Transcranial magnetic stimulation (TMS)-evoked potentials (TEPs), recorded using
electroencephalography (EEG), reflect a combination of TMS-induced cortical activity and …

Anomalous diffusion in various complex systems abounds in nature and spans multiple
space and time scales. Canonical characterization techniques that rely upon mean squared …

Evidence of multifractal structures has spread to a wider set of physiological time series
supporting the intricate interplay of biological and psychological functioning. These …

Introduction Difficulty falling asleep place an increasing burden on society. EEG-based
sleep staging is fundamental to the diagnosis of sleep disorder, and the selection of features …

The periodic signals that have predictable and deterministic characteristics are used in the
analysis and modelling of dynamical systems in diverse fields. These signals can be …

Anomalous diffusion processes, characterized by their nonstandard scaling of the mean-
squared displacement, pose a unique challenge in classification and characterization. In a …

Background: Extensive evidence supports a link between aerobic exercise and cognitive
improvements in aging adults. A major limitation with existing research is the high variability …

Background and Objectives: Frontotemporal dementia (FTD) is the second most common
form of presenile dementia; however, its diagnosis has been poorly investigated. Previous …

I would like to acknowledge the contribution of my fellow researchers. Firstly, I would like to
thank Dr. Ir. Deborah Klooster for her dedication in guiding my work on this thesis. Although …

Security authentication defines the process of verifying the identity of a person. For many
years, authentication technology has played a crucial role in terms of data security. Existing …