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Explainable Artificial Intelligence

This open access five-volume set constitutes the refereed proceedings of the Second World Conference on Explainable Artificial Intelligence, xAI 2025, held in Istanbul, Turkey, during July 2025. The 96 revised full papers presented in these proceedings were carefully reviewed and selected from 224 s...

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Format: Online
Sprog:engelsk
Udgivet: Springer Nature 2025
Fag:
Open Access
eXplainable Artificial Intelligence
Artificial Intelligence
Machine learning
Interpretable machine learning
Causal inference & explanations
Ante-hoc approaches for interpretability
Argumentative-based approaches for explanations
Auto-encoders & explainability of latent spaces
Black-boxes vs white-boxes
Case-based explanations for AI systems
Decomposition of neural network-based models for XAI
Graph neural networks for explainability
Interpreting & explaining Convolutional Neural Networks
Interpretable representational learning
Model-specific vs model-agnostic methods for XAI
Neuro-symbolic reasoning for XAI
Natural language processing for explanations
Pruning methods with XAI
Post-hoc methods for explainability
thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence
thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQL Natural language and machine translation
thema EDItEUR::U Computing and Information Technology::UX Applied computing
thema EDItEUR::U Computing and Information Technology::UK Computer hardware::UKN Network hardware
Online adgang:ONIX_20251128T131701_9783032083302_23
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