Time series classification and creation of 2D bifurcation diagrams in nonlinear dynamical systems using supervised machine learning methods.
Salama HassonaWieslaw MarszalekJan SadeckiPublished in: Appl. Soft Comput. (2021)
Keyphrases
- machine learning methods
- nonlinear dynamical systems
- phase space
- machine learning
- dynamical systems
- learning algorithm
- dynamical behavior
- machine learning algorithms
- supervised learning
- semi supervised
- ensemble methods
- machine learning approaches
- feature selection
- statistical methods
- multi object
- learned knowledge
- denoising
- dynamic systems
- differential equations
- biologically inspired
- domain knowledge
- decision trees