50 citations · 115 across the 8 of their papers we have counts for
8 papers
The Physics of Preference: Unravelling Imprecision of Human Preferences through Magnetisation Dynamics
Ivan S. Maksymov, Ganna Pogrebna
Paradoxical decision-making behaviours such as preference reversal often arise from imprecise or noisy human preferences. Harnessing the physical principle of magnetisation reversa…
Quantum-Mechanical Modelling of Asymmetric Opinion Polarisation in Social Networks
Ivan S. Maksymov, Ganna Pogrebna
We propose a quantum-mechanical model that represents a human system of beliefs as quantised energy levels of a physical system. This model underscores a novel perspective on opini…
Exploring Cognitive Paradoxes in Video Games: A Quantum Mechanical Perspective
Ivan S. Maksymov, Ganna Pogrebna
This paper introduces a quantum-mechanical model that bridges the realms of cognition and quantum mechanics, offering a novel perspective on decision-making under risk and perceptu…
Efficient Diffusion Models for Vision: A Survey
Anwaar Ulhaq, Naveed Akhtar
Diffusion Models (DMs) have demonstrated state-of-the-art performance in content generation without requiring adversarial training. These models are trained using a two-step proces…
Vision Transformers for Action Recognition: A Survey
Anwaar Ulhaq, Naveed Akhtar, Ganna Pogrebna +1
Vision transformers are emerging as a powerful tool to solve computer vision problems. Recent techniques have also proven the efficacy of transformers beyond the image domain to so…
RAIDER: Reinforcement-aided Spear Phishing Detector
Keelan Evans, Alsharif Abuadbba, Tingmin Wu +5
Spear Phishing is a harmful cyber-attack facing business and individuals worldwide. Considerable research has been conducted recently into the use of Machine Learning (ML) techniqu…
A Modified Epidemiological Model to Understand the Uneven Impact of COVID-19 on Vulnerable Individuals and the Approaches Required to Help them Emerge from Lockdown
Dario Ortega Anderez, Eiman Kanjo, Ganna Pogrebna +2
COVID-19 has shown a relatively low mortality rate in young healthy individuals, with the majority of this group being asymptomatic or having mild symptoms, while the severity of t…
The Data Science of Hollywood: Using Emotional Arcs of Movies to Drive Business Model Innovation in Entertainment Industries
Marco Del Vecchio, Alexander Kharlamov, Glenn Parry +1
Much of business literature addresses the issues of consumer-centric design: how can businesses design customized services and products which accurately reflect consumer preference…