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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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Showing 301–325 of 1041 papers

TitleStatusHype
Local Universal Explainer (LUX) -- a rule-based explainer with factual, counterfactual and visual explanationsCode1
Reputation-Based Federated Learning Defense to Mitigate Threats in EEG Signal Classification—0
Explaining Interactions Between Text SpansCode0
IoTGeM: Generalizable Models for Behaviour-Based IoT Attack DetectionCode1
XAI Benchmark for Visual Explanation—0
The Thousand Faces of Explainable AI Along the Machine Learning Life Cycle: Industrial Reality and Current State of Research—0
In-Context Explainers: Harnessing LLMs for Explaining Black Box ModelsCode1
Extending CAM-based XAI methods for Remote Sensing Imagery SegmentationCode1
Trainable Noise Model as an XAI evaluation method: application on Sobol for remote sensing image segmentationCode1
Refutation of Shapley Values for XAI -- Additional Evidence—0
Sampling - Variational Auto Encoder - Ensemble: In the Quest of Explainable Artificial Intelligence—0
Explaining Predictive Uncertainty with Information Theoretic Shapley ValuesCode1
Explainable Artificial Intelligence for Drug Discovery and Development -- A Comprehensive Survey—0
From Classification to Segmentation with Explainable AI: A Study on Crack Detection and Growth Monitoring—0
Correlation between morphological evolution of splashing drop and exerted impact force revealed by interpretation of explainable artificial intelligence—0
The role of causality in explainable artificial intelligence—0
Evaluation of Human-Understandability of Global Model Explanations using Decision Tree—0
A Co-design Study for Multi-Stakeholder Job Recommender System ExplanationsCode0
Insights Into the Inner Workings of Transformer Models for Protein Function PredictionCode1
Beyond XAI:Obstacles Towards Responsible AI—0
A Context-Sensitive Approach to XAI in Music Performance—0
Natural Example-Based Explainability: a Survey—0
An explainable three dimension framework to uncover learning patterns: A unified look in variable sulci recognitionCode0
Interpretable Medical Imagery Diagnosis with Self-Attentive Transformers: A Review of Explainable AI for Health Care—0
Leveraging Learning Metrics for Improved Federated Learning—0
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