Information Visualization using the Weibull Distribution

被引:0
|
作者
Mongkolnam, Pornchai [1 ]
机构
[1] King Mongkuts Univ Technol Thonburi, Sch Infonnat Technol, Bangkok, Thailand
关键词
Visual analysis; information visualization; information exploration; Weibull distribution; probability density function; multiresolution;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Visualization has been around for more than two decades. Various techniques have been proposed, and some have found their fitting places in many applications in documentation visualization, scientific visualization, etc. To our knowledge, no one has applied the Weibull distribution's probability density functions whose flexibility lies in their adjustable shape and scale parameters to the information visualization. It is known that the different shapes and scales of the probability density functions could statistically model and effectively represent underlying data. Most data could approximately be modeled by the functions, their translations their reflection symmetries, or a combination of them. We: therefore, explore the potential of the visualization technique which is based on the Weibull distribution's probability density functions.
引用
收藏
页码:51 / 54
页数:4
相关论文
共 50 条
  • [41] Generalization of the Weibull distribution: the odd Weibull family
    Cooray, Kahadawala
    STATISTICAL MODELLING, 2006, 6 (03) : 265 - 277
  • [42] A novel information geometry method for estimating parameters of the Weibull wind speed distribution
    Kurban, Mehmet
    Dokur, Emrah
    Ceyhan, Salim
    PROCEEDINGS OF THE ESTONIAN ACADEMY OF SCIENCES, 2018, 67 (01) : 39 - 49
  • [43] A BIVARIATE WEIBULL DISTRIBUTION
    TATIKOND.LU
    ANNALS OF MATHEMATICAL STATISTICS, 1968, 39 (03): : 1092 - &
  • [44] A Multivariate Weibull Distribution
    Lee, Cheng K.
    Wen, Miin-Jye
    PAKISTAN JOURNAL OF STATISTICS AND OPERATION RESEARCH, 2009, 5 (02) : 55 - 66
  • [45] On the Exponentiated Weibull Distribution
    Al-Noor, Nadia Hashim
    Abid, Salah Hamza
    Boshi, Mohammad Abd Alhussein
    THIRD INTERNATIONAL CONFERENCE OF MATHEMATICAL SCIENCES (ICMS 2019), 2019, 2183
  • [46] COMPOUND WEIBULL DISTRIBUTION
    DUBEY, SD
    ANNALS OF MATHEMATICAL STATISTICS, 1965, 36 (02): : 726 - +
  • [47] EXPONENTIATED WEIBULL DISTRIBUTION
    Pal, M.
    Ali, M. M.
    Woo, J.
    STATISTICA, 2006, 66 (02) : 139 - 147
  • [48] On the Estimation for the Weibull Distribution
    Alizadeh M.
    Rezaei S.
    Bagheri S.F.
    Ann. Data Sci., 4 (373-390): : 373 - 390
  • [49] DISCRETE WEIBULL DISTRIBUTION
    NAKAGAWA, T
    OSAKI, S
    IEEE TRANSACTIONS ON RELIABILITY, 1975, 24 (05) : 300 - 301
  • [50] An alternative to the Weibull distribution
    Wolstenholme, LC
    COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 1996, 25 (01) : 119 - 137