Outputs (166)

A reaction-diffusion cellular automata model for mycelium-based engineered living materials evolution (2024)
Presentation / Conference Contribution

Engineered living materials (ELMs) and, more specifically, mycelium-based ELMs have been proposed as a solution to address the escalating societal pressures related to human-induced environmental disruption, scarcity of resources, and the anticipated... Read More about A reaction-diffusion cellular automata model for mycelium-based engineered living materials evolution.

Efficient load distribution in C-RAN: A priority-based level order traversal approach (2024)
Journal Article

The Cloud Radio Access Network addresses future communication challenges by managing massive traffic demands through its cloud-based infrastructure. C-RAN's dynamic adjustments of Baseband Units to Remote Radio Heads connections enable flexible resou... Read More about Efficient load distribution in C-RAN: A priority-based level order traversal approach.

Securing V2X communication: DDoS attack implementation and mitigation via VEINS simulation (2024)
Journal Article

Vehicular Ad Hoc Networks (VANETs) and Vehicle-to-Everything (V2X) communication systems are increasingly vulnerable to Distributed Denial of Service (DDoS) attacks, which can severely disrupt network performance and compromise road safety. This rese... Read More about Securing V2X communication: DDoS attack implementation and mitigation via VEINS simulation.

Exploring shared frailty models for cluster-specific risk estimation: A study on diabetes patients with a history of acute coronary syndrome (2024)
Journal Article

This study proposes the use of semiparametric log-normal shared frailty models to analyze time-to-event data for individuals with similar features referred to as clusters. Shared frailty models are useful for modeling and estimating common risk in th... Read More about Exploring shared frailty models for cluster-specific risk estimation: A study on diabetes patients with a history of acute coronary syndrome.

Leveraging deep learning for enhanced software fault prediction using error-type metrics (2024)
Presentation / Conference Contribution

Software Fault Prediction (SFP) is a crucial strategy in software quality assurance, aiming to reduce costs and optimise resource allocation by identifying potentially faulty software modules based on key project characteristics. Despite significant... Read More about Leveraging deep learning for enhanced software fault prediction using error-type metrics.

Leveraging LLMs for smart cities qualitative data analysis (2024)
Presentation / Conference Contribution

Public authorities regularly conduct surveys and gather data from their citizens. The data is often analysed manually and consumes significant effort. This paper explores how Generative Artificial Intelli- gence (GAI) can help public authorities in a... Read More about Leveraging LLMs for smart cities qualitative data analysis.

NeuroEvolution algorithms applied in the designing process of biohybrid actuators (2024)
Presentation / Conference Contribution

Soft robots diverge from traditional rigid robotics, offering unique advantages in adaptability, safety, and human-robot interaction. In some cases, soft robots can be powered by biohybrid actuators and the design process of these systems is far from... Read More about NeuroEvolution algorithms applied in the designing process of biohybrid actuators.

GoibhniUWE: A lightweight and modular container-based cyber range (2024)
Journal Article

Cyberattacks are rapidly evolving both in terms of techniques and frequency, from low-level attacks through to sophisticated Advanced Persistent Threats (APTs). There is a need to consider how testbed environments such as cyber ranges can be readily... Read More about GoibhniUWE: A lightweight and modular container-based cyber range.

Mycelium-based ELM emulation utilizing memristive oscillating cellular automata (2024)
Presentation / Conference Contribution

Engineered Living Materials (ELMs) represent a novel class of materials that possess intrinsic properties and capabilities inspired by living organisms. Among ELMs, fungal mycelium stands out due to its low-cost manufacturing process, ubiquity in nat... Read More about Mycelium-based ELM emulation utilizing memristive oscillating cellular automata.

Consistency of XAI models against medical expertise: An assessment protocol (2024)
Presentation / Conference Contribution

Despite the significant advances made by Artificial Intelligence (AI) models in enhancing medical diagnostics and prognostics, their opacity poses a hurdle to widespread clinical adoption. In this regard, Explainable AI (XAI) aims to demystify these... Read More about Consistency of XAI models against medical expertise: An assessment protocol.