A taxonomy and survey of dynamic graph visualization

F Beck, M Burch, S Diehl… - Computer graphics …, 2017 - Wiley Online Library
Dynamic graph visualization focuses on the challenge of representing the evolution of
relationships between entities in readable, scalable and effective diagrams. This work …

Time curves: Folding time to visualize patterns of temporal evolution in data

B Bach, C Shi, N Heulot, T Madhyastha… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
We introduce time curves as a general approach for visualizing patterns of evolution in
temporal data. Examples of such patterns include slow and regular progressions, large …

A descriptive framework for temporal data visualizations based on generalized space‐time cubes

B Bach, P Dragicevic, D Archambault… - Computer graphics …, 2017 - Wiley Online Library
We present the generalized space‐time cube, a descriptive model for visualizations of
temporal data. Visualizations are described as operations on the cube, which transform the …

Reducing snapshots to points: A visual analytics approach to dynamic network exploration

S van den Elzen, D Holten, J Blaas… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
We propose a visual analytics approach for the exploration and analysis of dynamic
networks. We consider snapshots of the network as points in high-dimensional space and …

Analyzing dynamic hypergraphs with parallel aggregated ordered hypergraph visualization

P Valdivia, P Buono, C Plaisant… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Parallel Aggregated Ordered Hypergraph (PAOH) is a novel technique to visualize dynamic
hypergraphs. Hypergraphs are a generalization of graphs where edges can connect several …

Interactive data comics

Z Wang, H Romat, F Chevalier… - … on Visualization and …, 2021 - ieeexplore.ieee.org
This paper investigates how to make data comics interactive. Data comics are an effective
and versatile means for visual communication, leveraging the power of sequential narration …

The state of the art in visualizing dynamic multivariate networks

B Kale, M Sun, ME Papka - Computer Graphics Forum, 2023 - Wiley Online Library
Most real‐world networks are both dynamic and multivariate in nature, meaning that the
network is associated with various attributes and both the network structure and attributes …

Telling stories about dynamic networks with graph comics

B Bach, N Kerracher, KW Hall, S Carpendale… - Proceedings of the …, 2016 - dl.acm.org
In this paper, we explore graph comics as a medium to communicate changes in dynamic
networks. While previous re-search has focused on visualizing dynamic networks for data …

IRVINE: A design study on analyzing correlation patterns of electrical engines

J Eirich, J Bonart, D Jäckle, M Sedlmair… - … on Visualization and …, 2021 - ieeexplore.ieee.org
In this design study, we present IRVINE, a Visual Analytics (VA) system, which facilitates the
analysis of acoustic data to detect and understand previously unknown errors in the …

Commercial visual analytics systems–advances in the big data analytics field

M Behrisch, D Streeb, F Stoffel… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Five years after the first state-of-the-art report on Commercial Visual Analytics Systems we
present a reevaluation of the Big Data Analytics field. We build on the success of the 2012 …