Neurological diseases are on the rise worldwide, leading to increased healthcare costs and
diminished quality of life in patients. In recent years, Big Data has started to transform the …

Massive open online courses (MOOCs) are recent innovative approaches in distance
education, which provide learning content to participants without age‐, gender‐, race‐, or …

Text genre classification is the process of identifying functional characteristics of text
documents. The immense quantity of text documents available on the web can be properly …

The class-imbalance is intrinsic in Multi-label datasets due to the higher number of labels,
few relevant labels in many instances, and a varied number of relevant instances for …

Healthcare informatics and analytics (HCI&A), also known as healthcare information
technology (HIT), healthcare IS (HIS), and so on, has rapidly evolved with the emerge of …

Purpose The immense quantity of available unstructured text documents serve as one of the
largest source of information. Text classification can be an essential task for many purposes …

In the era of big data mining, educational data mining has become a principal research
focus, with online education mining, such as massive open online courses'(MOOC) data …

With the technology development of medical industry, processing data is expanding rapidly
and computation time also increases due to many factors like 3D, 4D treatment planning, the …

The k-nearest neighbor (KNN) rule is a classical and yet very effective nonparametric
technique in pattern classification, but its classification performance severely relies on the …