Combining Subgroup Discovery and Clustering to Identify Diverse Subpopulations in Cohort Study Data. - Uli Niemann; Myra Spiliopoulou; Bernhard Preim; Till Ittermann; Henry Völzke (CBMS, 2017)

ICE: Interactive Classification Rule Exploration on Epidemiological Data. - Miro Schleicher; Till Ittermann; Uli Niemann; Henry Völzke; Myra Spiliopoulou (CBMS, 2017)

Visual Analytics of Missing Data in Epidemiological Cohort Studies. - Shiva Alemzadeh; Uli Niemann; Till Ittermann; Henry Völzke; Daniel Schneider; Myra Spiliopoulou; Bernhard Preim (VCBM, 2017)

Subpopulation Discovery and Validation in Epidemiological Data. - Shiva Alemzadeh; Tommy Hielscher; Uli Niemann; Lena Cibulski; Till Ittermann; Henry Völzke; Myra Spiliopoulou; Bernhard Preim (EuroVA@EuroVis, 2017)

Visual Subpopulation Discovery and Validation in Cohort Study Data. - Shiva Alemzadeh; Tommy Hielscher; Uli Niemann; Lena Cibulski; Till Ittermann; Henry Völzke; Myra Spiliopoulou; Bernhard Preim (CoRR, 2017)

A framework for expert-driven subpopulation discovery and evaluation using subspace clustering for epidemiological data. - Tommy Hielscher; Uli Niemann; Bernhard Preim; Henry Völzke; Till Ittermann; Myra Spiliopoulou (Expert Syst. Appl., 2018)

Visual Analytics for Epidemiology. - Bernhard Preim; Shiva Alemzadeh; Till Ittermann; Paul Klemm; Uli Niemann; Myra Spiliopoulou (Eurographics (Dirk Bartz Prize), 2019)

Visual Analysis of Missing Values in Longitudinal Cohort Study Data. - Shiva Alemzadeh; Uli Niemann; Till Ittermann; Henry Völzke; Daniel Schneider; Myra Spiliopoulou; Katja Bühler; Bernhard Preim (Comput. Graph. Forum, 2020)

Semi-supervised Learning with Pairwise Instance Comparisons for Medical Instance Classification. - Anne Rother; Till Ittermann; Myra Spiliopoulou (IDA, 2025)

Mapping Mental Models of Uncertainty to Parallel Coordinates by Probabilistic Brushing. - Gabriel Borrelli; Till Ittermann; Lars Linsen (Comput. Graph. Forum, 2025)