Michiel A. Bakker

schoolMassachusetts Institute of Technologybar_chart#5962 Global Rank

Total Papers

HCI Rank

#5962

Research Areas

Years Active

Recent Publications

VizML: A Machine Learning Approach to Visualization Recommendation

Visualization recommender systems aim to lower the barrier to exploring basic visualizations by automatically generating results for analysts to search and select, rather than manually specify. Here, we demonstrate a novel machine learning-based approach to visualization recommendation that learns visualization design…

CHI '194th AuthorInteractive Data Visualization +1

VizNet: Towards A Large-Scale Visualization Learning and Benchmarking Repository

Researchers currently rely on ad hoc datasets to train automated visualization tools and evaluate the effectiveness of visualization designs. These exemplars often lack the characteristics of real-world datasets, and their one-off nature makes it difficult to compare different techniques. In this paper, we present Viz…

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