The performance of machine learning algorithms are affected by several factors, some of
these factors are related to data quantity, quality, or its features. Another element is the …

The increasing popularity of the Internet led to a substantial growth of e-commerce.
However, such activities have main security challenges primary caused by cyberfraud and …

In recent years, the growth of Machine Learning (ML) algorithms has raised the number of
studies including their applicability in a variety of different scenarios. Among all, one of the …

Class imbalance issue that presents in many real-world datasets exhibit favouritism toward
the majority class and showcases poor performance for the minority class. Such …

Although the class imbalance issue affects hierarchical datasets, the literature has few
studies that deal with it, especially when it comes to methods to pre-process the training …

Wind power is cleaner and less expensive compared to other alternative sources, and it has
therefore become one of the most important energy sources worldwide. However …

Disinformation (fake news) is a major problem that affects modern populations, especially in
an era when information can be spread from one corner of the world to another in just one …

At present, new data sharing technologies, such as those used in the Internet of Things (IoT)
paradigm, are being extensively adopted. For this reason, intelligent security controls have …

The identification of failures and defects in industrial machines has proven to be a challenge
to gauge their warranty and performance. Depreciation in industrial machines occurs due to …

Class imbalance is a common problem in many real-world applications. To deal with class
imbalance, several techniques, including resampling and ensemble approaches, have been …