With an exponential increase in the provisioning of multimedia devices over the Internet of
Things (IoT), a significant amount of multimedia data (also referred to as multimedia big data …

In modern manufacturing environments, vast amounts of data are collected in database
management systems and data warehouses from all involved areas, including product and …

Skin cancer is one of the top three perilous types of cancer caused by damaged DNA that
can cause death. This damaged DNA begins cells to grow uncontrollably and nowadays it is …

Classification of time series has been attracting great interest over the past decade. While
dozens of techniques have been introduced, recent empirical evidence has strongly …

For decades, industrial companies have been collecting and storing high amounts of data
with the aim of better controlling and managing their processes. However, this vast amount …

Virtual metrology (VM) is the prediction of metrology variables (either measurable or non-
measurable) using process state and product information. In the past few years VM has …

With the proliferation of social media, which is largely fostered by the boom of the Internet
and mobile ecosystems, a huge amount of multimedia data has been generated, forming the …

A statistical process control framework is proposed to monitor non-linear profiles. The
proposed methodology aims at identifying mean shifts or 'shape changes' in a profile …

In this study, a multiscale monitoring method for nonlinear processes was developed. We
introduced a machine learning tool for fault detection and isolation based on the kernel …

This paper presents a wavelet-based novel freeway automated incident detection algorithm
with varying threshold parameters considering the level of traffic flow. In this approach, new …