20 results for “data visualizations”
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This paper explores the effect of different narrative strategies in data visualizations on eliciting prosocial feelings and behaviors during humanitarian crises.
Astrid van den Brandt, Kiroong Choe, Sehi L'Yi, Devin Lange +1 more
The paper evaluates various LLM-based agentic schemes for authoring complex, interactive, multiview genomics visualizations, finding that agentic iteration significantly improves visualization quality…
VESTA introduces a novel agent framework that enhances Visual Language Models (VLMs) by equipping them with a dynamic, reusable toolkit of diagnostic and statistical tools, significantly improving aut…
The paper introduces DataGovBench, a benchmark for evaluating Large Language Models in real-world data analysis scenarios, revealing significant performance gaps with state-of-the-art models.
The paper introduces ImputeViz, a visual analytics dashboard for diagnosing missing data, configuring imputation models, and evaluating results using various methods, including gKNN.
This paper introduces campaign diagrams, a visualization technique for analyzing resource utilization and identifying bottlenecks in modern workloads.
Abhraneel Sarma, Matthew Kay, Sheng Long, Michael Correll +1 more
This paper investigates the impact of performance-based financial incentives on task performance in visualization studies.
The paper introduces SmartIterator (SI), a visual analytics framework that systematically guides analysts through the complex process of evaluating and understanding how data groupings change across p…
Julián Méndez, Lukas Gerlach, Tobias Wieland, Alex Ivliev +2 more
The authors conducted a user study to assess the effectiveness of their interactive visual query tracer and builder tools for Nemo, a Datalog reasoner, in helping students learn Datalog.
The paper assembles a corpus of 102 papers on edge bundling and derives a task taxonomy for reasoning about bundled visualizations.
Sjoerd Vink, Suyang Li, Brian Montambault, Michael Behrisch +2 more
This paper introduces ZipLine, a system for integrative analysis of multivariate graphs through a unified predicate language and learning algorithm.
The paper proposes using modified Complementary Cumulative Distribution Function (mCCDF) plots to visualize and communicate results of cumulative-link ordinal regression models for ordinal data.
This paper investigates ways to transform a theory-based methodology for optimizing visual analytics workflows from theory to practice using case studies.
This paper introduces a domain-specific visual graph editor for designing modular applications in edge and cloud computing environments, enabling users to model kernels, shared memory nodes, and event…
Bo Jiang, Youyuan Liu, Taolue Yang, Sheng Di +1 more
The paper proposes ParticleGS, a visualization-aware framework for compressing large-scale particle simulation data using 3D Gaussian Splatting, achieving higher rendered image quality and faster rend…
The paper introduces 'dashi,' an open-source Python library that provides comprehensive tools for characterizing dataset shifts (covariate, prior, concept) to ensure robust and trustworthy AI developm…