Evaluation and Representation
Evaluating Countable Texture Elements to Represent Bathymetric Uncertainty
How Effective are Uni- and Multivariate Typographic Encodings? Studying the Usage of FontWeight, Oblique Angle, and Spacing
Inferential Tasks as an Evaluation Technique for Visualization
Face-Based Glyphs Revisited
SSCA: Situated Space-time Cube Analytics
Graphs and Trees
The Effect of Graph Layout on the Perception of Graph Density: An Empirical Study
Metaphoric Maps for Dynamic Vertex-weighted Graphs
Augmented Intelligence with Interactive Voronoi Treemap for Scalable Grouping: a Usage Scenario with Wearable Data
DNC: Dynamic Neighborhood Change Faithfulness Metrics
DSS: Drawing Dynamic Graphs with Spectral Sparsification
Visual Analysis and Machine Learning
Blocks: Creating Rich Tables with Drag-and-Drop Interaction
Towards Multimodal Exploratory Data Analysis: SoniScope as a Prototypical Implementation
GROUPSET: A Set-Based Technique to Explore Time-Varying Data
Data+Shift: Supporting Visual Investigation of Data Distribution Shifts by Data Scientists
Explaining Black Box with Visual Exploration of Latent Space
DASH: Visual Analytics for Debiasing Image Classification via User-Driven Synthetic Data Augmentation
A Design Study of Visualizing Historical Book Movement
Visual Evaluation of Translation Alignment Data
Visualization of Tonal Harmony for Jazz Lead Sheets
CellTrackVis: Analyzing the Performance of Cell Tracking Algorithms
Application-oriented Analysis of Material Interface Reconstruction Algorithms in Time-varying Bijel Simulations
Application-oriented Analysis of Material Interface Reconstruction Algorithms in Time-varying Bijel Simulations (The Eurographics Association, 2022)Multimaterial interface reconstruction has been investigated over the years both from visualization and analytical point of view using different metrics. When focusing on visualization, interface continuity and smoothness ...
(The Eurographics Association, 2022)Translation alignment plays a crucial role in various applications in natural language processing and digital humanities. With the recent advance in neural machine translation and contextualized language models, numerous ...
(The Eurographics Association, 2022)Trading of 15th-century books is an area of great interest to historians. In this paper, we document the process behind an intensive design study and close collaboration with a domain expert on understanding crucial ...
(The Eurographics Association, 2022)Jazz improvisation is the extemporaneous expression of melody, and musicians commonly base their performances on chord progressions given by lead sheets. It is standard practice to commit a progression to memory by analyzing ...
DASH: Visual Analytics for Debiasing Image Classification via User-Driven Synthetic Data Augmentation (The Eurographics Association, 2022)Image classification models often learn to predict a class based on irrelevant co-occurrences between input features and an output class in training data. We call the unwanted correlations ''data biases,'' and the visual ...
(The Eurographics Association, 2022)Live-cell imaging is a common data acquisition technique used by biologists to analyze cell behavior. Since manually tracking cells in a video sequence is extremely time-consuming, many automatic algorithms have been ...
(The Eurographics Association, 2022)Autoencoders are a powerful yet opaque feature reduction technique, on top of which we propose a novel way for the joint visual exploration of both latent and real space. By interactively exploiting the mapping between ...
(The Eurographics Association, 2022)Machine learning on data streams is increasingly more present in multiple domains. However, there is often data distribution shift that can lead machine learning models to make incorrect decisions. While there are automatic ...
(The Eurographics Association, 2022)We introduce GroupSet, a technique to facilitate the exploration of temporal charts using a set-based approach. GroupSet operates in a twofold way: first it classifies temporal data into categories (sets) for each time ...
(The Eurographics Association, 2022)The metaphor of auscultating with a stethoscope can be an inspiration to combine visualization and sonification for exploratory data analysis. This paper presents SoniScope, a multimodal approach and its prototypical ...
(The Eurographics Association, 2022)We present Blocks, a formalism that enables the building of visualizations by specifying layout, data relationships, and level of detail (LOD) for specific portions of the visualization. Users can create and manipulate ...
(The Eurographics Association, 2022)This paper presents DSS (Dynamic Spectral Sparsification), a sampling approach for drawing large and complex dynamic graphs which can preserve important structural properties of the original graph. Specifically, we present ...
(The Eurographics Association, 2022)Faithfulness metrics measure how faithfully a visualization displays the ground truth information of the data. For example, neighborhood faithfulness metrics measure how faithfully the geometric neighbors of vertices in a ...
(The Eurographics Association, 2022)In this paper we study metaphoric maps of dynamic vertex-weighted graphs. Dynamic operations on such graphs allow a vertex to change the weight, vertices and edges appear and disappear. In the metaphoric map this is viewed ...
Augmented Intelligence with Interactive Voronoi Treemap for Scalable Grouping: a Usage Scenario with Wearable Data (The Eurographics Association, 2022)Interactive Voronoi Treemaps have been proposed to support arrangement and grouping tasks of data with snippet image representations. They rely on time-consuming manual actions to group data and cannot display more than a ...
(The Eurographics Association, 2022)The visual representation of a graph is crucial in understanding and analyzing its properties. In this empirical study, we examine the effect of different drawing layouts on our perception of graph density. We treat density ...
(The Eurographics Association, 2022)While face-based glyphs have known advantages for certain visualization tasks, they suffer from mixing two rather different visual properties of faces: individual traits and emotion expressions. This paper proposes a set ...
(The Eurographics Association, 2022)Spatio-temporal visualization research has been capturing much attention in recent years. Space-time cube (STC) has been commonly used to visualize this data to support analytic tasks. However, the current STC visualization ...
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(The Eurographics Association, 2022)Designing suitable tasks for visualization evaluation remains challenging. Traditional evaluation techniques commonly rely on 'low-level' or 'open-ended' tasks to assess the efficacy of a proposed visualization, however, ...