IEEE - Institute of Electrical and Electronics Engineers, Inc. - Human behavior prediction for smart homes using deep learning

2013 IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN)

Author(s): Sungjoon Choi ; Eunwoo Kim ; Songhwai Oh
Sponsor(s): IEEE Robot. Autom. Soc.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 August 2013
Conference Location: Gyeongju, South Korea
Conference Date: 26 August 2013
Page(s): 173 - 179
ISBN (Electronic): 978-1-4799-0509-6
ISSN (Paper): 1944-9445
DOI: 10.1109/ROMAN.2013.6628440
Regular:

There is a growing interest in smart homes and predicting behaviors of inhabitants is a key element for the success of smart home services. In this paper, we propose two algorithms, DBN-ANN and... View More

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