The State of the Art in Integrating Machine Learning into Visual Analytics

• Published in: Computer graphics forum Vol. 36; no. 8; pp. 458 - 486
• Main Authors: Endert, A., Ribarsky, W., Turkay, C., Wong, B.L. William, Nabney, I., Blanco, I. Díaz, Rossi, F.
• Format: Journal Article
• Language: English
• Published: Oxford Blackwell Publishing Ltd 01.12.2017; Wiley
• Subjects: Analytics; Artificial intelligence; Categories and Subject Descriptors: Human‐Centred Computing; Computer Science; data mining; Human-Computer Interaction; information visualization; Interactive systems; Machine Learning; Mathematical analysis; Scientific visualization; State of the art; Statistics; visual analytics; Visualization; Visualization; Information visualization; Visual Analytics; data mining; Human-Centred Computing

Visual analytics systems combine machine learning or other analytic techniques with interactive data visualization to promote sensemaking and analytical reasoning. It is through such techniques that people can make sense of large, complex data. While progress has been made, the tactful combination o...