Comparison of integrated clustering methods for accurate and stable prediction of building energy consumption data

Clustering methods are often used to model energy consumption for two reasons. First, clustering is often used to process data and to improve the predictive accuracy of subsequent energy models. Second, stable clusters that are reproducible with respect to non-essential changes can be used to group,...

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Bibliographic Details
Main Author: Hsu, Yuin-Jen David
Other Authors: Massachusetts Institute of Technology. Department of Urban Studies and Planning
Format: Article
Published: Elsevier 2019
Online Access:http://hdl.handle.net/1721.1/120459
https://orcid.org/0000-0003-1108-9656