The study explored the three-phase approach of SARIMA following the Box-Jenkins
methodology, GARCH, and hybrid SARIMA-GARCH models. These volatility forecasting …

Developing an econometric model for estimating long-term electricity demand in Lomé Zone
A until 2023 is essential for effective energy planning, enabling optimized demand …

This chapter provides an introduction to the work carried out during this thesis. First, in
Section 1.1 the motivation is presented, indicating how mobile networks optimization …

In this letter, the problem of jamming data prediction in wireless communications is
investigated. Both time and frequency domains are considered to construct the multi‐domain …

The concept of mobility prediction represents one of the key enablers for an efficient
management of future cellular networks, which tend to be progressively more elaborate and …

The basic goal of computer engineering is the analysis of data. Such data are often large
data sets distributed according to various distribution models. In this manuscript we focus on …

Data-Driven Self-Management of Cellular Radio Access Networks Page 1 Universidad de
Málaga Escuela Técnica Superior de Ingenierıa de Telecomunicación Programa de …

Accurate models play important roles in capturing the salient characteristics of the network
traffic, analyzing and simulating for the network dynamic, and improving the predictive ability …

ICT systems provide detailed information on computer network traffic. However, due to
storage limitations, some of the information on past traffic is often only retained in an …

Network traffic has been a critical issue that has attracted massive attention in network
operations research and the industry. This paper tackles the need to understand traffic …