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Research Output 2004 2019

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Review
2018
57 Downloads (Pure)

There and back again: Outlier detection between statistical reasoning and data mining algorithms

Zimek, A. & Filzmoser, P., 1. Nov 2018, In : Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery. 8, 6, 26 p., e1280.

Research output: Contribution to journalReviewResearchpeer-review

Open Access
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data mining
outlier
detection
method
2013

A survey on enhanced subspace clustering

Sim, K., Gopalkrishnan, V., Zimek, A. & Cong, G., Mar 2013, In : Data Mining and Knowledge Discovery. 26, 2, p. 332-397

Research output: Contribution to journalReviewResearchpeer-review

Clustering algorithms
2012

A survey on unsupervised outlier detection in high-dimensional numerical data

Zimek, A., Schubert, E. & Kriegel, H. P., Oct 2012, In : Statistical Analysis and Data Mining. 5, 5, p. 363-387

Research output: Contribution to journalReviewResearchpeer-review

Data mining
2011

Density-based clustering

Kriegel, H. P., Kröger, P., Sander, J. & Zimek, A., May 2011, In : Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery. 1, 3, p. 231-240

Research output: Contribution to journalReviewResearchpeer-review

2009

Clustering high-dimensional data: A survey on subspace clustering, pattern-based clustering, and correlation clustering

Kriegel, H. P., Kröger, P. & Zimek, A., Mar 2009, In : ACM Transactions on Knowledge Discovery from Data. 3, 1, 58 p., 1.

Research output: Contribution to journalReviewResearchpeer-review

Data mining