Arthur Zimek
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Clustering high-dimensional data: A survey on subspace clustering, pattern-based clustering, and correlation clustering
HP Kriegel, P Kröger, A Zimek
Acm transactions on knowledge discovery from data (tkdd) 3 (1), 1-58, 2009
12242009
Density‐based clustering
HP Kriegel, P Kröger, J Sander, A Zimek
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 1 (3 …, 2011
6842011
Angle-based outlier detection in high-dimensional data
HP Kriegel, M Schubert, A Zimek
Proceeding of the 14th ACM SIGKDD international conference on Knowledge …, 2008
6592008
A survey on unsupervised outlier detection in high‐dimensional numerical data
A Zimek, E Schubert, HP Kriegel
Statistical Analysis and Data Mining: The ASA Data Science Journal 5 (5 …, 2012
6052012
LoOP: local outlier probabilities
HP Kriegel, P Kröger, E Schubert, A Zimek
Proceedings of the 18th ACM conference on Information and knowledge …, 2009
4432009
On the evaluation of unsupervised outlier detection: measures, datasets, and an empirical study
GO Campos, A Zimek, J Sander, RJGB Campello, B Micenková, ...
Data Mining and Knowledge Discovery 30 (4), 891-927, 2016
3682016
Hierarchical density estimates for data clustering, visualization, and outlier detection
RJGB Campello, D Moulavi, A Zimek, J Sander
ACM Transactions on Knowledge Discovery from Data (TKDD) 10 (1), 1-51, 2015
3212015
Can shared-neighbor distances defeat the curse of dimensionality?
ME Houle, HP Kriegel, P Kröger, E Schubert, A Zimek
International Conference on Scientific and Statistical Database Management …, 2010
2692010
Outlier Detection Techniques
HP Kriegel, P Kröger, A Zimek
10th SIAM International Conference on Data Mining (SDM 2010), Columbus, OH …, 2010
2672010
Local outlier detection reconsidered: a generalized view on locality with applications to spatial, video, and network outlier detection
E Schubert, A Zimek, HP Kriegel
Data mining and knowledge discovery 28 (1), 190-237, 2014
2592014
Outlier detection in axis-parallel subspaces of high dimensional data
HP Kriegel, P Kröger, E Schubert, A Zimek
Pacific-asia conference on knowledge discovery and data mining, 831-838, 2009
2412009
Interpreting and Unifying Outlier Scores
HP Kriegel, P Kröger, E Schubert, A Zimek
11th SIAM International Conference on Data Mining (SDM), Mesa, AZ, 2011
2332011
Ensembles for unsupervised outlier detection: challenges and research questions a position paper
A Zimek, RJGB Campello, J Sander
Acm Sigkdd Explorations Newsletter 15 (1), 11-22, 2014
2302014
Future trends in data mining
HP Kriegel, KM Borgwardt, P Kröger, A Pryakhin, M Schubert, A Zimek
Data Mining and Knowledge Discovery 15 (1), 87-97, 2007
2212007
Computing clusters of correlation connected objects
C Böhm, K Kailing, P Kröger, A Zimek
Proceedings of the 2004 ACM SIGMOD international conference on Management of …, 2004
2092004
A survey on enhanced subspace clustering
K Sim, V Gopalkrishnan, A Zimek, G Cong
Data mining and knowledge discovery 26 (2), 332-397, 2013
1632013
On Evaluation of Outlier Rankings and Outlier Scores
E Schubert, R Wojdanowski, A Zimek, HP Kriegel
SDM, 2012
1572012
A framework for clustering uncertain data
E Schubert, A Koos, T Emrich, A Züfle, KA Schmid, A Zimek
Proceedings of the VLDB Endowment 8 (12), 1976-1979, 2015
1562015
Subsampling for efficient and effective unsupervised outlier detection ensembles
A Zimek, M Gaudet, RJGB Campello, J Sander
Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013
1532013
Generalized outlier detection with flexible kernel density estimates
E Schubert, A Zimek, HP Kriegel
Proceedings of the 2014 SIAM International Conference on Data Mining, 542-550, 2014
1422014
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