Automatic scatterplot design optimization for clustering identification
Scatterplots are among the most widely used visualization techniques. Compelling
scatterplot visualizations improve understanding of data by leveraging visual perception to …
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
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 …
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
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 …
individual lines. However, these traditional density plots are often perceived ambiguously …
Visualization-Driven Illumination for Density Plots
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 …
technique to enhance density plots by effectively revealing the detailed structures in high …
Line Weaver: Importance‐Driven Order Enhanced Rendering of Dense Line Charts
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 …
dimensional data points. The relationship between consecutive points is indicated by …
Towards Better Utilization of Haptic Interaction in Visualization: Design Space and Knob Prototype
Humans encounter a vast array of sensory stimuli in their everyday lives. However, many
visualization techniques primarily utilize visual feedback, which may disregard certain …
visualization techniques primarily utilize visual feedback, which may disregard certain …
Distortion-aware brushing for interactive cluster analysis in multidimensional projections
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 …
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 …
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 …
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 …
overplotted two-dimensional data sets. However, aggregation can hide nuanced data …