Theory-Guided Deep Learning Algorithms: An Experimental Evaluation

The use of theory-based knowledge in machine learning models has a major impact on many engineering and physics problems. The growth of deep learning algorithms is closely related to an increasing demand for data that is not acceptable or available in many use cases. In this context, the incorporati...

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Veröffentlicht in:	Electronics (Basel) 2022-09, Vol.11 (18), p.2850
Hauptverfasser:	Monaco, Simone, Apiletti, Daniele, Malnati, Giovanni
Format:	Artikel
Sprache:	eng
Schlagworte:	Algebra Algorithms Context Data mining Data science Deep learning Knowledge representation Machine learning Methods
Online-Zugang:	Volltext
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