Ai4vis: Survey on artificial intelligence approaches for data visualization

A Wu, Y Wang, X Shu, D Moritz, W Cui… - … on Visualization and …, 2021 - ieeexplore.ieee.org
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 …

Towards accessible chart visualizations for the non-visuals: Research, applications and gaps

M Singh, MS Kanroo, HS Kawoosa, P Goyal - Computer science review, 2023 - Elsevier
Abstract Chart Visualizations (CharVis) such as charts/plots and diagrams are commonly
used in documents for representing the underlying quantitative information. However, the …

Chart mining: A survey of methods for automated chart analysis

K Davila, S Setlur, D Doermann… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Charts are useful communication tools for the presentation of data in a visually appealing
format that facilitates comprehension. There have been many studies dedicated to chart …

Viziometrics: Analyzing visual information in the scientific literature

P Lee, JD West, B Howe - IEEE Transactions on Big Data, 2017 - ieeexplore.ieee.org
Scientific results are communicated visually in the literature through diagrams,
visualizations, and photographs. These information-dense objects have been largely …

Scatteract: Automated extraction of data from scatter plots

M Cliche, D Rosenberg, D Madeka, C Yee - Machine Learning and …, 2017 - Springer
Charts are an excellent way to convey patterns and trends in data, but they do not facilitate
further modeling of the data or close inspection of individual data points. We present a fully …

An architecture for information extraction from figures in digital libraries

S Ray Choudhury, CL Giles - … of the 24th international conference on …, 2015 - dl.acm.org
Scholarly documents contain multiple figures representing experimental findings. These
figures are generated from data which is not reported anywhere else in the paper. We …

Graph interpretation, summarization and visualization techniques: A review and open research issues

P Mishra, S Kumar, MK Chaube - Multimedia Tools and Applications, 2023 - Springer
Graphs has been a ubiquitous way of representing heterogeneous data. There are many
studies focused on graph learning highlighting the approaches for graph data extraction …

Automatic extraction of figures from scholarly documents

S Ray Choudhury, P Mitra, CL Giles - … of the 2015 ACM symposium on …, 2015 - dl.acm.org
Scholarly papers (journal and conference papers, technical reports, etc.) usually contain
multiple``figures''such as plots, flow charts and other images which are generated manually …

Automatic extraction of figures from scientific publications in high-energy physics

PA Praczyk, J Nogueras-Iso - Information Technology and …, 2013 - ejournals.bc.edu
Plots and figures play an important role in the process of understanding a
scientificpublication, providing overviews of large amounts of data or ideas that are difficult …

Image search in patents: a review

N Bhatti, A Hanbury - International journal on document analysis and …, 2013 - Springer
To verify the originality of an invention in a patent, the graphical description available in the
form of patent drawings often plays a critical role. This paper introduces the importance …