A survey of visual analytics techniques for machine learning

J Yuan, C Chen, W Yang, M Liu, J **a, S Liu - Computational Visual Media, 2021 - Springer
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 …

The state of the art in integrating machine learning into visual analytics

A Endert, W Ribarsky, C Turkay… - Computer graphics …, 2017 - Wiley Online Library
Visual analytics systems combine machine learning or other analytic techniques with
interactive data visualization to promote sensemaking and analytical reasoning. It is through …

Urban computing: concepts, methodologies, and applications

Y Zheng, L Capra, O Wolfson, H Yang - ACM Transactions on Intelligent …, 2014 - dl.acm.org
Urbanization's rapid progress has modernized many people's lives but also engendered big
issues, such as traffic congestion, energy consumption, and pollution. Urban computing …

Visual traffic jam analysis based on trajectory data

Z Wang, M Lu, X Yuan, J Zhang… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
In this work, we present an interactive system for visual analysis of urban traffic congestion
based on GPS trajectories. For these trajectories we develop strategies to extract and derive …

[หนังสือ][B] Thematic cartography and geovisualization

TA Slocum, RB McMaster, FC Kessler, HH Howard - 2022 - api.taylorfrancis.com
This comprehensive and well-established cartography textbook covers the theory and the
practical applications of map design and the appropriate use of map elements. It explains …

Visualization and visual analysis of multifaceted scientific data: A survey

J Kehrer, H Hauser - IEEE transactions on visualization and …, 2012 - ieeexplore.ieee.org
Visualization and visual analysis play important roles in exploring, analyzing, and
presenting scientific data. In many disciplines, data and model scenarios are becoming …

Space, time and visual analytics

G Andrienko, N Andrienko, U Demsar… - International journal …, 2010 - Taylor & Francis
Visual analytics aims to combine the strengths of human and electronic data processing.
Visualisation, whereby humans and computers cooperate through graphics, is the means …

Visual analytics of movement: An overview of methods, tools and procedures

N Andrienko, G Andrienko - Information visualization, 2013 - journals.sagepub.com
Analysis of movement is currently a hot research topic in visual analytics. A wide variety of
methods and tools for analysis of movement data has been developed in recent years. They …

Visual analytics of mobility and transportation: State of the art and further research directions

G Andrienko, N Andrienko, W Chen… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
Many cities and countries are now striving to create intelligent transportation systems that
utilize the current abundance of multisource and multiform data related to the functionality …

Reducing snapshots to points: A visual analytics approach to dynamic network exploration

S van den Elzen, D Holten, J Blaas… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
We propose a visual analytics approach for the exploration and analysis of dynamic
networks. We consider snapshots of the network as points in high-dimensional space and …