Towards natural language interfaces for data visualization: A survey
Utilizing Visualization-oriented Natural Language Interfaces (V-NLI) as a complementary
input modality to direct manipulation for visual analytics can provide an engaging user …
input modality to direct manipulation for visual analytics can provide an engaging user …
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 …
Calliope: Automatic visual data story generation from a spreadsheet
Visual data stories shown in the form of narrative visualizations such as a poster or a data
video, are frequently used in data-oriented storytelling to facilitate the understanding and …
video, are frequently used in data-oriented storytelling to facilitate the understanding and …
KG4Vis: A Knowledge Graph-Based Approach for Visualization Recommendation
Visualization recommendation or automatic visualization generation can significantly lower
the barriers for general users to rapidly create effective data visualizations, especially for …
the barriers for general users to rapidly create effective data visualizations, especially for …
VISAtlas: An image-based exploration and query system for large visualization collections via neural image embedding
High-quality visualization collections are beneficial for a variety of applications including
visualization reference and data-driven visualization design. The visualization community …
visualization reference and data-driven visualization design. The visualization community …
A review of recent deep learning approaches in human-centered machine learning
T Kaluarachchi, A Reis, S Nanayakkara - Sensors, 2021 - mdpi.com
After Deep Learning (DL) regained popularity recently, the Artificial Intelligence (AI) or
Machine Learning (ML) field is undergoing rapid growth concerning research and real-world …
Machine Learning (ML) field is undergoing rapid growth concerning research and real-world …
Composition and configuration patterns in multiple-view visualizations
Multiple-view visualization (MV) is a layout design technique often employed to help users
see a large number of data attributes and values in a single cohesive representation …
see a large number of data attributes and values in a single cohesive representation …
A survey on ML4VIS: Applying machine learning advances to data visualization
Inspired by the great success of machine learning (ML), researchers have applied ML
techniques to visualizations to achieve a better design, development, and evaluation of …
techniques to visualizations to achieve a better design, development, and evaluation of …
[图书][B] How humans judge machines
How people judge humans and machines differently, in scenarios involving natural
disasters, labor displacement, policing, privacy, algorithmic bias, and more. How would you …
disasters, labor displacement, policing, privacy, algorithmic bias, and more. How would you …
Text-to-viz: Automatic generation of infographics from proportion-related natural language statements
Combining data content with visual embellishments, infographics can effectively deliver
messages in an engaging and memorable manner. Various authoring tools have been …
messages in an engaging and memorable manner. Various authoring tools have been …