Atzmueller, M. & Mueller, J.
(2013):
Subgroup Analytics and Interactive Assessment on Ubiquitous Data.
In: Mining Ubiquitous and Social Environments Workshop at European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECMLPKDD 2013, Prague, Czech Republic - September 23-27, 2013. Proceedings,
Kassel, Germany.
[Volltext]
[Kurzfassung] [BibTeX][Endnote]
This paper applies subgroup discovery for obtaining interesting descriptive
atterns in ubiquitous data. Furthermore, we provide a novel graph-based
nalysis approach for assessing the relations between the obtained
ubgroup set, and for ranking subgroups according to their relationships
o other subgroups. We present and discuss first results utilizing
eal-world data, given by noise measurements with associated subjective
erceptions and a set of tags describing the semantic context.
@inproceedings{atzmueller2013subgroup,
author = {Atzmueller, Martin and Mueller, Juergen},
title = {Subgroup Analytics and Interactive Assessment on Ubiquitous Data},
booktitle = {Mining Ubiquitous and Social Environments Workshop at European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECMLPKDD 2013, Prague, Czech Republic -- September 23-27, 2013. Proceedings},
address = {Kassel, Germany},
year = {2013},
pages = {19--27},
url = {http://www.kde.cs.uni-kassel.de/ws/muse2013/#proceedings},
keywords = {2013, ECMLPKDD, EveryAware, Springer, inproceedings, iteg, itegpub, l3s},
abstract = {This paper applies subgroup discovery for obtaining interesting descriptive
atterns in ubiquitous data. Furthermore, we provide a novel graph-based
nalysis approach for assessing the relations between the obtained
ubgroup set, and for ranking subgroups according to their relationships
o other subgroups. We present and discuss first results utilizing
eal-world data, given by noise measurements with associated subjective
erceptions and a set of tags describing the semantic context.}
}
%0 = inproceedings
%A = Atzmueller, Martin and Mueller, Juergen
%B = Mining Ubiquitous and Social Environments Workshop at European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECMLPKDD 2013, Prague, Czech Republic -- September 23-27, 2013. Proceedings
%C = Kassel, Germany
%D = 2013
%T = Subgroup Analytics and Interactive Assessment on Ubiquitous Data
%U = http://www.kde.cs.uni-kassel.de/ws/muse2013/#proceedings