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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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TitleStatusHype
Dataset | Mindset = Explainable AI | Interpretable AI—0
OPTDTALS: Approximate Logic Synthesis via Optimal Decision Trees Approach—0
Explainable Deep Learning Framework for Human Activity Recognition—0
Measuring User Understanding in Dialogue-based XAI Systems—0
Case-based Explainability for Random Forest: Prototypes, Critics, Counter-factuals and Semi-factuals—0
Enhanced Prototypical Part Network (EPPNet) For Explainable Image Classification Via Prototypes—0
SCENE: Evaluating Explainable AI Techniques Using Soft Counterfactuals—0
A deep learning-enabled smart garment for accurate and versatile sleep conditions monitoring in daily life—0
Space-scale Exploration of the Poor Reliability of Deep Learning Models: the Case of the Remote Sensing of Rooftop Photovoltaic SystemsCode0
Revisiting the robustness of post-hoc interpretability methods—0
Introducing δ-XAI: a novel sensitivity-based method for local AI explanations—0
Automated Explanation Selection for Scientific Discovery—0
Explainable Artificial Intelligence Techniques for Irregular Temporal Classification of Multidrug Resistance Acquisition in Intensive Care Unit Patients—0
A Survey of Explainable Artificial Intelligence (XAI) in Financial Time Series Forecasting—0
Explainable AI-based Intrusion Detection System for Industry 5.0: An Overview of the Literature, associated Challenges, the existing Solutions, and Potential Research Directions—0
XAI meets LLMs: A Survey of the Relation between Explainable AI and Large Language Models—0
Geometric Remove-and-Retrain (GOAR): Coordinate-Invariant eXplainable AI Assessment—0
Are Linear Regression Models White Box and Interpretable?—0
XEQ Scale for Evaluating XAI Experience Quality—0
Robustness of Explainable Artificial Intelligence in Industrial Process Modelling—0
Explainable artificial intelligence in breast cancer detection and risk prediction: A systematic scoping review—0
Explainable Image Recognition via Enhanced Slot-attention Based Classifier—0
From Data to Commonsense Reasoning: The Use of Large Language Models for Explainable AI—0
How Reliable and Stable are Explanations of XAI Methods?—0
A Survey of Accessible Explainable Artificial Intelligence Research—0
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