Visual analytics in urban computing: An overview

Y Zheng, W Wu, Y Chen, H Qu… - IEEE Transactions on Big …, 2016 - ieeexplore.ieee.org
Nowadays, various data collected in urban context provide unprecedented opportunities for
building a smarter city through urban computing. However, due to heterogeneity, high …

A survey of visual analytics techniques for machine learning

J Yuan, C Chen, W Yang, M Liu… - Computational Visual …, 2021 - ieeexplore.ieee.org
Visual analytics for machine learning has recently evolved as one of the most exciting areas
in the field of visualization. To better identify which research topics are promising and to …

Interactive visual discovering of movement patterns from sparsely sampled geo-tagged social media data

S Chen, X Yuan, Z Wang, C Guo… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Social media data with geotags can be used to track people's movements in their daily lives.
By providing both rich text and movement information, visual analysis on social media data …

Visual exploration of sparse traffic trajectory data

Z Wang, T Ye, M Lu, X Yuan, H Qu… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
In this paper, we present a visual analysis system to explore sparse traffic trajectory data
recorded by transportation cells. Such data contains the movements of nearly all moving …

Context‐aware movement analytics: implications, taxonomy, and design framework

M Sharif, AA Alesheikh - Wiley Interdisciplinary Reviews: Data …, 2018 - Wiley Online Library
Movement of an entity is greatly affected by its internal and external contexts. Such
consequential influence has created new paradigms for context‐aware movement data …

Visualizing the relationship between human mobility and points of interest

W Zeng, CW Fu, SM Arisona… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
In transportation studies, one fundamental problem is to analyze the departures and arrivals
at locations in order to predict the travel demands for urban planning and traffic …

Scalable and privacy-respectful interactive discovery of place semantics from human mobility traces

N Andrienko, G Andrienko, G Fuchs… - Information …, 2016 - journals.sagepub.com
Mobility diaries of a large number of people are needed for assessing transportation
infrastructure and spatial development planning. Acquisition of personal mobility diaries …

Visual exploration of changes in passenger flows and tweets on mega-city metro network

M Itoh, D Yokoyama, M Toyoda… - … Transactions on Big …, 2016 - ieeexplore.ieee.org
Transportation systems in mega-cities are often affected by various kinds of events such as
natural disasters, accidents, and public gatherings. Highly dense and complicated networks …

A natural-language-based visual query approach of uncertain human trajectories

Z Huang, Y Zhao, W Chen, S Gao, K Yu… - … on Visualization and …, 2019 - ieeexplore.ieee.org
Visual querying is essential for interactively exploring massive trajectory data. However, the
data uncertainty imposes profound challenges to fulfill advanced analytics requirements. On …

Intelligent prediction of queue wait times

BH Ziskind, JD Bass, SS Sahadi… - US Patent 11,526,916, 2022 - Google Patents
An estimate is provided for how long a guest will have to wait to enter a ride, restaurant,
restroom, or other point of interest at a venue. Wait times are computed using one or more …