Multivariate networks are made up of nodes and their relationships (links), but also data
about those nodes and links as attributes. Most real‐world networks are associated with …

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 …

The analysis of large graphs plays a prominent role in various fields of research and is
relevant in many important application areas. Effective visual analysis of graphs requires …

The visualization community has developed to date many intuitions and understandings of
how to judge the quality of views in visualizing data. The computation of a visualization's …

Recent advances in high‐throughput experimental techniques have led to an exponential
increase in both the size and the complexity of the data sets commonly studied in biology …

Event sequence data analysis is common in many domains, including web and software
development, transportation, and medical care. Few have investigated visualization …

Malicious webshells currently present tremendous threats to cloud security. Most relevant
studies and open webshell datasets consider malicious webshell defense as a binary …

Apart from explicit node-link representations, implicit visualizations and especially the
Treemap as their frontrunner have acquired a solid position among the available techniques …

Software is usually complex and always intangible. In practice, the development and
maintenance processes are time-consuming activities mainly because software complexity …

Existing treemap layout algorithms suffer to some extent from poor or inconsistent map**s
between data order and visual ordering in their representation, reducing their cognitive …