154 citations · 282 across the 8 of their papers we have counts for
8 papers
An Overview of Absolute Value Equations: From Theory to Solution Methods and Challenges
Milan Hladík, Hossein Moosaei, Fakhrodin Hashemi +2
This paper provides a thorough exploration of the absolute value equations , a seemingly straightforward concept that has gained heightened attention in recent years. It…
Characterization of Unique Solvability of Absolute Value Equations: An Overview, Extensions, and Future Directions
Shubham Kumar, Deepmala, Milan Hladik +1
This paper provides an overview of the necessary and sufficient conditions for guaranteeing the unique solvability of absolute value equations. In addition to discussing the basic…
A Brief Review of Explainable Artificial Intelligence in Healthcare
Zahra Sadeghi, Roohallah Alizadehsani, Mehmet Akif Cifci +13
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-sta…
Multi-task twin support vector machine with Universum data
Hossein Moosaei, Fatemeh Bazikar, Milan Hladík
Multi-task learning (MTL) has emerged as a promising topic of machine learning in recent years, aiming to enhance the performance of numerous related learning tasks by exploiting b…
Sparse Universum Quadratic Surface Support Vector Machine Models for Binary Classification
Hossein Moosaei, Ahmad Mousavi, Milan Hladík +1
In binary classification, kernel-free linear or quadratic support vector machines are proposed to avoid dealing with difficulties such as finding appropriate kernel functions or tu…
Time series forecasting of new cases and new deaths rate for COVID-19 using deep learning methods
Nooshin Ayoobi, Danial Sharifrazi, Roohallah Alizadehsani +9
The first known case of Coronavirus disease 2019 (COVID-19) was identified in December 2019. It has spread worldwide, leading to an ongoing pandemic, imposed restrictions and costs…
Combining a Convolutional Neural Network with Autoencoders to Predict the Survival Chance of COVID-19 Patients
Fahime Khozeimeh, Danial Sharifrazi, Navid Hoseini Izadi +10
COVID-19 has caused many deaths worldwide. The automation of the diagnosis of this virus is highly desired. Convolutional neural networks (CNNs) have shown outstanding classificati…
New Methods for Solving Large Scale Linear Programming Problems in the Windows and Linux computer operating systems
Saeed Ketabchi, Hossein Moosaei, Hossein Sahleh +1
In this study, calculations necessary to solve the large scale linear programming problems in two operating systems, Linux and Windows 7 (Win), are compared using two different met…