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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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Showing 126–150 of 1041 papers

TitleStatusHype
Explainable AI needs formal notions of explanation correctness—0
The Gaussian Discriminant Variational Autoencoder (GdVAE): A Self-Explainable Model with Counterfactual ExplanationsCode0
Global Lightning-Ignited Wildfires Prediction and Climate Change Projections based on Explainable Machine Learning Models—0
Confident Teacher, Confident Student? A Novel User Study Design for Investigating the Didactic Potential of Explanations and their Impact on UncertaintyCode1
Explainable Artificial Intelligence (XAI) for Malware Analysis: A Survey of Techniques, Applications, and Open Challenges—0
Discovering Cyclists' Visual Preferences Through Shared Bike Trajectories and Street View Images Using Inverse Reinforcement LearningCode0
Stacked ensemble\-based mutagenicity prediction model using multiple modalities with graph attention network—0
Interpreting Outliers in Time Series Data through Decoding Autoencoder—0
Breaking Down Financial News Impact: A Novel AI Approach with Geometric Hypergraphs—0
Explainable Artificial Intelligence: A Survey of Needs, Techniques, Applications, and Future Direction—0
Towards Symbolic XAI -- Explanation Through Human Understandable Logical Relationships Between Features—0
IBO: Inpainting-Based Occlusion to Enhance Explainable Artificial Intelligence Evaluation in HistopathologyCode0
Interactive dense pixel visualizations for time series and model attribution explanations—0
Underwater SONAR Image Classification and Analysis using LIME-based Explainable Artificial IntelligenceCode0
VALE: A Multimodal Visual and Language Explanation Framework for Image Classifiers using eXplainable AI and Language ModelsCode0
OPTDTALS: Approximate Logic Synthesis via Optimal Decision Trees Approach—0
Dataset | Mindset = Explainable AI | Interpretable AI—0
Explainable Deep Learning Framework for Human Activity Recognition—0
Case-based Explainability for Random Forest: Prototypes, Critics, Counter-factuals and Semi-factuals—0
Measuring User Understanding in Dialogue-based XAI Systems—0
SCENE: Evaluating Explainable AI Techniques Using Soft Counterfactuals—0
Enhanced Prototypical Part Network (EPPNet) For Explainable Image Classification Via Prototypes—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
Collision Probability Distribution Estimation via Temporal Difference LearningCode1
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