Parkinson Data Analysis and Interpretation with Data Visualization Methods

被引:0
|
作者
Ghayoumi, Mehdi [1 ]
Zhao, Ye [1 ]
机构
[1] Kent State Univ, Dept Comp Sci, Kent, OH 44242 USA
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Information Visualization has been used in many areas and now its applications are growing each day. Modelling and visualization psychological processes, based on the analysis of psychological data can be a real necessary for all experts in this field. In this article we use PCA and person fit statistical for analyzing data, and some visualization tools for modeling to provide some visualizations of the Parkinson patient's information. The results show some meaningful relations between BMI, Age in one side and percentage of some Parkinson patient features that can be appear in men and women on the other side.
引用
收藏
页码:884 / 893
页数:10
相关论文
共 50 条
  • [21] VISUALIZATION INVESTIGATION ON THE MARINE DATA WITH MULTIVARIATE STATISTICAL ANALYSIS METHODS
    Li Yajie
    Lv Zhengdong
    Wang Maonan
    POLISH MARITIME RESEARCH, 2017, 24 : 89 - 94
  • [22] Business data mining and visualization methods
    Zhou, Ning
    Zhang, Fangfang
    Yu, Xiaosheng
    Wen, Yanping
    International Conference on Management Innovation, Vols 1 and 2, 2007, : 416 - 420
  • [23] Methods for the visualization of clustered climate data
    Nocke, T
    Schumann, H
    Böhm, U
    COMPUTATIONAL STATISTICS, 2004, 19 (01) : 75 - 94
  • [24] Data Visualization Model Methods and Techniques
    Bai, Shengyuan
    Zhou, Xiangyi
    Lyu, You
    Wang, Jiali
    Pan, Chengxiang
    2018 4TH INTERNATIONAL CONFERENCE ON ENVIRONMENTAL SCIENCE AND MATERIAL APPLICATION, 2019, 252
  • [25] A BIG DATA PROCESSING METHODS FOR VISUALIZATION
    Fu, Qunchao
    Liu, Wanheng
    Xue, Tengfei
    Gu, Heng
    Zhang, Siyue
    Wang, Cong
    2014 IEEE 3RD INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND INTELLIGENCE SYSTEMS (CCIS), 2014, : 571 - 575
  • [26] Methods for the visualization of clustered climate data
    Thomas Nocke
    Heidrun Schumann
    Uwe Böhm
    Computational Statistics, 2004, 19 : 75 - 94
  • [27] INTERPRETATION AND ANALYSIS OF COMPLEX ENVIRONMENTAL DATA USING CHEMOMETRIC METHODS
    WENNING, RJ
    ERICKSON, GA
    TRAC-TRENDS IN ANALYTICAL CHEMISTRY, 1994, 13 (10) : 446 - 457
  • [28] STATISTICAL CURVATURE ANALYSIS-METHODS FOR INTERPRETATION OF DIPMETER DATA
    BENGTSON, CA
    OIL & GAS JOURNAL, 1980, 78 (25) : 172 - &
  • [29] Tourism & Leisure Research Methods: Data Collection, Analysis and Interpretation
    Kalula, Mpiana
    AFRICAN JOURNAL OF BUSINESS MANAGEMENT, 2010, 4 (05): : A1 - A1
  • [30] ANALYSIS AND INTERPRETATION OF DATA
    KILPATRICK, SJ
    WOOD, M
    JOURNAL OF FAMILY PRACTICE, 1978, 7 (01): : 101 - 112