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 · 714 citations · Full text

Anomaly Detection, Empirical Study, Data Science +10

The ClusTree: indexing micro-clusters for anytime stream mining

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

Stream Processing, Cluster Computing, Engineering +8

Evaluating clustering in subspace projections of high dimensional data

Emmanuel Müller, Stephan Günnemann, Ira Assent et al. · Proceedings of the VLDB Endowment · 2009 · 243 citations

Cluster Computing, High Dimensional Data, Machine Learning +13

Clustering high dimensional data

Ira Assent · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2012 · 173 citations

Engineering, Machine Learning, Mining Methods +20

DUSC: Dimensionality Unbiased Subspace Clustering

Ira Assent, Ralph Krieger, Emmanuel Müller et al. · 2007 · 123 citations

Cluster Computing, Dimensionality Bias, Document Clustering +14