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
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"
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
DOI :
10.1109/IDAACS.2015.7341391