The state of the art in visualizing multivariate networks
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 …
about those nodes and links as attributes. Most real‐world networks are associated with …
Extending the nested model for user-centric XAI: A design study on GNN-based drug repurposing
Whether AI explanations can help users achieve specific tasks efficiently (ie, usable
explanations) is significantly influenced by their visual presentation. While many techniques …
explanations) is significantly influenced by their visual presentation. While many techniques …
An interactive node-link visualization of convolutional neural networks
AW Harley - Advances in Visual Computing: 11th International …, 2015 - Springer
Convolutional neural networks are at the core of state-of-the-art approaches to a variety of
computer vision tasks. Visualizations of neural networks typically take the form of static …
computer vision tasks. Visualizations of neural networks typically take the form of static …
Bridging from goals to tasks with design study analysis reports
Visualization researchers and practitioners engaged in generating or evaluating designs are
faced with the difficult problem of transforming the questions asked and actions taken by …
faced with the difficult problem of transforming the questions asked and actions taken by …
Knownet: Guided health information seeking from llms via knowledge graph integration
The increasing reliance on Large Language Models (LLMs) for health information seeking
can pose severe risks due to the potential for misinformation and the complexity of these …
can pose severe risks due to the potential for misinformation and the complexity of these …
A review of pathway-based analysis tools that visualize genetic variants
Pathway analysis is a powerful method for data analysis in genomics, most often applied to
gene expression analysis. It is also promising for single-nucleotide polymorphism (SNP) …
gene expression analysis. It is also promising for single-nucleotide polymorphism (SNP) …
Scalable graph exploration and visualization: Sensemaking challenges and opportunities
Making sense of large graph datasets is a fundamental and challenging process that
advances science, education and technology. We survey research on graph exploration and …
advances science, education and technology. We survey research on graph exploration and …
Dynamic network interface selection in multihomed mobile hosts
J Ylitalo, T Jokikyyny, T Kauppinen… - 36th Annual Hawaii …, 2003 - ieeexplore.ieee.org
Current mobile devices are often equipped with several network interfaces, which may be of
different access technologies, both wireless and cellular. Different requirements of different …
different access technologies, both wireless and cellular. Different requirements of different …
Neurolines: a subway map metaphor for visualizing nanoscale neuronal connectivity
We present NeuroLines, a novel visualization technique designed for scalable detailed
analysis of neuronal connectivity at the nanoscale level. The topology of 3D brain tissue …
analysis of neuronal connectivity at the nanoscale level. The topology of 3D brain tissue …
Mybrush: Brushing and linking with personal agency
We extend the popular brushing and linking technique by incorporating personal agency in
the interaction. We map existing research related to brushing and linking into a design …
the interaction. We map existing research related to brushing and linking into a design …