DICE: Density-based Interactive Clustering and Exploration
Author:
Abstract
Clustering algorithms are mostly following the pipeline to provide input data, and hyperparameter values. Then the algorithms are executed and the output files are generated or visualized. We provide in our work an early prototype of an interactive density-based clustering tool named DICE in which the users can change the hyperparameter settings and immediately observe the resulting clusters. Further the users can browse through each of the single detected clusters and get statistics regarding as well as a convex hull profile for each cluster. Further DICE keeps track of the chosen settings, enabling the user to review which hyperparameter values have been previously chosen. DICE can not only be used in scientific context of analyzing data, but also in didactic settings in which students can learn in an exploratory fashion how a density-based clustering algorithm like e.g. DBSCAN behaves.
- Citation
- BibTeX
Kazempour, D., Kazakov, M., Kröger, P. & Seidl, T.,
(2019).
DICE: Density-based Interactive Clustering and Exploration.
In:
Grust, T., Naumann, F., Böhm, A., Lehner, W., Härder, T., Rahm, E., Heuer, A., Klettke, M. & Meyer, H.
(Hrsg.),
BTW 2019.
Gesellschaft für Informatik, Bonn.
(S. 547-550).
DOI: 10.18420/btw2019-42
@inproceedings{mci/Kazempour2019,
author = {Kazempour, Daniyal AND Kazakov, Maksim AND Kröger, Peer AND Seidl, Thomas},
title = {DICE: Density-based Interactive Clustering and Exploration},
booktitle = {BTW 2019},
year = {2019},
editor = {Grust, Torsten AND Naumann, Felix AND Böhm, Alexander AND Lehner, Wolfgang AND Härder, Theo AND Rahm, Erhard AND Heuer, Andreas AND Klettke, Meike AND Meyer, Holger} ,
pages = { 547-550 } ,
doi = { 10.18420/btw2019-42 },
publisher = {Gesellschaft für Informatik, Bonn},
address = {}
}
author = {Kazempour, Daniyal AND Kazakov, Maksim AND Kröger, Peer AND Seidl, Thomas},
title = {DICE: Density-based Interactive Clustering and Exploration},
booktitle = {BTW 2019},
year = {2019},
editor = {Grust, Torsten AND Naumann, Felix AND Böhm, Alexander AND Lehner, Wolfgang AND Härder, Theo AND Rahm, Erhard AND Heuer, Andreas AND Klettke, Meike AND Meyer, Holger} ,
pages = { 547-550 } ,
doi = { 10.18420/btw2019-42 },
publisher = {Gesellschaft für Informatik, Bonn},
address = {}
}
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More Info
DOI: 10.18420/btw2019-42
ISBN: 978-3-88579-683-1
ISSN: 1617-5468
xmlui.MetaDataDisplay.field.date: 2019
Language:
(en)
