Electrocardiogram is the most commonly used tool for the diagnosis of cardiologic diseases.
In order to help cardiologists to diagnose the arrhythmias automatically, new methods for …

Remote cardiovascular disease (CVD) diagnosis from ECG plays an important role in health
care domain. Data mining, the major step in the process of the extraction of knowledge using …

In the presented study the possibility of application of algorithms, which based on the
estimation of fractal dimension for the problems of damage detection in localization in …

The world we live in is nonlinear. Fortunately, there are several mathematical methods to
linearize a system. However, a multitude of nonlinear systems exists that cannot be fully …

The humans' heart is a chaotic system so use of fractal dimension to identify cardiac
arrhythmias has been considered. Cardiac arrhythmias are prevalent diseases that is very …

En esta tesis se estudian las propiedades computacionales de sistemas acoplados con
retraso. En particular la técnica de machine learning, conocida como reservoir computing …

In this research work we study the computational properties of delay-coupled systems. In
particular, we use a machine learning technique known as reservoir computing. In machine …