Liu, ShusenMaljovec, DanWang, BeiBremer, Peer-TimoPascucci, ValerioR. Borgo and F. Ganovelli and I. Viola2015-05-242015-05-242015https://doi.org/10.2312/eurovisstar.20151115Massive simulations and arrays of sensing devices, in combination with increasing computing resources, have generated large, complex, high-dimensional datasets used to study phenomena across numerous fields of study. Visualization plays an important role in exploring such datasets. We provide a comprehensive survey of advances in high-dimensional data visualization over the past 15 years. We aim at providing actionable guidance for data practitioners to navigate through a modular view of the recent advances, allowing the creation of new visualizations along the enriched information visualization pipeline and identifying future opportunities for visualization research.I.3.3 [Computer Graphics]Picture/Image GenerationLine and curve generationVisualizing High-Dimensional Data: Advances in the Past Decade10.2312/eurovisstar.20151115127-147