NewEvery arXiv paper, its researchers & institutions — mapped.
the archive

#visual analytics

11 results
cs.HC2019

Conditional Parallel Coordinates

Daniel Karl I. Weidele

The paper introduces Conditional Parallel Coordinates, a visualization method that extends traditional parallel coordinates to handle hierarchical, conditional data by unfolding di…

#parallel coordinates#conditional data#hierarchical visualization#interactive data exploration
cs.CR2019

VisJSClassificator -- Manual Visual Collaborative Classification Graph-based Tool

Vincent Falconieri

The paper introduces VisJSClassificator, a visual, collaborative tool that lets analysts manually label and organize images using a graph-based interface, supporting open‑set class…

#image annotation#collaborative labeling#graph-based UI#open set classification
cs.HC2019

Speculative Execution for Guided Visual Analytics

Fabian Sperrle, Jürgen Bernard, Michael Sedlmair +2

The paper introduces Speculative Execution for Visual Analytics, a technique that automatically generates and visualizes alternative model configurations without changing the curre…

#visual analytics#speculative execution#model exploration#interactive visualization
cs.HC2019

Many-to-Many Geographically-Embedded Flow Visualisation: An Evaluation

Yalong Yang, Tim Dwyer, Sarah Goodwin +1

The paper evaluates visual representations for dense many-to-many geographic flows, comparing bundled node‑link flow maps, OD Maps, and a new method called MapTrix.

#flow visualization#geographic data#user study#visual analytics
cs.HC2019

Designing for Mobile and Immersive Visual Analytics in the Field

Matt Whitlock, Keke Wu, Danielle Szafir

The paper investigates how mobile and immersive visual analytics can support field workers in collecting and analyzing data, presenting a design probe study with experts and an ope…

#mobile analytics#immersive visualization#field data collection#visual analytics
cs.HC2019

What-Why Analysis of Expert Interviews: Analysing Geographically-Embedded Flow Data

Yalong Yang, Sarah Goodwin

The paper reports on a qualitative analysis of five expert interviews from different domains to identify common tasks for analyzing geographically-embedded flow data and introduces…

#expert interviews#geographically embedded flow#task analysis#flow-target taxonomy
cs.HC2019

CloudDet: Interactive Visual Analysis of Anomalous Performances in Cloud Computing Systems

Ke Xu, Yun Wang, Leni Yang +6

The paper introduces CloudDet, an interactive visual analytics system that combines an unsupervised anomaly detection algorithm with rich visualizations to help users detect, inspe…

#cloud computing#anomaly detection#visual analytics#time series
cs.HC2019

Ablate, Variate, and Contemplate: Visual Analytics for Discovering Neural Architectures

Dylan Cashman, Adam Perer, Remco Chang +1

The paper introduces REMAP, a visual analytics system that helps users explore and experiment with neural network architectures through interactive visualizations, ablation, and va…

#visual analytics#neural architecture search#model exploration#ablation studies
cs.HC2019

A User-based Visual Analytics Workflow for Exploratory Model Analysis

Dylan Cashman, Shah Rukh Humayoun, Florian Heimerl +9

The paper introduces a visual analytics workflow for Exploratory Model Analysis that helps users interactively discover, evaluate, and choose predictive models for deployment.

#exploratory model analysis#visual analytics#model selection#interactive machine learning
cs.CL2019

VIANA: Visual Interactive Annotation of Argumentation

Fabian Sperrle, Rita Sevastjanova, Rebecca Kehlbeck +1

The paper presents VIANA, a visual analytics tool that helps experts annotate argumentative text by automatically suggesting fragments to label and learning similarity from user in…

#argumentation mining#visual analytics#interactive annotation#argument graphs
cs.IR2019

TopicSifter: Interactive Search Space Reduction Through Targeted Topic Modeling

Hannah Kim, Dongjin Choi, Barry Drake +2

The paper introduces TopicSifter, a visual analytics tool that lets users iteratively narrow down large document collections by providing relevance feedback to a targeted topic mod…

#interactive search#topic modeling#relevance feedback#visual analytics