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 …
The ubiquity of large graphs and surprising challenges of graph processing
Graph processing is becoming increasingly prevalent across many application domains. In
spite of this prevalence, there is little research about how graphs are actually used in …
spite of this prevalence, there is little research about how graphs are actually used in …
The ubiquity of large graphs and surprising challenges of graph processing: extended survey
Graph processing is becoming increasingly prevalent across many application domains. In
spite of this prevalence, there is little research about how graphs are actually used in …
spite of this prevalence, there is little research about how graphs are actually used in …
Dl4scivis: A state-of-the-art survey on deep learning for scientific visualization
Since 2016, we have witnessed the tremendous growth of artificial intelligence+
visualization (AI+ VIS) research. However, existing survey articles on AI+ VIS focus on visual …
visualization (AI+ VIS) research. However, existing survey articles on AI+ VIS focus on visual …
Lifted Wasserstein matcher for fast and robust topology tracking
M Soler, M Plainchault, B Conche… - 2018 IEEE 8th …, 2018 - ieeexplore.ieee.org
This paper presents a robust and efficient method for tracking topological features in time-
varying scalar data. Structures are tracked based on the optimal matching between …
varying scalar data. Structures are tracked based on the optimal matching between …
Interactive and coordinated visualization approaches for biological data analysis
The field of computational biology has become largely dependent on data visualization tools
to analyze the increasing quantities of data gathered through the use of new and growing …
to analyze the increasing quantities of data gathered through the use of new and growing …
A survey on visualization approaches for exploring association relationships in graph data
Exploring relationships in complex datasets is one of the challenges in today's big data era.
The graph-based visualization approach, which integrates the advantages of graph analysis …
The graph-based visualization approach, which integrates the advantages of graph analysis …
A new evolving mechanism of genetic algorithm for multi-constraint intelligent camera path planning
Z Chen, J Zhou, R Sun, L Kang - Soft Computing, 2021 - Springer
The main goal of intelligent camera path planning is to determine an optimal pathway that
proceeds from the starting position to the target position under several constraint conditions …
proceeds from the starting position to the target position under several constraint conditions …
Topological simplifications of hypergraphs
We study hypergraph visualization via its topological simplification. We explore both vertex
simplification and hyperedge simplification of hypergraphs using tools from topological data …
simplification and hyperedge simplification of hypergraphs using tools from topological data …
HoNVis: Visualizing and exploring higher-order networks
Unlike the conventional first-order network (FoN), the higher-order network (HoN) provides a
more accurate description of transitions by creating additional nodes to encode higher-order …
more accurate description of transitions by creating additional nodes to encode higher-order …