Visual data analysis supported by eye-tracking, multi-touch displays, and machine learning

• Main Author: Mohammad Chegini
• Other Authors: Alexei Sourin
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/146744
• Institution: Nanyang Technological University

In recent years, data analysts have been confronted by increasing amounts of data, often in the form of multivariate datasets. Multivariate datasets can be thought of as a table, where dimensions are columns, and records are rows. Machine learning and data mining algorithms can help an analyst to bu...