The state of the art in enhancing trust in machine learning models with the use of visualizations
Abstract Machine learning (ML) models are nowadays used in complex applications in
various domains, such as medicine, bioinformatics, and other sciences. Due to their black …
various domains, such as medicine, bioinformatics, and other sciences. Due to their black …
A survey on information visualization: recent advances and challenges
Abstract Information visualization (InfoVis), the study of transforming data, information, and
knowledge into interactive visual representations, is very important to users because it …
knowledge into interactive visual representations, is very important to users because it …
Visualizing high-dimensional data: Advances in the past decade
Massive simulations and arrays of sensing devices, in combination with increasing
computing resources, have generated large, complex, high-dimensional datasets used to …
computing resources, have generated large, complex, high-dimensional datasets used to …
Shared surfaces and spaces: Collaborative data visualisation in a co-located immersive environment
Immersive technologies offer new opportunities to support collaborative visual data analysis
by providing each collaborator a personal, high-resolution view of a flexible shared …
by providing each collaborator a personal, high-resolution view of a flexible shared …
Marvis: Combining mobile devices and augmented reality for visual data analysis
We present Marvis, a conceptual framework that combines mobile devices and head-
mounted Augmented Reality (AR) for visual data analysis. We propose novel concepts and …
mounted Augmented Reality (AR) for visual data analysis. We propose novel concepts and …
Personal augmented reality for information visualization on large interactive displays
P Reipschlager, T Flemisch… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In this work we propose the combination of large interactive displays with personal head-
mounted Augmented Reality (AR) for information visualization to facilitate data exploration …
mounted Augmented Reality (AR) for information visualization to facilitate data exploration …
The hologram in my hand: How effective is interactive exploration of 3D visualizations in immersive tangible augmented reality?
We report on a controlled user study comparing three visualization environments for
common 3D exploration. Our environments differ in how they exploit natural human …
common 3D exploration. Our environments differ in how they exploit natural human …
Imaxes: Immersive axes as embodied affordances for interactive multivariate data visualisation
We introduce ImAxes immersive system for exploring multivariate data using fluid, modeless
interaction. The basic interface element is an embodied data axis. The user can manipulate …
interaction. The basic interface element is an embodied data axis. The user can manipulate …
Visual comparison for information visualization
Data analysis often involves the comparison of complex objects. With the ever increasing
amounts and complexity of data, the demand for systems to help with these comparisons is …
amounts and complexity of data, the demand for systems to help with these comparisons is …