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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
15092009
Density‐based clustering
HP Kriegel, P Kröger, J Sander, A Zimek
Wiley interdisciplinary reviews: data mining and knowledge discovery 1 (3 …, 2011
12752011
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
11762008
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
11012012
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
8912015
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
8892016
LoOP: local outlier probabilities
HP Kriegel, P Kröger, E Schubert, A Zimek
Proceedings of the 18th ACM conference on Information and knowledge …, 2009
7272009
Outlier detection in axis-parallel subspaces of high dimensional data
HP Kriegel, P Kröger, E Schubert, A Zimek
Advances in Knowledge Discovery and Data Mining: 13th Pacific-Asia …, 2009
4322009
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, 190-237, 2014
3962014
Interpreting and Unifying Outlier Scores
HP Kriegel, P Kröger, E Schubert, A Zimek
11th SIAM International Conference on Data Mining (SDM), Mesa, AZ, 2011
3862011
Can shared-neighbor distances defeat the curse of dimensionality?
ME Houle, HP Kriegel, P Kröger, E Schubert, A Zimek
Scientific and Statistical Database Management: 22nd International …, 2010
3692010
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
3582014
Density-Based Clustering Validation
D Moulavi, PA Jaskowiak, RJGB Campello, A Zimek, J Sander
Proceedings of the 14th SIAM International Conference on Data Mining, 839-847, 2014
3542014
Outlier Detection Techniques
HP Kriegel, P Kröger, A Zimek
10th SIAM International Conference on Data Mining (SDM 2010), Columbus, OH …, 2010
3232010
The (black) art of runtime evaluation: Are we comparing algorithms or implementations?
HP Kriegel, E Schubert, A Zimek
Knowledge and Information Systems 52, 341-378, 2017
3082017
Future trends in data mining
HP Kriegel, KM Borgwardt, P Kröger, A Pryakhin, M Schubert, A Zimek
Data Mining and Knowledge Discovery 15, 87-97, 2007
2742007
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
2452013
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
2382004
There and back again: Outlier detection between statistical reasoning and data mining algorithms
A Zimek, P Filzmoser
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 8 (6 …, 2018
2342018
On Evaluation of Outlier Rankings and Outlier Scores
E Schubert, R Wojdanowski, A Zimek, HP Kriegel
SDM, 2012
2222012
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Articles 1–20