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
  • [31] Kolmogorov Complexity Based Information Measures Applied to the Analysis of Different River Flow Regimes
    Mihailovic, Dragutin T.
    Mimic, Gordan
    Dreskovic, Nusret
    Arsenic, Ilija
    ENTROPY, 2015, 17 (05): : 2973 - 2987
  • [32] Using Supervised Complexity Measures in the Analysis of Cancer Gene Expression Data Sets
    Costa, Ivan G.
    Lorena, Ana C.
    Peres, Liciana R. M. P. y
    de Souto, Marcilio C. P.
    ADVANCES IN BIOINFORMATICS AND COMPUTATIONAL BIOLOGY, PROCEEDINGS, 2009, 5676 : 48 - +
  • [33] Network Decomposition and Complexity Measures: An Information Geometrical Approach
    Funabashi, Masatoshi
    ENTROPY, 2014, 16 (07): : 4132 - 4167
  • [34] Classifier Recommendation Using Data Complexity Measures
    Garcia, Luis P. F.
    Lorena, Ana C.
    de Souto, Marcilio C. P.
    Ho, Tin Kam
    2018 24TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2018, : 874 - 879
  • [35] Information-based measures of structural complexity of crystals
    Krivovichev, Sergey V.
    ACTA CRYSTALLOGRAPHICA A-FOUNDATION AND ADVANCES, 2017, 73 : C378 - C378
  • [36] Evaluation of Code and Data Spatial Complexity Measures
    Chhabra, Jitender Kumar
    Gupta, Varun
    CONTEMPORARY COMPUTING, PROCEEDINGS, 2009, 40 : 604 - 614
  • [37] Novel Brain Complexity Measures Based on Information Theory
    Bonmati, Ester
    Bardera, Anton
    Feixas, Miquel
    Boada, Imma
    ENTROPY, 2018, 20 (07)
  • [38] Complexity and information measures in planar characterization of chaos and noise
    Xiong, Hui
    Shang, Pengjian
    He, Jiayi
    Zhang, Yali
    NONLINEAR DYNAMICS, 2020, 100 (02) : 1673 - 1687
  • [39] Data Complexity Measures for Imbalanced Classification Tasks
    Barella, Victor H.
    Garcia, Luis P. F.
    de Souto, Marcilio P.
    Lorena, Ana C.
    de Carvalho, Andre
    2018 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2018,
  • [40] An insight on complexity measures and classification in microarray data
    Bolon-Canedo, Veronica
    Moran-Fernandez, Laura
    Alonso-Betanzos, Amparo
    2015 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2015,