ParallAX - A data mining tool based on parallel coordinates

被引:10
|
作者
Avidan, T [1 ]
Avidan, S [1 ]
机构
[1] Tel Aviv Univ, Fac Exact Sci, IL-69978 Tel Aviv, Israel
关键词
visualization; parallel coordinates; data mining; multivariate data analysis;
D O I
10.1007/PL00022707
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
ParallAX is a new user-friendly tool for visualizing and analyzing multivariate data using the parallel coordinates methodology. Complex queries are formed as logical combinations of a small number of atomic queries. Pre-processing facilities like banding, outlier-pruning, constrained permutations selection, wrapping and others are included. These and some more features are the basis towards automated search processes which are essential when categorizing data. In addition, the parallel coordinates display is dynamically linked to scatter plot displays, where the results of complex polygonal queries on one display are reflected on the other.
引用
收藏
页码:79 / 89
页数:11
相关论文
共 50 条
  • [1] ParallAX — A data mining tool based on parallel coordinates
    Tova Avidan
    Shlomo Avidan
    Computational Statistics, 1999, 14 : 79 - 89
  • [2] VISDM-PC: A visual data mining tool based on parallel coordinate
    Wang, HB
    Wang, CB
    Liu, K
    Meng, B
    Zhou, DR
    PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2004, : 1244 - 1248
  • [3] Parallel filter: A visual classifier based on parallel coordinates and Multivariate data analysis
    Xu, Yonghong
    Hong, Wenxue
    Chen, Na
    Li, Xin
    Liu, WenYuan
    Zhang, Tao
    ADVANCED INTELLIGENT COMPUTING THEORIES AND APPLICATIONS, PROCEEDINGS: WITH ASPECTS OF ARTIFICIAL INTELLIGENCE, 2007, 4682 : 1172 - 1183
  • [4] Parallel Bubbles: Visualization of categorical data in Parallel Coordinates
    Tuor, Raphael
    Evequoz, Florian
    Lalanne, Denis
    ACTES DE LA 28EME CONFERENCE DE L'ASSOCIATION FRANCOPHONE D'INTERACTION HOMME-MACHINE (IHM16), 2016, : 299 - 306
  • [5] Organizing and visualizing database data using parallel coordinates
    Presser, Clifton G. M.
    VISUALIZATION AND DATA ANALYSIS 2006, 2006, 6060
  • [6] Comprehensible Visualization of Multidimensional Data: Sum of Ranking Differences-Based Parallel Coordinates
    Ipkovich, Adam
    Heberger, Karoly
    Abonyi, Janos
    MATHEMATICS, 2021, 9 (24)
  • [7] Research on Data Mining Technique Based on Visualization of Parallel Coordinate Method
    Zhang, Dianying
    APPLIED SCIENCE, MATERIALS SCIENCE AND INFORMATION TECHNOLOGIES IN INDUSTRY, 2014, 513-517 : 2384 - 2388
  • [8] A Multidimensional Data Visualization Method Based On Parallel Coordinates and Enhanced Ring
    Chen, Yi
    Cheng, Xianchen
    Chen, Hongqian
    2011 INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT), VOLS 1-4, 2012, : 2224 - 2229
  • [9] Privacy-Preserving Data Visualization using Parallel Coordinates
    Dasgupta, Aritra
    Kosara, Robert
    VISUALIZATION AND DATA ANALYSIS 2011, 2011, 7868
  • [10] Enhancing Visualization of Multidimensional Data by Ordering Parallel Coordinates Axes
    Nabil, Ayman
    Mohamed, Karim M.
    Kamal, Yasser M.
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2019, 10 (09) : 340 - 344