Publications

The following publications accompanied the given releases. Please use one of these publications, according to the release you are using, for citing ELKI to give credit. Thank you. For other papers using or referencing ELKI, see our references.

[ELKI 0.7]

Erich Schubert, Andreas Koos, Tobias Emrich, Andreas Züfle, Klaus Arthur Schmid, Arthur Zimek:
A Framework for Clustering Uncertain Data.
Proceedings of the VLDB Endowment, 8(12): 1976–1979, 2015.
[ EE (VLDB) | Bibtex (DBLP) ]

[ELKI 0.6]

Elke Achtert, Hans-Peter Kriegel, Erich Schubert, Arthur Zimek:
Interactive Data Mining with 3D-Parallel-Coordinate-Trees.
Proceedings of the ACM International Conference on Management of Data (SIGMOD), New York City, NY, 2013.
[ EE (ACM) | Bibtex (DBLP) ]

[ELKI 0.5]

Elke Achtert, Sascha Goldhofer, Hans-Peter Kriegel, Erich Schubert, Arthur Zimek:
Evaluation of Clusterings – Metrics and Visual Support.
Proceedings of the 28th International Conference on Data Engineering (ICDE), Washington, DC, 2012.
[ EE (IEEE computer society) | Bibtex (DBLP) ]

[ELKI 0.4]

Elke Achtert, Ahmed Hettab, Hans-Peter Kriegel, Erich Schubert, Arthur Zimek:
Spatial Outlier Detection: Data, Algorithms, Visualizations.
12th International Symposium on Spatial and Temporal Databases (SSTD), Minneapolis, MN, 2011.
[ EE (springerlink) | Best Demonstration Paper Award (pdf) | Bibtex (DBLP) ]

[ELKI 0.3]

Elke Achtert, Hans-Peter Kriegel, Lisa Reichert, Erich Schubert, Remigius Wojdanowski, Arthur Zimek:
Visual Evaluation of Outlier Detection Models.
15th International Conference on Database Systems for Advanced Applications (DASFAA 2010), Tsukuba, Japan, 2010.
[ EE (springerlink) | poster (pdf) | Bibtex (DBLP) ]

[ELKI 0.2]

Elke Achtert, Thomas Bernecker, Hans-Peter Kriegel, Erich Schubert, Arthur Zimek:
ELKI in Time: ELKI 0.2 for the Performance Evaluation of Distance Measures for Time Series.
11th International Symposium on Spatial and Temporal Databases (SSTD 2009), Aalborg, Denmark, 2009.
[ EE (springerlink) | poster (pdf) | Bibtex (DBLP) ]

[ELKI 0.1]

Elke Achtert, Hans-Peter Kriegel, Arthur Zimek:
ELKI: A Software System for Evaluation of Subspace Clustering Algorithms.
20th International Conference on Scientific and Statistical Database Management (SSDBM 2008), Hong Kong, China, 2008.
[ EE (springerlink) | poster (pdf) | Bibtex (DBLP) ]