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  • P314 - INFORMATIK 2021 - Computer Science & Sustainability
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A meta analysis of the status of AI in environmental computer science 

INFORMATIK 2021 Sinwell, Lukas; Bruns, Julian; Budde, Matthias; Abecker, Andreas
Artificial Intelligence is hyped as one of the key enablers of the future which will help to solve key challenges of humanity. The research field which already addresses many of those challenges is Environmental (Computer) Science. Therefore, it seems like a natural fit to combine both fields. AI can provide algorithms ...

Spatial Interpolation of Air Quality Data with Multidimensional Gaussian Processes 

INFORMATIK 2021 Tremper, Paul; Till Riedel; Budde, Matthias
The central question of this paper is whether interpolation techniques applied to a distributed sensor network can indeed provide more information than using the constant background of an urban reference station to measure air pollution. We compare different interpolation techniques based on temporal-spatial machine ...

Integration von KI-Algorithmen in Umweltinformationssysteme mittels SensorThings API 

INFORMATIK 2021 Hertweck, Philipp; van der Schaaf, Hylke; Hilbring, Desiree; Weis, Jonas; Liesch, Tanja; Budde, Matthias
Künstliche Intelligenz oder Maschinelles Lernen wird zunehmend in der Umweltdomäne eingesetzt. Eine offene Frage dabei ist, wie entwickelte Algorithmen flexibel in Umweltinformationsysteme integriert werden können. Dieser Artikel befasst sich mit dieser Frage und untersucht den Einsatz des offenen Standards SensorThings ...

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Author

Budde, Matthias (3)
Abecker, Andreas (1)Bruns, Julian (1)Hertweck, Philipp (1)Hilbring, Desiree (1)Liesch, Tanja (1)Sinwell, Lukas (1)Till Riedel (1)Tremper, Paul (1)van der Schaaf, Hylke (1)... View More

Subject

AI (1)Air Quality (1)Algorithmenintegration (1)Computational Sustainability (1)Container (1)Docker (1)Environmental Computer Science (1)Gaussian Process Regression (1)Künstliche Intelligenz (1)Meta Analysis (1)... View More

Date Issued

2021 (3)

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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.