Visual Analytics in Explaining Neural Networks with Neuron Clustering

Deep learning (DL) models have achieved state-of-the-art performance in many domains. The interpretation of their working mechanisms and decision-making process is essential because of their complex structure and black-box nature, especially for sensitive domains such as healthcare. Visual analytics...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής

Κύριοι συγγραφείς:	Gulsum Alicioglu, Bo Sun
Μορφή:	Artigo
Γλώσσα:	Inglês
Έκδοση:	MDPI AG 2024-04-01
Σειρά:	AI
Θέματα:	black-box models visual clutter interpretable machine learning neural network visual analytics
Διαθέσιμο Online:	https://www.mdpi.com/2673-2688/5/2/23
Ετικέτες:	Προσθήκη ετικέτας Δεν υπάρχουν, Καταχωρήστε ετικέτα πρώτοι!