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

页码：79 / 89

页数：11

共 50 条

[21] Efficient Overlay-Based Parallel Data Mining Architecture
Anitta, J.
Jeseela
Judith, J. E.
2016 INTERNATIONAL CONFERENCE ON ENERGY EFFICIENT TECHNOLOGIES FOR SUSTAINABILITY (ICEETS), 2016, : 538 - 543
[22] A Model for Parallel Data Mining Based on Multi-Agent
Meng, Xianglei
Dang, Deyu
2009 5TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-8, 2009, : 5281 - 5284
[23] Neural-network-based metamodeling for parallel data mining
Yu, Lean
Wang, Shouyang
Lai, Kin Keung
DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2007, 14 : 712 - 721
[24] Parallel Associative Classification Data Mining Frameworks Based MapReduce
Thabtah, Fadi
Hammoud, Suhel
Abdel-Jaber, Hussein
PARALLEL PROCESSING LETTERS, 2015, 25 (02)
[25] A Parallel Data Mining Approach Based on Segmentation and Pruning Optimization
Wang, Jiameng
Yin, Yunfei
Deng, Xiyu
AUTOMATIC CONTROL AND COMPUTER SCIENCES, 2020, 54 (06) : 483 - 492
[26] A Parallel Data Mining Approach Based on Segmentation and Pruning Optimization
Yunfei Jiameng Wang
Xiyu Yin
Automatic Control and Computer Sciences, 2020, 54 : 483 - 492
[27] Parallel Neural-based Hybrid Data Mining Ensemble
Hassan, Syed Zahid
Verma, Brijesh
ISSNIP 2008: PROCEEDINGS OF THE 2008 INTERNATIONAL CONFERENCE ON INTELLIGENT SENSORS, SENSOR NETWORKS, AND INFORMATION PROCESSING, 2008, : 115 - 119
[28] Another data mining tool
Mason, RL
Young, JC
QUALITY PROGRESS, 2003, 36 (02) : 76 - 79
[29] A tool for data mining support
Hubal, M
Bednár, P
INTELLIGENT TECHNOLOGIES - THEORY AND APPLICATIONS: NEW TRENDS IN INTELLIGENT TECHNOLOGIES, 2002, 76 : 196 - 200
[30] Data mining on views in a parallel data server
Sarkar, S
Sarkar, S
PROCEEDINGS OF THE HIGH-PERFORMANCE COMPUTING (HPC'98), 1998, : 133 - 138

← 1 2 3 4 5 →