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Industrial Analytics: Methodiken und Datensysteme für das Industrial Internet (IIoT) 

Datenbanksysteme für Business, Technologie und Web (BTW 2017) Mönch, Eddie
An einem breiten Spektrum von Kundenbeispielen vom Schi sdiesel über Ka eemaschinen bis hin zum Industrieroboter wird aufgezeigt, dass im Bereich Analytics von Industrial Internet of Things (IIoT) Anwendungen der Data Scientist ohne den Domainexperten nicht zu befriedigenden Ergebnissen kommen kann. Die Kundenbeispiele ...

Deep Learning in palynology 

41. GIL-Jahrestagung, Informations- und Kommunikationstechnologie in kritischen Zeiten Viertel, Philipp; König, Matthias
In this work, we will show a use case for visual pollen classification from honey samples. We discuss the current state of the art in pollen analysis, highlight the importance of data quantity and quality, and elaborate on how to transfer promising Deep Learning methods to the analysis of honey samples. A first experiment ...

The Impact of Domain Knowledge on Applying Machine Learning Methods to Exoplanet Detection 

SKILL 2021 Nguyen, The-Gia Leo
Exoplanets do not emit electromagnetic waves which makes it challenging to detect them. Based on transit photometry, we trained a neural network on NASA Kepler space telescope data to detect exoplanets based on light intensity curves. We showcase, that with a well designed data pipeline, a small neural network is sufficient ...

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Author

König, Matthias (1)Mönch, Eddie (1)Nguyen, The-Gia Leo (1)Viertel, Philipp (1)

Subject

Deep Learning (3)
Machine Learning (3)
Analytics (1)Artificial Intelligence (1)Astrophysics (1)Automation (1)Big Data (1)Cognitive Computing (1)Exoplanets (1)Industrial Internet of Things (1)... View More

Date Issued

2021 (2)2017 (1)

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Yes (3)

About uns | FAQ | Help | Imprint | Datenschutz

Gesellschaft für Informatik e.V. (GI), Kontakt: Geschäftsstelle der GI
Diese Digital Library basiert auf DSpace.