Information Geometry, Complexity Measures and Data Analysis

被引:0
|
作者
Amigo, Jose M. [1 ]
Tempesta, Piergiulio [2 ,3 ]
机构
[1] Univ Miguel Hernandez, Ctr Invest Operat, Elche 03202, Spain
[2] Univ Complutense, Fac Ciencias Fis, Dept Fis Teor, Madrid 28040, Spain
[3] Inst Ciencias Matemat, C Nicolas Cabrera 13-15, Madrid 28049, Spain
关键词
D O I
10.3390/e24121797
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
引用
收藏
页数:3
相关论文
共 50 条
  • [21] Information geometry, simulation and complexity in Gaussian random fields
    Levada, Alexandre L.
    MONTE CARLO METHODS AND APPLICATIONS, 2016, 22 (02): : 81 - 107
  • [22] Characterization of the complexity of an ED model via information geometry
    Chunhui Li
    Huafei Sun
    Shicheng Zhang
    The European Physical Journal Plus, 128
  • [23] Quantifying networks complexity from information geometry viewpoint
    Felice, Domenico
    Mancini, Stefano
    Pettini, Marco
    JOURNAL OF MATHEMATICAL PHYSICS, 2014, 55 (04)
  • [24] Quantification of side-channel information leaks based on data complexity measures for web browsing
    He, Zhi-Min
    Chan, Patrick P. K.
    Yeung, Daniel S.
    Pedrycz, Witold
    Ng, Wing W. Y.
    INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2015, 6 (04) : 607 - 619
  • [25] Quantification of side-channel information leaks based on data complexity measures for web browsing
    Zhi-Min He
    Patrick P. K. Chan
    Daniel S. Yeung
    Witold Pedrycz
    Wing W. Y. Ng
    International Journal of Machine Learning and Cybernetics, 2015, 6 : 607 - 619
  • [26] A Flexible Bounded Distribution: Information Measures and Lifetime Data Analysis
    Zahid Ur Rehman
    Chunhai Tao
    Hassan S. Bakouch
    Tassaddaq Hussain
    Qingsong Shan
    Bulletin of the Malaysian Mathematical Sciences Society, 2023, 46
  • [27] Statistical information measures for analysis of sick-leave data
    Hagberg, J.
    Vaez, M.
    Alexanderson, K.
    EUROPEAN JOURNAL OF PUBLIC HEALTH, 2007, 17 : 230 - 230
  • [28] Gaussianizing the Earth: Multidimensional Information Measures for Earth Data Analysis
    Emmanuel Johnson, J.
    Laparra, Valero
    Piles, Maria
    Camps-Valls, Gustau
    IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE, 2021, 9 (04) : 191 - 208
  • [29] A Flexible Bounded Distribution: Information Measures and Lifetime Data Analysis
    Rehman, Zahid Ur
    Tao, Chunhai
    Bakouch, Hassan S.
    Hussain, Tassaddaq
    Shan, Qingsong
    BULLETIN OF THE MALAYSIAN MATHEMATICAL SCIENCES SOCIETY, 2023, 46 (03)
  • [30] Measuring the complexity of information system based on the data complexity
    Liu, Wei
    Ge, Shi-Lun
    Wang, Nian-Xin
    Yin, Jun
    Xitong Gongcheng Lilun yu Shijian/System Engineering Theory and Practice, 2013, 33 (12): : 3198 - 3208