Using competency questions to select optimal clustering structures for residential energy consumption patterns
Machine Learning
2020-06-02 v1 Machine Learning
Abstract
During cluster analysis domain experts and visual analysis are frequently relied on to identify the optimal clustering structure. This process tends to be adhoc, subjective and difficult to reproduce. This work shows how competency questions can be used to formalise expert knowledge and application requirements for context specific evaluation of a clustering application in the residential energy consumption sector.
Keywords
Cite
@article{arxiv.2006.00934,
title = {Using competency questions to select optimal clustering structures for residential energy consumption patterns},
author = {Wiebke Toussaint and Deshendran Moodley},
journal= {arXiv preprint arXiv:2006.00934},
year = {2020}
}
Comments
4 pages, Machine Learning in Real Life Workshop at ICLR 2020