Context-aware device self-configuration using self-organizing maps

  title={Context-aware device self-configuration using self-organizing maps},
  author={Leonid Batyuk and Christian Scheel and Seyit Ahmet Çamtepe and Sahin Albayrak},
  booktitle={OC '11},
Modern mobile computing devices are versatile, but bring the burden of constant settings adjustment according to the current conditions of the environment. While until today, this task has to be accomplished by the human user, the variety of sensors usually deployed in such a handset provides enough data for autonomous self-configuration by a learning, adaptive system. However, this data is not fully available at certain points in time, or can contain false values. Handling potentially… CONTINUE READING
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Publications referenced by this paper.

Self-Organizing Maps, volume 30 of Springer Series in Information Sciences

  • T. Kohonen
  • Springer-Verlag, Third edition,
  • 2001
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