Browsing Bergen Open Research Archive by Author "Fan, Chaoran"
Now showing items 1-3 of 3
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Improving Interaction in Visual Analytics using Machine Learning
Fan, Chaoran (Doctoral thesis, 2021-11-05)Interaction is one of the most fundamental components in visual analytical systems, which transforms people from mere viewers to active participants in the process of analyzing and understanding data. Therefore, fast and ... -
On KDE-based brushing in scatterplots and how it compares to CNN-based brushing
Fan, Chaoran; Hauser, Helwig (Chapter, 2019)In this paper, we investigate to which degree the human should be involved into the model design and how good the empirical model can be with more careful design. To find out, we extended our previously published Mahalanobis ... -
Personalized Sketch-Based Brushing in Scatterplots
Fan, Chaoran; Hauser, Helwig (Journal article; Peer reviewed, 2019)Brushing is at the heart of most modern visual analytics solutions and effective and efficient brushing is crucial for successful interactive data exploration and analysis. As the user plays a central role in brushing, ...