Philipp Kranen

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

MOA: Massive Online Analysis, a framework for stream classification and clustering.

Albert Bifet, Geoffrey Holmes, Bernhard Pfahringer et al. · RWTH Publications (RWTH Aachen) · 2010 · 215 citations · Full text

An effective evaluation measure for clustering on evolving data streams

Hardy Kremer, Philipp Kranen, Timm Jansen et al. · 2011 · 98 citations

Cluster Computing, Engineering, Streaming Algorithm +19

Self-Adaptive Anytime Stream Clustering

Philipp Kranen, Ira Assent, Corinna Baldauf et al. · 2009 · 72 citations

Cluster Computing, Data Stream, Engineering +15

Efficient EMD-based similarity search in multimedia databases via flexible dimensionality reduction

Marc Wichterich, Ira Assent, Philipp Kranen et al. · 2008 · 55 citations

Engineering, Machine Learning, Image Retrieval +20