Sleep staging is an important part of diagnosing the different types of sleep-related disorders
because any discrepancies in the sleep scoring process may cause serious health problems …

Objective. Considering the importance and the near-future development of noninvasive
brain–machine interface (BMI) systems, this paper presents a comprehensive theoretical …

Texture features are designed to quantitatively evaluate patterns of spatial distribution of
image pixels for purposes of image analysis and interpretation. Unexplained variations in …

This paper presents an intelligent diagnosis method for a rolling element bearing; the
method is constructed on the basis of possibility theory and a fuzzy neural network with …

Sleep is important part for human health and quality of life in the daily routine basis.
However, numerous individuals face sleep problems due to rapid changes occurred in both …

This paper presents three hitherto unused neural network architectures for bankruptcy
prediction in banks. These networks are Group Method of Data Handling (GMDH), Counter …

Facial expression recognition (FER) is an active area in machine learning research, where
human–machine interaction is prevalent for developing applications such as health care …

The brain activity observed on EEG electrodes is influenced by volume conduction and
functional connectivity of a person performing a task. When the task is a biometric test the …

Introduction For making reliable decisions, practitioners need to estimate uncertainties that
exist in data and decision models. In this paper we analyse uncertainties of predicting …

This paper presents a fault diagnosis method for a centrifugal pump system with frequency-
domain symptom parameters by using the wavelet transform, rough sets and a fuzzy neural …