Search
Now showing items 11-20 of 24
Model-Agnostic Visual Explanation of Machine Learning Models Based on Heat Map
(The Eurographics Association, 2019)
It is essential to assess the trustworthiness of the machine learning models when deploying them to real-world applications, such as healthcare and risk management, in which domain experts need to make critical decisions. ...
Accurate Visualization of Galaxy Velocity Fields from Three-Dimensional Integral Field Spectroscopy Data
(The Eurographics Association, 2020)
In recent years, integral field spectroscopy (IFS) has become a major methodology in observational astronomy. Visual analysis of galactic motions is expected to play a crucial role in discovering the physical properties ...
A Systematic Review of Online Bitcoin Visualizations
(The Eurographics Association, 2019)
We contribute a systematic review of online visualizations of the Bitcoin blockchain. Bitcoin is currently the most active cryptocurrency with the largest market share among other cryptocurrencies. It has attracted a large ...
SimBaTex: Similarity-based Text Exploration
(The Eurographics Association, 2021)
Natural language processing in combination with visualization can provide efficient ways to discover latent patterns of similarity which can be useful for exploring large sets of text documents. In this poster abstract, ...
On Visualizing Music Storage Media for Modern Access to Historic Sources
(The Eurographics Association, 2022)
Finding a balance between conserving historic objects and using them for research is one of the big issues in historic collections. Digitization holds the opportunity to offer a safe and non-destructible access to historic ...
Interactive Attribution-based Explanations for Image Segmentation
(The Eurographics Association, 2022)
Explanations of deep neural networks (DNNs) give users a better understanding of the inner workings and generalizability of a network. While the majority of research focuses on explanations for classification networks, in ...
Exploration and Analysis of Image-base Simulation Ensembles
(The Eurographics Association, 2022)
Scientists run simulation ensembles to study the behavior of a phenomenon using varying initial conditions or input parameters. However, the I/O bottlenecks hinder performing large-scale multidimensional simulations. In ...
Interactive Visualization of Machine Learning Model Results Predicting Infection Risk
(The Eurographics Association, 2022)
We present a novel visual-interactive interface to show results of a machine learning algorithm, which predicts the infection probability for patients in hospitals. The model result data is complex and needs to be presented ...
VisualBib(va): A Visual Analytics Platform for Authoring and Reviewing Bibliographies
(The Eurographics Association, 2022)
Researchers are daily engaged in bibliographic tasks concerning literature search and review, both in the role of authors of scientific papers and when they are reviewers or evaluators. Current indexing platforms poorly ...
Scientific Convergence and Divergence in Visualization and Visual Analytics
(The Eurographics Association, 2022)
We present preliminary results of a visualization tool designed to visualize scientific evolution by using scientific publication data, especially convergence-divergence processes. It aims to increase the efficiency and ...