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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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Showing 51–75 of 1041 papers

TitleStatusHype
Explainable AI-Driven Neural Activity Analysis in Parkinsonian Rats under Electrical Stimulation—0
ExplainReduce: Summarising local explanations via proxiesCode0
PixleepFlow: A Pixel-Based Lifelog Framework for Predicting Sleep Quality and Stress LevelCode0
This looks like what? Challenges and Future Research Directions for Part-Prototype ModelsCode0
Finding Words Associated with DIF: Predicting Differential Item Functioning using LLMs and Explainable AI—0
Using agent-based models and EXplainable Artificial Intelligence (XAI) to simulate social behaviors and policy intervention scenarios: A case study of private well users in Ireland—0
A Wearable Device Dataset for Mental Health Assessment Using Laser Doppler Flowmetry and Fluorescence Spectroscopy SensorsCode1
Uncertainty Quantification of Wind Gust Predictions in the Northeast US: An Evidential Neural Network and Explainable Artificial Intelligence Approach—0
Towards Transparent and Accurate Diabetes Prediction Using Machine Learning and Explainable Artificial Intelligence—0
Is Conversational XAI All You Need? Human-AI Decision Making With a Conversational XAI AssistantCode0
Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks—0
Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review—0
Ensuring Medical AI Safety: Explainable AI-Driven Detection and Mitigation of Spurious Model Behavior and Associated DataCode0
EVolutionary Independent DEtermiNistiC Explanation—0
Conditional Feature Importance with Generative Modeling Using Adversarial Random ForestsCode0
Enhancing AI Transparency: XRL-Based Resource Management and RAN Slicing for 6G ORAN Architecture—0
Explainable artificial intelligence (XAI): from inherent explainability to large language models—0
Prompt-CAM: A Simpler Interpretable Transformer for Fine-Grained AnalysisCode2
Polynomial Threshold Functions of Bounded Tree-Width: Some Explainability and Complexity Aspects—0
Explainable Federated Bayesian Causal Inference and Its Application in Advanced ManufacturingCode0
Integrating Explainable AI for Effective Malware Detection in Encrypted Network Traffic—0
Found in Translation: semantic approaches for enhancing AI interpretability in face verification—0
Leveraging Explainable AI for LLM Text Attribution: Differentiating Human-Written and Multiple LLMs-Generated Text—0
Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity—0
FitCF: A Framework for Automatic Feature Importance-guided Counterfactual Example GenerationCode0
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