Colored mosaic matrix: Visualization technique for high-dimensional data

Hiroaki Kobayashi; Kazuo Misue; Jiro Tanaka

doi:10.1109/IV.2013.50

Colored mosaic matrix: Visualization technique for high-dimensional data

Hiroaki Kobayashi, Kazuo Misue, Jiro Tanaka

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

5 Citations (Scopus)

Abstract

Owing to a limited display resolution, it may be difficult to obtain an overview of high-dimensional data in the display area used for visualization. In this paper, we aimed to obtain an overview of high-dimensional data in a limited screen area. We developed Colored Mosaic Matrix as a method to obtain a data overview. Colored Mosaic Matrix is a visualization method for high-dimensional categorical data that uses a color representation of the features. By representing quantitative data in category units, the proposed method enables the visualization of data containing a large number of records. As a result of an experimental investigation of its readability, we found our method to be useful in obtaining a data overview.

Original language	English
Title of host publication	Proceedings - 2013 17th International Conference on Information Visualisation, IV 2013
Pages	378-383
Number of pages	6
DOIs	https://doi.org/10.1109/IV.2013.50
Publication status	Published - 2013
Externally published	Yes
Event	2013 17th International Conference on Information Visualisation, IV 2013 - London, United Kingdom Duration: 2013 Jul 16 → 2013 Jul 18

Publication series

Name	Proceedings of the International Conference on Information Visualisation
ISSN (Print)	1093-9547

Other

Other	2013 17th International Conference on Information Visualisation, IV 2013
Country/Territory	United Kingdom
City	London
Period	13/7/16 → 13/7/18

Keywords

Color Representation
High-Dimensional Data
Panel Matrix

ASJC Scopus subject areas

Software
Signal Processing
Computer Vision and Pattern Recognition

Access to Document

10.1109/IV.2013.50

Cite this

Colored mosaic matrix : Visualization technique for high-dimensional data. / Kobayashi, Hiroaki; Misue, Kazuo; Tanaka, Jiro.

Proceedings - 2013 17th International Conference on Information Visualisation, IV 2013. 2013. p. 378-383 6676589 (Proceedings of the International Conference on Information Visualisation).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Kobayashi, H, Misue, K & Tanaka, J 2013, Colored mosaic matrix: Visualization technique for high-dimensional data. in Proceedings - 2013 17th International Conference on Information Visualisation, IV 2013., 6676589, Proceedings of the International Conference on Information Visualisation, pp. 378-383, 2013 17th International Conference on Information Visualisation, IV 2013, London, United Kingdom, 13/7/16. https://doi.org/10.1109/IV.2013.50

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abstract = "Owing to a limited display resolution, it may be difficult to obtain an overview of high-dimensional data in the display area used for visualization. In this paper, we aimed to obtain an overview of high-dimensional data in a limited screen area. We developed Colored Mosaic Matrix as a method to obtain a data overview. Colored Mosaic Matrix is a visualization method for high-dimensional categorical data that uses a color representation of the features. By representing quantitative data in category units, the proposed method enables the visualization of data containing a large number of records. As a result of an experimental investigation of its readability, we found our method to be useful in obtaining a data overview.",

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AB - Owing to a limited display resolution, it may be difficult to obtain an overview of high-dimensional data in the display area used for visualization. In this paper, we aimed to obtain an overview of high-dimensional data in a limited screen area. We developed Colored Mosaic Matrix as a method to obtain a data overview. Colored Mosaic Matrix is a visualization method for high-dimensional categorical data that uses a color representation of the features. By representing quantitative data in category units, the proposed method enables the visualization of data containing a large number of records. As a result of an experimental investigation of its readability, we found our method to be useful in obtaining a data overview.

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BT - Proceedings - 2013 17th International Conference on Information Visualisation, IV 2013

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Colored mosaic matrix: Visualization technique for high-dimensional data

Abstract

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Keywords

ASJC Scopus subject areas

Access to Document

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