Visualization of Multidimensional Data in Explorative Forecast

被引:0
|
作者
Domanska, Diana [1 ]
Wojtylak, Marek [2 ]
Kotarski, Wieslaw [1 ]
机构
[1] Univ Silesia, Inst Comp Sci, Bedzinska 39, PL-41200 Sosnowiec, Poland
[2] Inst Meteorol & Water Management IMGW, PL-40039 Katowice, Poland
来源
COMPUTER VISION AND GRAPHICS | 2012年 / 7594卷
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The aim of this paper is to present a new way of multidimensional data visualization for explorative forecast built for real meteorological data coming from the Institute of Meteorology and Water Management (IMGW) in Katowice, Poland. In the earlier works two first authors of the paper proposed a method that aggregates huge amount of data based on fuzzy numbers. Explorative forecast uses similarity of data describing situations in the past to those in the future. 2D and 3D visualizations of multidimensional data can be used to carry out its analysis to find hidden information that is not visible in the raw data e. g. intervals of fuzziness, fitting real number to a fuzzy number.
引用
收藏
页码:63 / 70
页数:8
相关论文
共 50 条
  • [21] Interactive multidimensional data visualization.
    Xia, TH
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 1997, 214 : 199 - COMP
  • [22] Explorative Visualization of Food Data to Raise Awareness of Nutritional Value
    Lunterova, Anna
    Spetko, Ondrej
    Palamas, George
    HCI INTERNATIONAL 2019 - LATE BREAKING PAPERS, HCII 2019, 2019, 11786 : 180 - 191
  • [23] Large multidimensional data visualization for materials science
    Sharma, A
    Kalia, RK
    Nakano, A
    Vashishta, P
    COMPUTING IN SCIENCE & ENGINEERING, 2003, 5 (02) : 26 - 33
  • [24] Visualization and interactive analysis of multidimensional image data
    Cetin, H
    VISUAL DATA EXPLORATION AND ANALYSIS III, 1996, 2656 : 181 - 188
  • [25] METHODS OF MULTIDIMENSIONAL DATA SCALING AND VISUALIZATION [SURVEY]
    TEREKHINA, AY
    AUTOMATION AND REMOTE CONTROL, 1973, 34 (07) : 1109 - 1121
  • [26] Multidimensional data visualization in the statistical analysis of curricula
    Dzemyda, G
    COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2005, 49 (01) : 265 - 281
  • [27] Visualization approaches for multidimensional biological image data
    Rueden, Curtis T.
    Eliceiri, Kevin W.
    BIOTECHNIQUES, 2007, 43 (01) : 31 - +
  • [28] Evolutionary multidimensional scaling for data visualization and classification
    Iswandy, Kuncup
    Koenig, Andreas
    APPLICATIONS OF SOFT COMPUTING: RECENT TRENDS, 2006, : 177 - +
  • [29] Parallel dual visualization of multidimensional Multivariate data
    Xu, Yonghong
    Hong, Wenxue
    Li, Xin
    Song, Jialin
    2007 IEEE INTERNATIONAL CONFERENCE ON INTEGRATION TECHNOLOGY, PROCEEDINGS, 2007, : 263 - +
  • [30] Metadata Based Visualization System for Multidimensional Data
    Peng, Yan
    PROCEEDINGS OF THE 2017 2ND INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND ARTIFICIAL INTELLIGENCE (CAAI 2017), 2017, 134 : 564 - 567