Application of Multidimensional Data Visualization in Creation of Pattern Recognition Systems

被引：12
|
作者：
Jamroz, Dariusz [1 ]
机构：
[1] AGH Univ Sci & Technol, PL-30059 Krakow, Poland
来源：
MAN-MACHINE INTERACTIONS 3 | 2014年 / 242卷
关键词：
multidimensional visualization; pattern recognition; NEURAL-NETWORKS;
D O I：
10.1007/978-3-319-02309-0_48
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The paper presents the application of multidimensional data visualization to obtain the views of 5-dimensional space of features created by recognition of printed characters. On the basis of these views it was stated that the features chosen to construction of features space are sufficient to correct recognition process. This is the significant help by constructing the recognition systems because the correct selection of objects properties on the basis of which the recognition should occur is one of the hardest stages.
引用
收藏
页码：443 / 450
页数：8
相关论文
共 50 条
  • [1] Data Visualization to Explore the Countries Dataset for Pattern Creation
    Khan, Shakir
    [J]. INTERNATIONAL JOURNAL OF ONLINE AND BIOMEDICAL ENGINEERING, 2021, 17 (13) : 4 - 19
  • [2] The Application of V-system in Visualization of Multidimensional Data
    Song, Ruixia
    Zhao, Zhaoxia
    Wang, Xiaochun
    [J]. 2009 11TH IEEE INTERNATIONAL CONFERENCE ON COMPUTER-AIDED DESIGN AND COMPUTER GRAPHICS, PROCEEDINGS, 2009, : 170 - +
  • [3] Supervised visualization of microarray data by statistical pattern recognition
    Miyamoto, Takanobu
    Uchimura, Shunji
    Iizuka, Norio
    Oka, Masaaki
    Yamada-Okabe, Hisafumi
    Hamamoto, Yoshihiko
    [J]. CANCER RESEARCH, 2006, 66 (08)
  • [4] Application of Data Mining Methods for Pattern Recognition in Negotiation Support Systems
    Kaya, Muhammed-Fatih
    Schoop, Mareike
    [J]. GROUP DECISION AND NEGOTIATION: BEHAVIOR, MODELS, AND SUPPORT, GDN 2019, 2019, 351 : 223 - 237
  • [5] Multidimensional data visualization
    Matthew J. Pastizzo
    Robert F. Erbacher
    Laurie B. Feldman
    [J]. Behavior Research Methods, Instruments, & Computers, 2002, 34 : 158 - 162
  • [6] Multidimensional data visualization
    Pastizzo, MJ
    Erbacher, RF
    Feldman, LB
    [J]. BEHAVIOR RESEARCH METHODS INSTRUMENTS & COMPUTERS, 2002, 34 (02): : 158 - 162
  • [7] 2D Approach Measuring Multidimensional Data Pattern in Big Data Visualization
    Zhang, Jinson
    Huang, Mao Lin
    [J]. PROCEEDINGS OF 2016 IEEE INTERNATIONAL CONFERENCE ON BIG DATA ANALYSIS (ICBDA), 2016, : 194 - 199
  • [8] Web Application for Large-Scale Multidimensional Data Visualization
    Dzemyda, Gintautas
    Marcinkevicius, Virginijus
    Medvedev, Viktor
    [J]. MATHEMATICAL MODELLING AND ANALYSIS, 2011, 16 (02) : 273 - 285
  • [9] The Application of Spark in Medical Multidimensional Data Visualization and Statistical Analysis
    Tang, Haijing
    Zhou, Yangdong
    Wang, Taoyi
    Shi, Yongcan
    [J]. PROCEEDINGS OF 2018 INTERNATIONAL CONFERENCE ON NETWORK INFRASTRUCTURE AND DIGITAL CONTENT (IEEE IC-NIDC), 2018, : 86 - 90
  • [10] STEREOSCOPIC DATA VISUALIZATION - PATTERN-RECOGNITION IN 3 DIMENSIONS
    GLICK, M
    HIEFTJE, GM
    [J]. ANALYTICA CHIMICA ACTA, 1992, 259 (01) : 79 - 87
12345