Detail publikace

Behavioral Patterns Identification in Smart-Home Application

VĚCHET, S. HRBÁČEK, J. RŮŽIČKA, M. MAŠEK, P. KREJSA, J.

Originální název

Behavioral Patterns Identification in Smart-Home Application

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

Detection of behavioral patterns in human everyday life is main idea behind self-learning control system used for controling of a thermostat in a smart house. We use a probabilistic naive Bayessian filter in long-term experiments to recognize patterns in human behaviour. Such patterns are used in the control system to automatically adjusting a temperature in experimental room. The main advantage of such method is no needs for manual setup, the control system is naturally self-learned from the user.

Klíčová slova

Pattern recognition, Naive Bayessian Filter, Machine learning, Smart thermostat.

Autoři

VĚCHET, S.; HRBÁČEK, J.; RŮŽIČKA, M.; MAŠEK, P.; KREJSA, J.

Vydáno

8. 6. 2016

Nakladatel

Brno University of Technology

Místo

Brno

ISBN

978-80-214-5365-4

Kniha

Mender 2016 - 22nd International Conference on Soft Computing

Strany od

149

Strany do

152

Strany počet

4

BibTex

@inproceedings{BUT127362,
  author="Stanislav {Věchet} and Jan {Hrbáček} and Michal {Růžička} and Petr {Mašek} and Jiří {Krejsa}",
  title="Behavioral Patterns Identification in Smart-Home Application",
  booktitle="Mender 2016 - 22nd International Conference on Soft Computing",
  year="2016",
  pages="149--152",
  publisher="Brno University of Technology",
  address="Brno",
  isbn="978-80-214-5365-4"
}