How to Do Machine Learning with Small Data? -- A Review from an Industrial Perspective

Artificial intelligence experienced a technological breakthrough in science, industry, and everyday life in the recent few decades. The advancements can be credited to the ever-increasing availability and miniaturization of computational resources that resulted in exponential data growth. However, b...

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Veröffentlicht in:	arXiv.org 2023-11
Hauptverfasser:	Kraljevski, Ivan, Ju, Yong Chul, Ivanov, Dmitrij, Tschöpe, Constanze, Wolff, Matthias
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial intelligence Big Data Data acquisition Data science Industrial applications Machine learning Missing data Task complexity Taxonomy
Online-Zugang:	Volltext
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