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 …

Information visualisation methods and techniques: State-of-the-art and future directions

H Shen, T Bednarz, H Nguyen, F Feng, T Wyeld… - Journal of Industrial …, 2019 - Elsevier
Visualisation research explores techniques for conveying information in a meaningful way to
allow users to make sense of data. This paper aims to review state-of-the-art information …

Vairoma: A visual analytics system for making sense of places, times, and events in roman history

I Cho, W Dou, DX Wang, E Sauda… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Learning and gaining knowledge of Roman history is an area of interest for students and
citizens at large. This is an example of a subject with great sweep (with many interrelated …

Vizrec: Recommending personalized visualizations

B Mutlu, E Veas, C Trattner - ACM Transactions on Interactive Intelligent …, 2016 - dl.acm.org
Visualizations have a distinctive advantage when dealing with the information overload
problem: Because they are grounded in basic visual cognition, many people understand …

VisiNav: A system for visual search and navigation on web data

A Harth - Journal of Web Semantics, 2010 - Elsevier
Web standards such as RDF (Resource Description Framework) facilitate data integration
over large number of sources. The resulting interlinked datasets describe objects, their …

Interactive visual profiling of musicians

S Jänicke, J Focht… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Determining similar objects based upon the features of an object of interest is a common
task for visual analytics systems. This process is called profiling, if the object of interest is a …

An evaluation framework for network security visualizations

I Sharafaldin, AH Lashkari, AA Ghorbani - Computers & Security, 2019 - Elsevier
Visualization helps to comprehend and analyze large amounts of data, a fundamental
necessity for network security due to the large volume of audits traces produced each day. In …

A visual analytics approach for the diagnosis of heterogeneous and multidimensional machine maintenance data

X Zhang, T Fujiwara, S Chandrasegaran… - 2021 IEEE 14th …, 2021 - ieeexplore.ieee.org
Analysis of large, high-dimensional, and heterogeneous datasets is challenging as no one
technique is suitable for visualizing and clustering such data in order to make sense of the …

An insight-and task-based methodology for evaluating spatiotemporal visual analytics

SR Gomez, H Guo, C Ziemkiewicz… - 2014 IEEE Conference …, 2014 - ieeexplore.ieee.org
We present a method for evaluating visualizations using both tasks and exploration, and
demonstrate this method in a study of spatiotemporal network designs for a visual analytics …

Interactive visual analysis of heterogeneous scientific data across an interface

J Kehrer, P Muigg, H Doleisch… - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
We present a systematic approach to the interactive visual analysis of heterogeneous
scientific data. The data consist of two interrelated parts given on spatial grids over time (eg …