Semantics of the Black-Box: Can Knowledge Graphs Help Make Deep Learning Systems More Interpretable and Explainable?

The recent series of innovations in deep learning (DL) have shown enormous potential to impact individuals and society, both positively and negatively. DL models utilizing massive computing power and enormous datasets have significantly outperformed prior historical benchmarks on increasingly diffic...

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Veröffentlicht in:	IEEE internet computing Jg. 25; H. 1; S. 51 - 59
Hauptverfasser:	Gaur, Manas, Faldu, Keyur, Sheth, Amit
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	IEEE 01.01.2021
Schlagworte:	Artificial intelligence Computational modeling Computer vision Deep learning Human computer interaction Medical services Natural language processing Semantics
ISSN:	1089-7801, 1941-0131
Online-Zugang:	Volltext
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