Visual Analytics for Machine Learning: A Data Perspective Survey

The past decade has witnessed a plethora of works that leverage the power of visualization (VIS) to interpret machine learning (ML) models. The corresponding research topic, VIS4ML, keeps growing at a fast pace. To better organize the enormous works and shed light on the developing trend of VIS4ML,...

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Bibliographic Details

Published in:	IEEE transactions on visualization and computer graphics Vol. 30; no. 12; pp. 7637 - 7656
Main Authors:	Wang, Junpeng, Liu, Shixia, Zhang, Wei
Format:	Journal Article
Language:	English
Published:	United States IEEE 01.12.2024
Subjects:	Analytical models Data models Explainable AI machine learning Surveys Task analysis Taxonomy VIS4ML Visual analytics visualization
ISSN:	1077-2626, 1941-0506, 1941-0506
Online Access:	Get full text
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