A User‐based Visual Analytics Workflow for Exploratory Model Analysis-Reference-Cited by-同舟云学术

A User‐based Visual Analytics Workflow for Exploratory Model Analysis

Published:2019-06 Issue:3 Volume:38 Page:185-199
ISSN:0167-7055
Container-title:Computer Graphics Forum
language:en
Short-container-title:Computer Graphics Forum

Author:

Cashman Dylan¹^ORCID,Humayoun Shah Rukh¹^ORCID,Heimerl Florian²^ORCID,Park Kendall²^ORCID,Das Subhajit³^ORCID,Thompson John³^ORCID,Saket Bahador³^ORCID,Mosca Abigail¹^ORCID,Stasko John³^ORCID,Endert Alex³^ORCID,Gleicher Michael²^ORCID,Chang Remco¹^ORCID

Affiliation:

1. Tufts UniversityUSA

2. Georgia TechUSA

3. University of Wisconsin – MadisonUSA

Publisher

Wiley

Subject

Computer Graphics and Computer-Aided Design

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1111/cgf.13681

Reference92 articles.

1. AmershiS. ChickeringM. DruckerS. M. LeeB. SimardP. SuhJ.: Modeltracker: Redesigning performance analysis tools for machine learning. InProceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems(2015) ACM pp.337–346. 4 6

2. Visual methods for analyzing probabilistic classification data;Alsallakh B.;IEEE Transactions on Visualization and Computer Graphics,2014

3. AndrienkoN. LammarschT. AndrienkoG. FuchsG. KeimD. MikschS. RindA.: Viewing visual analytics as model building.Computer Graphics Forum 0 0. URL:https://onlinelibrary.wiley.com/doi/abs/10.1111/cgf.13324 arXiv:https://onlinelibrary.wiley.com/doi/pdf/10.1111/cgf.13324 doi:10.1111/cgf.13324. 3 4

4. AnandA. WilkinsonL. DangT. N.: Visual pattern discovery using random projections. InVisual Analytics Science and Technology (VAST) 2012 IEEE Conference on(2012) IEEE pp.43–52. 4

5. Overview: The design, adoption, and analysis of a visual document mining tool for investigative journalists;Brehmer M.;IEEE Transactions on Visualization and Computer Graphics,2014

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