Machine learning technology has a massive impact on society because it offers solutions to
solve many complicated problems like classification, clustering analysis, and predictions …

The abundant availability of data in Big Data era has helped achieving significant advances
in the machine learning field. However, many datasets appear with incompleteness from …

With the growing internet, web spam is also increasing, which majorly affect the user
experiences with search engines. Web spam methods target the search engine's internal …

Due to the common use of electronic health databases in many healthcare services,
healthcare data are available for researchers in the classification field to make diseases' …

The imbalanced classification problem is one of the most challenging problems in various
domains such as in machine learning and data mining. In this state of an imbalanced …

A phenomenon known as “class imbalance” occurs when an excessive number of classes
are evaluated in relation to other classes. This circumstance is quite common in the …

Recently, malware attacks are getting harder to detect by traditional methods because they
vary too much in the binary content. The VM become vulnerable to these security attacks …

The formation of clots in the blood leads to a myocardial infarction and usually manifests
itself unexpectedly. These clots prevent the normal circulation of blood to the heart and …