Federated learning (FL) emerges as a promising paradigm to enable a federation of clients
to train a machine learning model in a privacy-preserving manner. Most existing works …

The use of Virtual Reality (VR) is growing in popularity in educational contexts. In this work,
we present a novel software application based on immersive VR in which users can interact …

5G dense SCNs are expected to meet the thousand-fold mobile traffic challenge within the
next few years. When develo** solution schemes for resource allocation problems in such …

A comprehensive treatment of cognitive radio networks and the specialized techniques used
to improve wireless communications The human brain, as exemplified by cognitive radar …

In this paper, inspired by the minority game (MG), we propose a distributed user association
mechanism for the heterogenous networks (HetNets) on unlicensed bands. Our proposal …

Resource allocation takes place in various types of real-world complex systems such as
urban traffic, social services institutions, economical and ecosystems. Mathematically, the …

The emergence of coordinated and consistent macro behavior among self-interested
individuals competing for limited resources represents a central inquiry in comprehending …

The word “socio-finance” used in the title of this book is meant as a description that catches
the underlying nature of price formation in financial markets. Since the term as such does not …

Complex systems arising in a modern society typically have many resources and strategies
available for their dynamical evolutions. To explore quantitatively the behaviors of such …

Collective behavior in the resource allocation systems has attracted much attention, where
the efficiency of the system is intimately depended on the self-organized processes of the …