The Role of Visualization in Machine Learning

Problem

 Visual Analytics is a process supporting the information discovery through a combination of automated analysis methods, interactive visual interfaces, human perception, and reasoning. It is an effective solution to make sense of the data. A possible automatic analysis method is Machine Learning.

 

Aim

You should provide a systematic overview of existing approaches in scientific literature that use visualization in selected Machine Learning approaches.

 

Other information

Starting point(s) for research:

Endert, A., Ribarsky, W., Turkay, C., Wong, B.L.W., Nabney, I.T., Diaz-Blanco, I. and Rossi, F. (2017). The State of the Art in Integrating Machine Learning into Visual Analytics. Computer Graphics Forum, 36(8), pp. 458–486. doi:10.1111/cgf.13092.

Contact

Further information

Topics
Visualization, Visual Analytics, Machine Learning
Area
Visual Analytics (VA)
English
Scope
SE
Status
open