Latest Communications of International Proceedings articles

Static graph anomaly detection is important in applications such as cybersecurity, fraud detection, and social network analysis. However, detecting anomalies in attributed graphs remains challenging because of complex graph structures and limited labeled data. Existing methods often focus on either structural information or node attributes…

Modern advanced cyber attacks increasingly use native operating system tools to hide their presence and bypass security mechanisms. One popular technique is living-off-the-land binaries (LOLBins), which make classic signature-based detection difficult. This article presents a proprietary methodology for identifying LOLBin abuse in Windows environments, based…

The dynamic development of services in ICT networks is inherently associated with the need to adapt network infrastructure to new and increasing demands. Data centers are a crucial element of the networks used to deliver these services. This article presents the evolution of data center…

Traditional Design of Experiments (DoE) methods in pharmaceutical formulation design, which rely mainly on static linear regression, have limitations when modelling multidimensional and non-linear biological systems. The growing complexity of modern overcoming these limitations using AI methods was highlighted. Furthermore, AI methods used in the…

This article introduces a hybrid GA–BO–DRL optimization framework designed to enhance ground node coverage in UAV enabled wireless mesh networks. The proposed methodology integrates a global search mechanism based on a genetic algorithm, a Bayesian optimization module for local refinement, and a deep reinforcement learning…

This study investigates whether coarse scene-level meteorological variables alone are sufficient for estimating aerosol optical depth at 550 nm (AOD550), an important indicator of atmospheric aerosol burden widely used in climate, air quality, and environmental monitoring research. Although meteorological variables are frequently incorporated into aerosol-related…

The Russian invasion of Ukraine in February 2022 triggered an unprecedented energy crisis in Europe, radically altering the academic discourse surrounding the continent’s energy transition. This study conducts a comprehensive bibliometric analysis of the scientific literature published between 2022 and 2026 to evaluate the effects…

The 2022 invasion of Ukraine reframed renewable deployment in Europe as a question of energy security and sovereignty rather than only climate policy, prompting claims that geopolitical shocks accelerate the transition. Whether this rhetorical shift translated into a measurable change in the pace of renewable…

This study investigates whether the renewable energy transition in the EU-27 has followed a common path or a "two-speed" pattern characterised by persistent leaders and laggards. Although successive EU policy frameworks RED I, RED II, and the European Green Deal established shared objectives, empirical evidence…

The Russian Federation's invasion of Ukraine in February 2022 triggered an unparalleled sequence of sanctions and embargoes targeting the Russian Federation's energy trade. While a significant part of the EU measures focused on crude oil and refined products transported by sea, the Russian Federation adapted…