Evolving models have found applications in many real world systems. In this paper, potentials of the Evolving Linear Models (ELMs) in tracking control design for nonlinear variable structure systems are introduced. At first, an ELM is introduced as a dynamic single input, single output (SISO) linear model whose parameters as well as dynamic orders of input and output signals can change through ...

Congestion is a phenomenon that impacts most cities in the world. Due to car emissions, it significant source of pollution. Even though mobility restrictions can reduce congestion and essential activities still need cars. With lockdown measures during global pandemic Covid-19, measuring traffic data has been made possible. This paper concerns analysis modelling such traffic. It appears dynamics...

We discuss a 3D spatial analysis of fMRI data taken during a combined word perception and motor task. The event based experiment was part of a study to investigate the network of neurons involved in the perception of speech and the decoding of auditory speech stimuli. We show that a classical general linear model analysis using SPM does not yield reasonable results. With blind source separation...