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A taxonomy and survey of dynamic graph visualization
Dynamic graph visualization focuses on the challenge of representing the evolution of
relationships between entities in readable, scalable and effective diagrams. This work …
relationships between entities in readable, scalable and effective diagrams. This work …
Are we there yet? a roadmap of network visualization from surveys to task taxonomies
Networks are abstract and ubiquitous data structures, defined as a set of data points and
relationships between them. Network visualization provides meaningful representations of …
relationships between them. Network visualization provides meaningful representations of …
Reducing snapshots to points: A visual analytics approach to dynamic network exploration
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 …
networks. We consider snapshots of the network as points in high-dimensional space and …
Small MultiPiles: Piling time to explore temporal patterns in dynamic networks
We introduce MultiPiles, a visualization to explore time‐series of dense, weighted networks.
MultiPiles is based on the physical analogy of piling adjacency matrices, each one …
MultiPiles is based on the physical analogy of piling adjacency matrices, each one …
On network structural and temporal encodings: a space and time odyssey
The dynamic network visualization design space consists of two major dimensions: network
structural and temporal representation. As more techniques are developed and published, a …
structural and temporal representation. As more techniques are developed and published, a …
A systematic literature review of modern software visualization
We report on the state-of-the-art of software visualization. To ensure reproducibility, we
adopted the Systematic Literature Review methodology. That is, we analyzed 1440 entries …
adopted the Systematic Literature Review methodology. That is, we analyzed 1440 entries …
Githru: visual analytics for understanding software development history through git metadata analysis
Git metadata contains rich information for developers to understand the overall context of a
large software development project. Thus it can help new developers, managers, and testers …
large software development project. Thus it can help new developers, managers, and testers …
HyperStorylines: Interactively untangling dynamic hypergraphs
We present the design and evaluation of HyperStorylines, a technique that generalizes
Storylines to visualize the evolution of relationships involving multiple types of entities such …
Storylines to visualize the evolution of relationships involving multiple types of entities such …
Using animation to alleviate overdraw in multiclass scatterplot matrices
The scatterplot matrix (SPLOM) is a commonly used technique for visualizing multiclass
multivariate data. However, multiclass SPLOMs have issues with overdraw (overlap** …
multivariate data. However, multiclass SPLOMs have issues with overdraw (overlap** …
The state of the art in visualizing dynamic multivariate networks
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 …
network is associated with various attributes and both the network structure and attributes …