A Practical Tutorial on Explainable AI Techniques

The past years have been characterized by an upsurge in opaque automatic decision support systems, such as Deep Neural Networks (DNNs). Although DNNs have great generalization and prediction abilities, it is difficult to obtain detailed explanations for their behavior. As opaque Machine Learning mod...

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Bibliographic Details
Published in:	ACM computing surveys 2025-02, Vol.57 (2), p.1-44, Article 50
Main Authors:	Bennetot, Adrien, Donadello, Ivan, El Qadi El Haouari, Ayoub, Dragoni, Mauro, Frossard, Thomas, Wagner, Benedikt, Sarranti, Anna, Tulli, Silvia, Trocan, Maria, Chatila, Raja, Holzinger, Andreas, Davila Garcez, Artur, Díaz-Rodríguez, Natalia
Format:	Article
Language:	English
Subjects:	Artificial intelligence Artificial neural networks Computer systems organization Decision support systems Embedded systems Explainable artificial intelligence Machine learning Network reliability Networks Redundancy Robotics
Citations:	Items that this one cites Items that cite this one
Online Access:	Get full text
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