A survey on information visualization: recent advances and challenges

S Liu, W Cui, Y Wu, M Liu - The Visual Computer, 2014 - Springer
Abstract Information visualization (InfoVis), the study of transforming data, information, and
knowledge into interactive visual representations, is very important to users because it …

[PDF][PDF] State of the Art of Parallel Coordinates.

J Heinrich, D Weiskopf - Eurographics (state of the art reports), 2013 - joules.de
This work presents a survey of the current state of the art of visualization techniques for
parallel coordinates. It covers geometric models for constructing parallel coordinates and …

Visualizing high-dimensional data: Advances in the past decade

S Liu, D Maljovec, B Wang, PT Bremer… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Massive simulations and arrays of sensing devices, in combination with increasing
computing resources, have generated large, complex, high-dimensional datasets used to …

A survey of visual analytics techniques and applications: State-of-the-art research and future challenges

GD Sun, YC Wu, RH Liang, SX Liu - Journal of Computer Science and …, 2013 - Springer
Visual analytics employs interactive visualizations to integrate users' knowledge and
inference capability into numerical/algorithmic data analysis processes. It is an active …

Telcovis: Visual exploration of co-occurrence in urban human mobility based on telco data

W Wu, J Xu, H Zeng, Y Zheng, H Qu… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Understanding co-occurrence in urban human mobility (ie people from two regions visit an
urban place during the same time span) is of great value in a variety of applications, such as …

[PDF][PDF] 大数据可视分析综述

任磊, 杜一, 马帅, 张小龙, 戴国忠 - 软件学报, 2014 - mashuai-ms.github.io
可视分析是大数据分析的重要方法. 大数据可视分析旨在利用计算机自动化分析能力的同时,
充分挖掘人对于可视化信息的认知能力优势, 将人, 机的各自**项进行有机融合 …

High-dimensional spatiotemporal visual analysis of the air quality in China

J Liu, G Wan, W Liu, C Li, S Peng, Z **e - Scientific Reports, 2023 - nature.com
Air quality is a significant environmental issue among the Chinese people and even the
global population, and it affects both human health and the Earth's long-term sustainability …

Smart brushing for parallel coordinates

RC Roberts, RS Laramee, GA Smith… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
The Parallel Coordinates plot is a popular tool for the visualization of high-dimensional data.
One of the main challenges when using parallel coordinates is occlusion and overplotting …

Orientation-enhanced parallel coordinate plots

RG Raidou, M Eisemann, M Breeuwer… - … on Visualization and …, 2015 - ieeexplore.ieee.org
Parallel Coordinate Plots (PCPs) is one of the most powerful techniques for the visualization
of multivariate data. However, for large datasets, the representation suffers from clutter due …

Augmenting parallel coordinates plots with color-coded stacked histograms

J Bok, B Kim, J Seo - IEEE Transactions on Visualization and …, 2020 - ieeexplore.ieee.org
We introduce Parallel Histogram Plot (PHP), a technique that overcomes the innate
limitations of parallel coordinates plot (PCP) by attaching stacked-bar histograms with …