Engineers at eBay utilize robust methods in monitoring IT system signals for anomalies.
However, the growing scale of signals, both in volumes and dimensions, overpowers …

This paper presents high-resolution multisensor time–frequency distributions (MTFDs) and
their applications to the analysis of multichannel non-stationary signals. The approach …

Oscillatory activity in the brain has been associated with a wide variety of cognitive
processes including decision making, feedback processing, and working memory. The high …

This article presents a methodical approach for improving quadratic time-frequency
distribution (QTFD) methods by designing adapted time-frequency (TF) kernels for diagnosis …

Functional neural connectivity is drawing increasing attention in neuroscience research. To
infer functional connectivity from observed neural signals, various methods have been …

Functional connectivity (FC), defined as the statistical dependency between distinct brain
regions, has been an important tool in understanding cognitive brain processes. Most of the …

A nuclear power plant (NPP) depends on instrumentation and control (I&C) systems to
ensure its safe and efficient operation. In particular, I&C cables take on the pivotal role of …

Epilepsy is a neurological brain dysfunction that is manifested by recrudescent seizures.
Due to high temporal resolution, brain activities recorded by electroencephalography (EEG) …

Recent years have seen a rapid growth in computational methods for a better understanding
of functional connectivity brain networks constructed from neuroimaging data. Most of the …

There is a growing need to develop measures that can characterize complex patterns of
functional connectivity among brain regions. Graph theoretic measures have emerged as an …