Multi-resolution Analysis for Vector Plots of Time Series Data

Nguyen, Bao; Hewett, Rattikorn; Dang, Tommy

Multi-resolution Analysis for Vector Plots of Time Series Data

Files

055-059.pdf (1.22 MB)

Date

2021

Authors

Nguyen, Bao
Hewett, Rattikorn
Dang, Tommy

Publisher

The Eurographics Association

Abstract

Vector plots can directly visualize both temporal variation and spatial distribution, so it is interesting to use this type of plot for displaying multivariate time series. However, vector plots cannot reveal global temporal information. This paper introduces an interactive visualization that allows comparisons between different resolutions for easing this limit. The proposed approach is applied to two real data to demonstrate its benefits and potential.

        @inproceedings{10.2312:eurova.20211099
,
booktitle = {EuroVis Workshop on Visual Analytics (EuroVA)
},
editor = {Vrotsou, Katerina and Bernard, Jürgen
},
title = {{Multi-resolution Analysis for Vector Plots of Time Series Data
}},
author = {Nguyen, Bao and 
Hewett, Rattikorn and 
Dang, Tommy
},
year = {2021
},
publisher = {The Eurographics Association
},
ISBN = {978-3-03868-150-2
},
DOI = {10.2312/eurova.20211099
}
}