Providing Information by Resource-Constrained Data Analysis
The collaborative research center SFB876 brings together data mining and embedded systems. On the one hand, embedded systems can be further improved using machine learning. On the other hand, data mining algorithms can be realized in hardware, e.g. FPGAs, or run on GPGPUs. The restrictions of ubiquitous systems in computing power, memory, and energy demand new algorithms for known learning tasks. These resource bounded learning algorithms may also be applied on extremely large data bases on servers.
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Contact Information
Dr. Jens Buß
TU Dortmund University
Lamarr Institute for Machine Learning and Artificial Intelligence
Joseph-von-Fraunhofer-Straße 25
44227 Dortmund
Phone: +49 (0)231 755-5104
Mail: jens.busstu-dortmundde