Dr.(Prof.) Hossein Moosaei

In data analysis, when attempting to solve classification problems, we may encounter a large number of features. However, not all features are relevant for the current classification, and in...

In the era of burgeoning data science, the application of robust methodologies for data analysis has become paramount across various crucial domains, including healthcare systems, financial ...

This paper provides a thorough exploration of the absolute value equations Ax−|x|=b, a seemingly straightforward concept that has gained heightened attention in recent years. It is an NP-h...

In recent years, multi-task learning (MTL) has become a popular field in machine learning and has a key role in various domains. Sharing knowledge across tasks in MTL can improve the perform...

XAI refers to the techniques and methods for building AI applications which assist end users to interpret output and predictions of AI models. Black box AI applications in high-stakes decisi...

Absolute value equations (AVE) provide a useful tool for optimization as they subsume many mathematical programming problems. However, in some applications, it is difficult to determine the ...

One effective technique that has recently been considered for solving classification problems is parametric V-support vector regression. This method obtains a concurrent learning framework f...