@inproceedings{35c1275302544dfc99025d97c3c667c7,
title = "Visualization for high-dimensional data: VisHD",
abstract = "This paper presents a visualization tool, VisHD, that can visualize the spatial distribution of vector points in high dimensional feature space. It is important to handle high dimensional information in many areas of computer science. VisHD provides several methods for dimension reduction in order to map the data from high dimensional space to low dimensional one. Next, this system builds intuitive visualization for observing the characteristics of the data set, whether these data are pre-defined labels or not. In addition, some useful functions have been implemented to facilitate the information visualization. This paper, finally, gives some experiments and discussions for showing the abilities of VisHD for visualizing high-dimensional data.",
keywords = "Dimension reduction, High-dimensional data, Information visualization",
author = "Yang, \{Cheng Chih\} and Chiang, \{Cheng Chieh\} and Hung, \{Yi Ping\} and Lee, \{Greg C.\}",
year = "2005",
doi = "10.1109/IV.2005.146",
language = "English",
isbn = "0769523978",
series = "Proceedings of the International Conference on Information Visualisation",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "692--696",
booktitle = "Proceedings - Ninth International Conference on Information Visualisation, iV05",
note = "9th International Conference on Information Visualisation, IV 2005 ; Conference date: 06-07-2005 Through 08-07-2005",
}