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 …

A Survey on Exploratory Spatiotemporal Visual Analytics Approaches for Climate Science

AAR Nayeem, D Han, H Lee, D Kim, D Feldman… - arxiv preprint arxiv …, 2024 - arxiv.org
Climate science produces a wealth of complex, high-dimensional, multivariate data from
observations and numerical models. These data are critical for understanding climate …

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 …

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 …

[HTML][HTML] A Vector Field Visualization Method for Trajectory Big Data

A Li, Z Xu, J Zhang, T Li, X Cheng, C Hu - ISPRS International Journal of …, 2023 - mdpi.com
With the rapid growth of trajectory big data, there is a need for more efficient methods to
extract, analyze, and visualize these data. However, existing research on trajectory big data …

Fog-based secure service discovery for internet of multimedia things: A cross-blockchain approach

H Liang, J Wu, X Zheng, M Zhang, J Li… - ACM Transactions on …, 2020 - dl.acm.org
The Internet of Multimedia Things (IoMT) has become the backbone of innumerable
multimedia applications in various fields. The wide application of IoMT not only makes our …

QDS-COVID: A visual analytics system for interactive exploration of millions of COVID-19 healthcare records in Brazil

JCC Ipenza, NML Romero, M Loreto, NF Júnior… - Applied soft …, 2022 - Elsevier
COVID-19 is responsible for the deaths of millions of people around the world. The scientific
community has devoted its knowledge to finding ways that reduce the impact and …

COVIZ: a system for visual formation and exploration of patient cohorts

C Pahins, B Omidvar-Tehrani, S Amer-Yahia… - Proceedings of the …, 2019 - hal.science
We demonstrate COVIZ, an interactive system to visually form and explore patient cohorts.
COVIZ seamlessly integrates visual cohort formation and exploration, making it a single …

Interactive visual query of density maps on latent space via flow‐based models

N Li, T Liang, S Jiang, C Wang, C Li - Transactions in GIS, 2024 - Wiley Online Library
Visual querying of spatiotemporal data has become a dominant mode in the field of visual
analytics. Previous studies have utilized well‐designed data structures to speed up the …

[HTML][HTML] A comparative study of methods for the visualization of probability distributions of geographical data

S Srabanti, C Veiga, E Silva, M Lage… - Multimodal …, 2022 - mdpi.com
Probability distributions are omnipresent in data analysis. They are often used to model the
natural uncertainty present in real phenomena or to describe the properties of a data set …