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Visual Analytics for Machine Learning: A Data Perspective Survey

Research article (IEEE Transactions on Visualization and Computer Graphics, 2024) · cited 36× · AI/ML
CreativeWork academia

Facts

4 properties
Instance of
scholarly article[2]
Publication date
January 23, 2024as of 2026-09-23
where from?
Source
OpenAlex
Edition
20260923 · as of 2026-09-23
Bronze
not in the catalog
Transform
4ort-mint · openalex:20260923 · version not recorded
Published in
IEEE Transactions on Visualization and Computer Graphicsas of 2026-09-23
where from?
Source
OpenAlex
Edition
20260923 · as of 2026-09-23
Bronze
not in the catalog
Transform
4ort-mint · openalex:20260923 · version not recorded
Title
Visual Analytics for Machine Learning: A Data Perspective Surveyas of 2026-09-23
where from?
Source
OpenAlex
Edition
20260923 · as of 2026-09-23
Bronze
not in the catalog
Transform
4ort-mint · openalex:20260923 · version not recorded
🔖 Identifiers · 3
OpenAlex ID
W4391128914as of 2026-09-23
where from?
Source
OpenAlex
Edition
20260923 · as of 2026-09-23
Bronze
not in the catalog
Transform
4ort-mint · openalex:20260923 · version not recorded
DOI
10.1109/TVCG.2024.3357065as of 2026-09-23
where from?
Source
OpenAlex
Edition
20260923 · as of 2026-09-23
Bronze
not in the catalog
Transform
4ort-mint · openalex:20260923 · version not recorded
PubMed publication ID
38261496as of 2026-09-23
where from?
Source
OpenAlex
Edition
20260923 · as of 2026-09-23
Bronze
not in the catalog
Transform
4ort-mint · openalex:20260923 · version not recorded

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📜 Data licence
Source: OpenAlex (openalex.org), snapshot of 2026-09-23. CC0 1.0 Universal. CC0 1.0 Universal · OpenAlex
🔗 Connections
Authored by 2
Shixia Liu, Junpeng Wang
← Author of 2
Shixia Liu, Junpeng Wang
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Summary

Visual Analytics for Machine Learning: A Data Perspective Survey is a scholarly article[1].

Related Entities

Shixia Liu

References

Programmatic citations — every numbered marker resolves to a verifiable graph row below.

Direct Wikidata claims

  1. [2] ↑ . wikidata.org.

Class ancestry

  1. [1] ↑ . Wikidata. wikidata.org.

📑 Cite this page

Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.

APA 4ort.xyz Knowledge Graph. (2026). Visual Analytics for Machine Learning: A Data Perspective Survey. Retrieved October 20, 2026, from https://4ort.xyz/entity/visual-analytics-for-machine-learning-a-data-perspective-survey
MLA “Visual Analytics for Machine Learning: A Data Perspective Survey.” 4ort.xyz Knowledge Graph, 4ort.xyz, 20 Oct. 2026, https://4ort.xyz/entity/visual-analytics-for-machine-learning-a-data-perspective-survey.
BibTeX @misc{4ortxyz_visual-analytics-for-machine-learning-a-data-perspective-survey_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Visual Analytics for Machine Learning: A Data Perspective Survey}}, year = {2026}, url = {https://4ort.xyz/entity/visual-analytics-for-machine-learning-a-data-perspective-survey}, note = {Accessed: 2026-10-20}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Visual Analytics for Machine Learning: A Data Perspective Survey — https://4ort.xyz/entity/visual-analytics-for-machine-learning-a-data-perspective-survey (retrieved 2026-10-20)

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