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Explainable Artificial Intelligence : Third World Conference, xAI 2025, Istanbul, Turkey, July 9–11, 2025, Proceedings, Part II
Mitwirkende(r): Resource type: Ressourcentyp: Buch (Online)Buch (Online)Sprache: Englisch Reihen: Communications in Computer and Information Science; Artificial Intelligence (R0)Verlag: Cham : Springer Nature : Springer [Imprint], 2025Beschreibung: 1 Online-Ressource (1 electronic resource 438 p.)ISBN:- 9783032083234
- 9783032083241
- Computing and Information Technology
- Computer hardware
- Network hardware
- Applied computing
- Computer science
- Artificial intelligence
- Natural language and machine translation
- Ante-hoc approaches for interpretability
- Argumentative-based approaches for explanations
- Artificial Intelligence
- Auto-encoders & explainability of latent spaces
- Black-boxes vs white-boxes
- Case-based explanations for AI systems
- Causal inference & explanations
- Decomposition of neural network-based models for XAI
- Graph neural networks for explainability
- Interpretable machine learning
- Interpretable representational learning
- Interpreting & explaining Convolutional Neural Networks
- Machine Learning
- Model-specific vs model-agnostic methods for XAI
- Natural language processing for explanations
- Neuro-symbolic reasoning for XAI
- Open Access
- Post-hoc methods for explainability
- Pruning methods with XAI
- eXplainable Artificial Intelligence
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