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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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TitleStatusHype
Foiling Explanations in Deep Neural NetworksCode0
Overcoming Catastrophic Forgetting by XAI—0
The European AI Liability Directives -- Critique of a Half-Hearted Approach and Lessons for the Future—0
Explainable Artificial Intelligence (XAI) from a user perspective- A synthesis of prior literature and problematizing avenues for future research—0
Interpretability of an Interaction Network for identifying H bb jets—0
Crown-CAM: Interpretable Visual Explanations for Tree Crown Detection in Aerial Images—0
Explainable Artificial Intelligence and Causal Inference based ATM Fraud Detection—0
Explainability Via Causal Self-Talk—0
Using explainability to design physics-aware CNNs for solving subsurface inverse problems—0
Explainable Artificial Intelligence: Precepts, Methods, and Opportunities for Research in Construction—0
Explainable Artificial Intelligence in Construction: The Content, Context, Process, Outcome Evaluation Framework—0
Seamful XAI: Operationalizing Seamful Design in Explainable AI—0
Explainability in Practice: Estimating Electrification Rates from Mobile Phone Data in SenegalCode0
Behaviour Trees for Creating Conversational Explanation Experiences—0
Social Construction of XAI: Do We Need One Definition to Rule Them All?—0
Motif-guided Time Series Counterfactual Explanations—0
Privacy Meets Explainability: A Comprehensive Impact Benchmark—0
XAI-BayesHAR: A novel Framework for Human Activity Recognition with Integrated Uncertainty and Shapely Values—0
ViT-CX: Causal Explanation of Vision TransformersCode1
eXplainable AI for Quantum Machine Learning—0
Explainable AI over the Internet of Things (IoT): Overview, State-of-the-Art and Future Directions—0
Backtracking Counterfactuals—0
Towards Human Cognition Level-based Experiment Design for Counterfactual Explanations (XAI)—0
Painting the black box white: experimental findings from applying XAI to an ECG reading setting—0
Towards Formal XAI: Formally Approximate Minimal Explanations of Neural Networks—0
Human-centered XAI for Burn Depth Characterization—0
A Temporal Type-2 Fuzzy System for Time-dependent Explainable Artificial Intelligence—0
The privacy issue of counterfactual explanations: explanation linkage attacks—0
XAI for transparent wind turbine power curve modelsCode1
Towards Human-centered Explainable AI: A Survey of User Studies for Model ExplanationsCode0
XC: Exploring Quantitative Use Cases for Explanations in 3D Object DetectionCode0
Black Box Model Explanations and the Human Interpretability Expectations -- An Analysis in the Context of Homicide PredictionCode0
Gradient Backpropagation based Feature Attribution to Enable Explainable-AI on the Edge—0
Explanations Based on Item Response Theory (eXirt): A Model-Specific Method to Explain Tree-Ensemble Model in Trust PerspectiveCode0
TEFL: Turbo Explainable Federated Learning for 6G Trustworthy Zero-Touch Network Slicing—0
Machine Learning in Transaction Monitoring: The Prospect of xAI—0
Neuro-symbolic Explainable Artificial Intelligence Twin for Zero-touch IoE in Wireless Network—0
Toward the application of XAI methods in EEG-based systems—0
T5 for Hate Speech, Augmented Data and EnsembleCode0
Local Interpretable Model Agnostic Shap Explanations for machine learning models—0
A Detailed Study of Interpretability of Deep Neural Network based Top TaggersCode0
Utilizing Explainable AI for improving the Performance of Neural Networks—0
Do We Need Explainable AI in Companies? Investigation of Challenges, Expectations, and Chances from Employees' Perspective—0
What Do End-Users Really Want? Investigation of Human-Centered XAI for Mobile Health Apps—0
Forecasting Bitcoin volatility spikes from whale transactions and CryptoQuant data using Synthesizer Transformer modelsCode1
Fault Diagnosis using eXplainable AI: a Transfer Learning-based Approach for Rotating Machinery exploiting Augmented Synthetic Data—0
Why Should I Choose You? AutoXAI: A Framework for Selecting and Tuning eXplainable AI SolutionsCode1
The Influence of Explainable Artificial Intelligence: Nudging Behaviour or Boosting Capability?—0
Explanation-by-Example Based on Item Response TheoryCode0
"Help Me Help the AI": Understanding How Explainability Can Support Human-AI Interaction—0
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