Visual modeling in an analysis of multidimensional data

被引:5
|
作者
Zakharova, A. A. [1 ]
Vekhter, E. V. [1 ]
Shklyar, A. V. [1 ]
Pak, A. J. [1 ]
机构
[1] Tomsk Polytech Univ, Ave Lenin 30, Tomsk 634050, Russia
来源
XI INTERNATIONAL SCIENTIFIC AND TECHNICAL CONFERENCE - APPLIED MECHANICS AND DYNAMICS SYSTEMS | 2018年 / 944卷
关键词
VISUALIZATION;
D O I
10.1088/1742-6596/944/1/012127
中图分类号
O3 [力学];
学科分类号
08 ; 0801 ;
摘要
The article proposes an approach to solve visualization problems and the subsequent analysis of multidimensional data. Requirements to the properties of visual models, which were created to solve analysis problems, are described. As a perspective direction for the development of visual analysis tools for multidimensional and voluminous data, there was suggested an active use of factors of subjective perception and dynamic visualization. Practical results of solving the problem of multidimensional data analysis are shown using the example of a visual model of empirical data on the current state of studying processes of obtaining silicon carbide by an electric arc method. There are several results of solving this problem. At first, an idea of possibilities of determining the strategy for the development of the domain, secondly, the reliability of the published data on this subject, and changes in the areas of attention of researchers over time.
引用
收藏
页数:5
相关论文
共 50 条
  • [1] Visual Analysis of Sorting and Classification of Multidimensional Data
    Yang, Dongsheng
    Yu, Shidong
    Hao, Ying
    INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2021, 35 (03)
  • [2] THE PROCEDURES OF VISUAL ANALYSIS FOR MULTIDIMENSIONAL DATA VOLUMES
    Bondarev, A. E.
    INTERNATIONAL WORKSHOP ON PHOTOGRAMMETRIC AND COMPUTER VISION TECHNIQUES FOR VIDEO SURVEILLANCE, BIOMETRICS AND BIOMEDICINE, 2019, 42-2 (W12): : 17 - 21
  • [3] Interactive Visual Summarization of Multidimensional Data
    Kocherlakota, Sarat M.
    Healey, Christopher G.
    2009 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC 2009), VOLS 1-9, 2009, : 362 - +
  • [4] Visual Single Cluster of Multidimensional Data
    Ameur, Khadidja
    Benblidia, Nadjia
    Oukid-Khouas, Saliha
    2012 INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS AND INDUSTRIAL INFORMATICS (ICCSII), 2012,
  • [5] DICON: Interactive Visual Analysis of Multidimensional Clusters
    Cao, Nan
    Gotz, David
    Sun, Jimeng
    Qu, Huamin
    IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2011, 17 (12) : 2581 - 2590
  • [6] Multidimensional Projections for Visual Analysis of Social Networks
    Martins, Rafael Messias
    Andery, Gabriel Faria
    Heberle, Henry
    Paulovich, Fernando Vieira
    Lopes, Alneu de Andrade
    Pedrini, Helio
    Minghim, Rosane
    JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2012, 27 (04) : 791 - 810
  • [7] The Application Research on the Visual Data Modeling In the Information System Analysis and Design
    Wu Zhenfeng
    Guo Lin
    IEEE: 2009 INTERNATIONAL CONFERENCE ON E-LEARNING, E-BUSINESS, ENTERPRISE INFORMATION SYSTEMS AND E-GOVERNMENT, 2009, : 169 - +
  • [8] DataScope: Interactive Visual Exploratory Dashboards For Large Multidimensional Data
    Iyer, Ganesh
    DuttaDuwarah, Sapoonjyoti
    Sharma, Ashish
    2017 IEEE WORKSHOP ON VISUAL ANALYTICS IN HEALTHCARE (VAHC), 2017, : 17 - 23
  • [9] A visual modeling method for spatiotemporal and multidimensional features in epidemiological analysis: Applied COVID-19 aggregated datasets
    Dong, Yu
    Liang, Christy Jie
    Chen, Yi
    Hua, Jie
    COMPUTATIONAL VISUAL MEDIA, 2024, 10 (01): : 161 - 186
  • [10] Visual Clustering of Multidimensional Educational Data From an Intelligent Tutoring System
    Dogan, Buket
    Camurcu, A. Yilmaz
    COMPUTER APPLICATIONS IN ENGINEERING EDUCATION, 2010, 18 (02) : 375 - 382