The state of the art in visualizing multivariate networks

C Nobre, M Meyer, M Streit, A Lex - Computer Graphics Forum, 2019 - Wiley Online Library
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 …

Extending the nested model for user-centric XAI: A design study on GNN-based drug repurposing

Q Wang, K Huang, P Chandak, M Zitnik… - … on Visualization and …, 2022 - ieeexplore.ieee.org
Whether AI explanations can help users achieve specific tasks efficiently (ie, usable
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 …

Bridging from goals to tasks with design study analysis reports

H Lam, M Tory, T Munzner - IEEE transactions on visualization …, 2017 - ieeexplore.ieee.org
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 …

Knownet: Guided health information seeking from llms via knowledge graph integration

Y Yan, Y Hou, Y **ao, R Zhang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
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 …

A review of pathway-based analysis tools that visualize genetic variants

E Cirillo, LD Parnell, CT Evelo - Frontiers in genetics, 2017 - frontiersin.org
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) …

Scalable graph exploration and visualization: Sensemaking challenges and opportunities

R Pienta, J Abello, M Kahng… - … conference on Big Data …, 2015 - ieeexplore.ieee.org
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 …

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 …

Neurolines: a subway map metaphor for visualizing nanoscale neuronal connectivity

AK Al-Awami, J Beyer, H Strobelt… - … on Visualization and …, 2014 - ieeexplore.ieee.org
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 …

Mybrush: Brushing and linking with personal agency

P Koytek, C Perin, J Vermeulen, E André… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
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 …