Word clouds have emerged as a straightforward and visually appealing visualization
method for text. They are used in various contexts as a means to provide an overview by …

Early intervention for depression is very important to ease the disease burden, but current
diagnostic methods are still limited. This study investigated automatic depressed speech …

BACKGROUND: It has been suggested that the complementary use of echocardiography
could improve the diagnostic accuracy of lung ultrasonography (LUS) in patients with acute …

Emails have become one of the major applications in daily life. The continuous growth in the
number of email users has led to a massive increase of unsolicited emails, which are also …

In high-dimensional data, the performances of various classifiers are largely dependent on
the selection of important features. Most of the individual classifiers with the existing feature …

This article proposes a method for multiclass classification problems using ensembles of
multinomial logistic regression models. A multinomial logit model is used as a base classifier …

Predicting customer defection is an important subject for companies producing cloud based
software. The studied company sell three products (High, Medium and Low Price), in which …

Classification of High-dimensional data, such as gene expression data having far more
variables (genes) than observations, is challenging. Classifiers aggregation known as …

Clostridium Difficile Infection (CDI) is a contagious healthcare-associated infection that
imposes a significant burden on the healthcare system. In 2011 alone, half a million patients …

This research proposes a method for multi-way classification problems using ensembles of
multinomial logistic regression models. A multinomial logit model is used as a base classifier …