IEEE - Institute of Electrical and Electronics Engineers, Inc. - New parallel support vector regression for predicting building energy consumption

2011 Ieee Symposium On Computational Intelligence In Multicriteria Decision-Making - Part Of 17273 - 2011 Ssci

Author(s): Hai-xiang Zhao ; Magoules, F.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 April 2011
Conference Location: Paris, France, France
Conference Date: 11 April 2011
Page(s): 14 - 21
ISBN (CD): 978-1-61284-067-3
ISBN (Electronic): 978-1-61284-069-7
ISBN (Paper): 978-1-61284-068-0
DOI: 10.1109/SMDCM.2011.5949289
Regular:

One challenge of predicting building energy consumption is to accelerate model training when the dataset is very large. This paper proposes an efficient parallel implementation of support vector... View More

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