• DocumentCode
    3700703
  • Title

    Qualitative analysis of compartmental dynamic system using decision-tree induction

  • Author

    Andriy S. Lyapandra;Vasyl P. Martsenyuk;Iryna S. Gvozdetska;Rafal Szklarczyk;Stanislaw Andrzej Rajba

  • Author_Institution
    Ternopil National Economy Univerity, Ternopil, Ukraine
  • Volume
    2
  • fYear
    2015
  • Firstpage
    688
  • Lastpage
    692
  • Abstract
    The paper presents a data mining technique for qualitative analysis of functional differential equations of compartmental type. As a result we get the decision tree able to classify the system behaviour depending on relations between initial conditions and between rate constants. Antitumour immunity example is presented.
  • Keywords
    "Trajectory","Decision trees","Mathematical model","Biological system modeling","Differential equations","Classification algorithms","Analytical models"
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2015 IEEE 8th International Conference on
  • Print_ISBN
    978-1-4673-8359-2
  • Type

    conf

  • DOI
    10.1109/IDAACS.2015.7341391
  • Filename
    7341391
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3700703