in Saliency Maps in XAI—0
A survey on Concept-based Approaches For Model Improvement—0
How Human-Centered Explainable AI Interface Are Designed and Evaluated: A Systematic Survey—0
Deciphering AutoML Ensembles: cattleia's Assistance in Decision-Making—0
Interpretable Machine Learning for Survival AnalysisCode0
Towards a general framework for improving the performance of classifiers using XAI methods—0
Explainability through uncertainty: Trustworthy decision-making with neural networks—0
Explainable Machine Learning-Based Security and Privacy Protection Framework for Internet of Medical Things Systems—0
XCoOp: Explainable Prompt Learning for Computer-Aided Diagnosis via Concept-guided Context Optimization—0
Explainable Learning with Gaussian ProcessesCode0
People Attribute Purpose to Autonomous Vehicles When Explaining Their Behavior: Insights from Cognitive Science for Explainable AICode0
Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning—0
An Explainable AI Framework for Artificial Intelligence of Medical Things—0
Explainable AI for Embedded Systems Design: A Case Study of Static Redundant NVM Memory Write Prediction—0
XAI-Based Detection of Adversarial Attacks on Deepfake DetectorsCode0
Introducing User Feedback-based Counterfactual Explanations (UFCE)Code0
Position: Explain to Question not to Justify—0
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