This paper proposes a method using statistical local and global features for classifying
healthy and murmur heart sound recordings from phonocardiogram signals. Classification …

The change in wind direction and speed with height, referred to as vertical wind shear,
causes enhanced turbulence in the atmosphere. As a result, there are enhanced …

In this paper, an information-based measure of association between time series, called
information-based correlation coefficient (ICC), is introduced to potentially overcome some …

Mutual information is a popular metric in machine learning. In case of a discrete target
variable and a continuous feature variable the mutual information can be calculated as a …

Histograms have extensively been used as a simple tool for nonparametric probability
density function estimation. However, practically, the accuracy of some histogram-based …

Normalized mutual information (NMI) can be used to detect statistical correlations between
time series. We showed possibility of using NMI to quantify synchronicity of information …

Mutual information (MI) has been previously used to select the relevant features for the task
of speech emotion recognition (SER). However, the procedure does not deliver the optimal …

Many appliance identification systems use harmonics of current signals as features.
However, the choice of the order and number of relevant harmonics for appliance …

The classic principal components analysis (PCA), kernel PCA (KPCA) and linear
discriminant analysis (LDA) feature extraction methods evaluate the importance of …

Виртуальные валюты новый феномен на мировых финансовых рынках. Представляя
собой альтернативные деньги и возможности для инвестиций, они функционируют за …