This paper provides a multi-disciplinary overview of the research issues and achievements
in the field of Big Data and its visualization techniques and tools. The main aim is to …

An increasing number of interactive visualization tools stress the integration with
computational software like MATLAB and R to access a variety of proven algorithms. In …

Regression models play a key role in many application domains for analyzing or predicting
a quantitative dependent variable based on one or more independent variables. Automated …

We present RegressionExplorer, a Visual Analytics tool for the interactive exploration of
logistic regression models. Our application domain is Clinical Biostatistics, where models …

The whole history of humanity is an enormous accumulation of data. Information has been
stored for thousands of years. Data has become an integral part of history, politics, science …

The process of verifying linear model assumptions and remedying associated violations is
complex, even when dealing with simple linear regression. This process is not well …

Understanding highly-dimensional data sets is a complex task for many scientists,
engineers, and intelligence analysts. Traditionally, this problem has been tackled with linear …

Online forums are extensively used for educational purposes by students and teachers.
Apart from numerous advantages, online educational forums have some limitations too. It is …

Discrete Event Simulation (DES) is an extremely useful tool, with applications in
manufacturing, computer science, management, engineering, and the military. Simulation …

The need to use data visualization and visual analysis in various fields has led to the
development of feature-rich standalone applications such as Tableau and MS Power BI …