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-dimensional data, clustering, scalar- topology, visual analytics. ACM CCS: Human-centered computing → Visualization → Visualization application domains→ Visual analytics, Computing methodologies→Machine learning→ Learn- ing paradigms→ Unsupervised learning→ Cluster anal- ysis, Mathematics of computing→ Probability and statis- tics→Probabilistic inference problems→Density estima- tion,Mathematics of computing→Continuousmathemat- ics→ Topology DOI 10.1515/itit-2014-1073 Received July 25, 2014; revised October 30, 2014; accepted Decem- ber 5, 2014 1 Introduction Finding related