A structured review of data management technology for interactive visualization and analysis

L Battle, C Scheidegger - IEEE transactions on visualization …, 2020 - ieeexplore.ieee.org
In the last two decades, interactive visualization and analysis have become a central tool in
data-driven decision making. Concurrently to the contributions in data visualization …

Big data visualization tools

N Bikakis - arXiv preprint arXiv:1801.08336, 2018 - arxiv.org
Data visualization is the presentation of data in a pictorial or graphical format, and a data
visualization tool is the software that generates this presentation. Data visualization provides …

[图书][B] Linked data visualization: techniques, tools, and big data

L Po, N Bikakis, F Desimoni, G Papastefanatos - 2022 - books.google.com
Linked Data (LD) is a well-established standard for publishing and managing structured
information on the Web, gathering and bridging together knowledge from different scientific …

Visualizing simulation ensembles of extreme weather events

CVF de Souza, PCL Barcellos, L Crissaff, M Cataldi… - Computers & …, 2022 - Elsevier
In the last 20 years, extreme weather-related events like floods, landslides, droughts, and
wildfires have caused the death of 1.23 million people and a loss of 2.97 trillion dollars …

DDLVis: Real-time visual query of spatiotemporal data distribution via density dictionary learning

C Li, G Baciu, Y Wang, J Chen… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Visual query of spatiotemporal data is becoming an increasingly important function in visual
analytics applications. Various works have been presented for querying large …

Geo-context aware study of vision-based autonomous driving models and spatial video data

S Jamonnak, Y Zhao, X Huang… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Vision-based deep learning (DL) methods have made great progress in learning
autonomous driving models from large-scale crowd-sourced video datasets. They are …

Sports data visualization and betting

V Bhatt, U Aggarwal… - … International conference on …, 2022 - ieeexplore.ieee.org
The newest developments in the fields of data analysis, visualization, and predictive
analytics are organized and discussed in this study. The utilization of data to acquire …

Smartcube: An adaptive data management architecture for the real-time visualization of spatiotemporal datasets

C Liu, C Wu, H Shao, X Yuan - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Interactive visualization and exploration of large spatiotemporal data sets is difficult without
carefully-designed data preprocessing and management tools. We propose a novel …

Kyrix-s: Authoring scalable scatterplot visualizations of big data

W Tao, X Hou, A Sah, L Battle, R Chang… - … on Visualization and …, 2020 - ieeexplore.ieee.org
Static scatterplots often suffer from the overdraw problem on big datasets where object
overlap causes undesirable visual clutter. The use of zooming in scatterplots can help …

In-situ visual exploration over big raw data

N Bikakis, S Maroulis, G Papastefanatos… - Information Systems, 2021 - Elsevier
Data exploration and visual analytics systems are of great importance in Open Science
scenarios, where less tech-savvy researchers wish to access and visually explore big raw …