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Survey of immersive analytics
A Fonnet, Y Prie - IEEE transactions on visualization and …, 2019 - ieeexplore.ieee.org
Immersive analytics (IA) is a new term referring to the use of immersive technologies for data
analysis. Yet such applications are not new, and numerous contributions have been made in …
analysis. Yet such applications are not new, and numerous contributions have been made in …
Exploring data in virtual reality: Comparisons with 2d data visualizations
Virtual Reality (VR) has often been discussed as a promising medium for immersive data
visualization and exploration. However, few studies have evaluated users' open-ended …
visualization and exploration. However, few studies have evaluated users' open-ended …
Towards a systematic combination of dimension reduction and clustering in visual analytics
J Wenskovitch, I Crandell… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Dimension reduction algorithms and clustering algorithms are both frequently used
techniques in visual analytics. Both families of algorithms assist analysts in performing …
techniques in visual analytics. Both families of algorithms assist analysts in performing …
The effect of exploration mode and frame of reference in immersive analytics
The design space for user interfaces for Immersive Analytics applications is vast. Designers
can combine navigation and manipulation to enable data exploration with ego-or exocentric …
can combine navigation and manipulation to enable data exploration with ego-or exocentric …
Be the data: Embodied visual analytics
With the rise of big data, it is becoming increasingly important to educate groups of students
at many educational levels about data analytics. In particular, students without a strong …
at many educational levels about data analytics. In particular, students without a strong …
Immersive human-centered computational analytics
In this chapter we seek to elevate the role of the human in human-machine cooperative
analysis through a careful consideration of immersive design principles. We consider both …
analysis through a careful consideration of immersive design principles. We consider both …
Understanding the Impact of Spatial Immersion in Web Data Stories
SG Kim, J Park, Y Song, D Lee, Y Lee, R Rossi… - arxiv preprint arxiv …, 2024 - arxiv.org
An increasing number of web articles engage the reader with the feeling of being immersed
in the data space. However, the exact characteristics of spatial immersion in the context of …
in the data space. However, the exact characteristics of spatial immersion in the context of …
ImageSI: Semantic Interaction for Deep Learning Image Projections
Semantic interaction (SI) in Dimension Reduction (DR) of images allows users to
incorporate feedback through direct manipulation of the 2D positions of images. Through …
incorporate feedback through direct manipulation of the 2D positions of images. Through …
[PDF][PDF] Multi-agent based traffic light management for privileged lane
A Ikidid, A El Fazziki - 8th International Workshop on Simulation for …, 2020 - academia.edu
To optimize the travel time of priority vehicles (PV) and fluidize road traffic in Moroccan cities,
we propose in this paper a control system to manage traffic at signalized intersections in …
we propose in this paper a control system to manage traffic at signalized intersections in …
[HTML][HTML] Dimensionality reduction and subspace clustering in mixed reality for condition monitoring of high-dimensional production data
Visual analytics are becoming increasingly important in the light of big data and related
scenarios. Along this trend, the field of immersive analytics has been variously furthered as it …
scenarios. Along this trend, the field of immersive analytics has been variously furthered as it …