Ira Assent

On the evaluation of unsupervised outlier detection: measures, datasets, and an empirical study

Guilherme O. Campos, Arthur Zimek, Jörg Sander et al. · Data Mining and Knowledge Discovery · 2016 · 732 citations · Full text

Computing, Computer Science, Data Science +14

The ClusTree: indexing micro-clusters for anytime stream mining

Philipp Kranen, Ira Assent, Corinna Baldauf et al. · Knowledge and Information Systems · 2010 · 263 citations

Computing, Data Science, Cluster Computing +13

Evaluating clustering in subspace projections of high dimensional data

Emmanuel Müller, Stephan Günnemann, Ira Assent et al. · Proceedings of the VLDB Endowment · 2009 · 244 citations

Computing, Computer Science, Data Science +13

Clustering high dimensional data

Ira Assent · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2012 · 176 citations

Computing, Computer Science, Data Mining +9

DUSC: Dimensionality Unbiased Subspace Clustering

Ira Assent, Ralph Krieger, Emmanuel Müller et al. · 2007 · 124 citations

Computing, Computer Science, Data Science +15