Auflistung nach Autor:in "Runkler, Thomas"
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- KonferenzbeitragA CEP technology stack for situation recognition on the gumstix embedded controller(INFORMATIK 2013 – Informatik angepasst an Mensch, Organisation und Umwelt, 2013) Grimm, Stephan; Hubauer, Thomas; Runkler, Thomas; Pachajoa, Carlos; Rempe, Felix; Seravalli, Marco; Neumann, PhilippSemantic technologies – especially for symbolic reasoning and complex event processing – are particularly interesting to be employed on embedded controllers for various industrial applications such as diagnostics of technical devices to reason about sensor events. However, these technologies are typically tailored towards common PC infrastructure and are thus not readily available on embedded platforms. In this paper, we present a proof-of-concept implementation of a technology stack for semantic complex event processing on the Gumstix embedded platform and report on first experimental results about memory consumption.
- ZeitschriftenartikelRecurrent Neural Networks for Industrial Procurement Decisions(KI - Künstliche Intelligenz: Vol. 26, No. 4, 2012) Zimmermann, Hans-Georg; Tietz, Christoph; Grothmann, Ralph; Runkler, ThomasRational decisions are based upon forecasts. Precise forecasting has therefore a central role in business. The prediction of commodity prices or the prediction of energy load curves are prime examples. We introduce recurrent neural networks to model economic or industrial dynamic systems.