Automatic scatterplot design optimization for clustering identification

GJ Quadri, JA Nieves, BM Wiernik… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Scatterplots are among the most widely used visualization techniques. Compelling
scatterplot visualizations improve understanding of data by leveraging visual perception to …

How design researchers make sense of data visualizations in data-driven design: an uncertainty-aware sensemaking model

D Dritsa, S Houben - ACM Transactions on Computer-Human Interaction, 2024 - dl.acm.org
While data is the cornerstone of modern design strategies, design researchers frequently
struggle when performing data work. This creates a need to design tools that enable design …

Reducing ambiguities in line-based density plots by image-space colorization

Y Xue, P Paetzold, R Kehlbeck, B Chen… - IEEE transactions on …, 2023 - ieeexplore.ieee.org
Line-based density plots are used to reduce visual clutter in line charts with a multitude of
individual lines. However, these traditional density plots are often perceived ambiguously …

Visualization-Driven Illumination for Density Plots

X Chen, Y Wang, H Bao, K Lu, J Jo… - … on Visualization and …, 2024 - ieeexplore.ieee.org
We present a novel visualization-driven illumination model for density plots, a new
technique to enhance density plots by effectively revealing the detailed structures in high …

Line Weaver: Importance‐Driven Order Enhanced Rendering of Dense Line Charts

T Trautner, S Bruckner - Computer Graphics Forum, 2021 - Wiley Online Library
Line charts are an effective and widely used technique for visualizing series of ordered two‐
dimensional data points. The relationship between consecutive points is indicated by …

Towards Better Utilization of Haptic Interaction in Visualization: Design Space and Knob Prototype

G Zhang, G Sun, Z Sun, J Tang, L Jiang… - International Journal of …, 2024 - Taylor & Francis
Humans encounter a vast array of sensory stimuli in their everyday lives. However, many
visualization techniques primarily utilize visual feedback, which may disregard certain …

Distortion-aware brushing for interactive cluster analysis in multidimensional projections

H Jeon, M Aupetit, S Lee, HK Ko, Y Kim… - arxiv preprint arxiv …, 2022 - arxiv.org
Brushing is an everyday interaction in 2D scatterplots, which allows users to select and filter
data points within a continuous, enclosed region and conduct further analysis on the points …

A Density-based Visualization for Removing Overlaps of Scatterplots

H Huaiqing, A Kaiwen, L Haohan, H Kanghua - Journal of Computer-Aided …, 2024 - jcad.cn
Scatterplots is a widely used visual analysis method, but when there are excessive points in
the scatterplots, data overlap will affect the accuracy of analysis. For this reason, a density …

Constructing Frameworks for Task-Optimized Visualizations

GJAR Quadri - 2021 - search.proquest.com
Visualization is crucial in today's data-driven world to augment and enhance human
understanding and decision-making. Effective visualizations must support accuracy in visual …

Honeycomb Plots: Visual Enhancements for Hexagonal Maps

TB Trautner, M Sbardellati, S Stoppel, S Bruckner - 2022 - bora.uib.no
Aggregation through binning is a commonly used technique for visualizing large, dense, and
overplotted two-dimensional data sets. However, aggregation can hide nuanced data …