Visualization for high-dimensional data: VisHD

Cheng Chih Yang, Cheng Chieh Chiang, Yi Ping Hung, Greg C. Lee

研究成果: 書貢獻/報告類型會議論文篇章

1 引文 斯高帕斯(Scopus)

摘要

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.

原文英語
主出版物標題Proceedings - Ninth International Conference on Information Visualisation, iV05
頁面692-696
頁數5
DOIs
出版狀態已發佈 - 2005
事件9th International Conference on Information Visualisation, iV05 - London, 英国
持續時間: 2005 七月 62005 七月 8

出版系列

名字Proceedings of the International Conference on Information Visualisation
2005
ISSN(列印)1093-9547

其他

其他9th International Conference on Information Visualisation, iV05
國家/地區英国
城市London
期間2005/07/062005/07/08

ASJC Scopus subject areas

  • 軟體
  • 訊號處理
  • 電腦視覺和模式識別

指紋

深入研究「Visualization for high-dimensional data: VisHD」主題。共同形成了獨特的指紋。

引用此