A survey on ML4VIS: Applying machine learning advances to data visualization

• Main Authors: WANG, Qianwen, CHEN, Zhutian, WANG, Yong, QU, Huamin
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2021
• Subjects: ML4VIS; Machine Learning; Data Visualization; Survey; Databases and Information Systems; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/7670; https://ink.library.smu.edu.sg/context/sis_research/article/8673/viewcontent/2012.00467.pdf
• Institution: Singapore Management University

Inspired by the great success of machine learning (ML), researchers have applied ML techniques to visualizations to achieve a better design, development, and evaluation of visualizations. This branch of studies, known as ML4VIS, is gaining increasing research attention in recent years. To successful...