title: Visualizing High-Dimensional Data: Advances in the Past Decade.
abstract: Massive 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 that focuses on the past decade. We aim at providing guidance for data practitioners to navigate through a modular view of the recent advances, inspiring the creation of new visualizations along the enriched visualization pipeline, and identifying future opportunities for visualization research.
authors.forename: Shusen
authors.initials: S
authors.lastname: Liu
authors.forename: Dan
authors.initials: D
authors.lastname: Maljovec
authors.forename: Bei
authors.initials: B
authors.lastname: Wang
authors.forename: Peer-Timo
authors.initials: PT
authors.lastname: Bremer
authors.forename: Valerio
authors.initials: V
authors.lastname: Pascucci