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
来源：
COMPUTATIONAL STATISTICS | 1999年 / 14卷 / 01期
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
  • [31] On a rough sets based data mining tool in prolog: An overview
    Sakai, Hiroshi
    DECLARATIVE PROGRAMMING FOR KNOWLEDGE MANAGEMENT, 2006, 4369 : 48 - 65
  • [32] Software tool for agent-based distributed data mining
    Gorodetsky, V
    Karsaeyv, O
    Samoilov, V
    INTERNATIONAL CONFERENCE ON INTEGRATION OF KNOWLEDGE INTENSIVE MULTI-AGENT SYSTEMS: KIMAS'03: MODELING, EXPLORATION, AND ENGINEERING, 2003, : 710 - 715
  • [33] Parallel Coordinates for Multidimensional Data Visualization: Basic Concepts
    Heinrich, Julian
    Weiskopf, Daniel
    COMPUTING IN SCIENCE & ENGINEERING, 2015, 17 (03) : 70 - 76
  • [34] Interactive Visualization of Enrollment Data Using Parallel Coordinates
    Wei Xinglei
    Li Xueqing
    UBIQUITOUS COMPUTING APPLICATION AND WIRELESS SENSOR, 2015, 331 : 529 - 535
  • [35] Organizing and visualizing database data using parallel coordinates
    Presser, Clifton G. M.
    VISUALIZATION AND DATA ANALYSIS 2006, 2006, 6060
  • [36] Bifocal Parallel Coordinates Plot for Multivariate Data Visualization
    Kaur, Gurminder
    Karki, Bijaya B.
    VISIGRAPP 2018: PROCEEDINGS OF THE 13TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS / INTERNATIONAL CONFERENCE ON INFORMATION VISUALIZATION THEORY AND APPLICATIONS (IVAPP), VOL 3, 2018, : 173 - 180
  • [37] Comprehensible Visualization of Multidimensional Data: Sum of Ranking Differences-Based Parallel Coordinates
    Ipkovich, Adam
    Heberger, Karoly
    Abonyi, Janos
    MATHEMATICS, 2021, 9 (24)
  • [38] Data Visualization of Web Service with Parallel Coordinates and NodeTrix
    Lu, Jiawei
    Zhang, Yuanming
    Xu, Jun
    Xiao, Gang
    Liang, Qianhui
    2014 IEEE INTERNATIONAL CONFERENCE ON SERVICES COMPUTING (SCC 2014), 2014, : 766 - 773
  • [39] Historical data analysis based on plots of independent and parallel coordinates and statistical control limits
    Albazzaz, H
    Wang, XZ
    JOURNAL OF PROCESS CONTROL, 2006, 16 (02) : 103 - 114
  • [40] HYPERDIMENSIONAL DATA-ANALYSIS USING PARALLEL COORDINATES
    WEGMAN, EJ
    JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1990, 85 (411) : 664 - 675
12345