Ai4vis: Survey on artificial intelligence approaches for data visualization
Visualizations themselves have become a data format. Akin to other data formats such as
text and images, visualizations are increasingly created, stored, shared, and (re-) used with …
text and images, visualizations are increasingly created, stored, shared, and (re-) used with …
How Can Deep Neural Networks Aid Visualization Perception Research? Three Studies on Correlation Judgments in Scatterplots
How deep neural networks can aid visualization perception research is a wide-open
question. This paper provides insights from three perspectives—prediction, generalization …
question. This paper provides insights from three perspectives—prediction, generalization …
Human vs. machine eye for chart interpretation
P Mishra, U Shrawankar - 2022 IEEE Region 10 Symposium …, 2022 - ieeexplore.ieee.org
Recent advances in machine learning have enabled the creation of models that can read,
parse, and to a certain extent, reason about charts. These models are yet to reach up to …
parse, and to a certain extent, reason about charts. These models are yet to reach up to …
How Can Deep Neural Networks Aid Visualization Perception Research?
How deep neural networks can aid visualization perception research is a wide-open
question. This paper provides insights from three perspectives—prediction, generalization …
question. This paper provides insights from three perspectives—prediction, generalization …