Search Results for author: Ganna Pogrebna

Found 5 papers, 0 papers with code

The Physics of Preference: Unravelling Imprecision of Human Preferences through Magnetisation Dynamics

no code implementations30 Sep 2023 Ivan S. Maksymov, Ganna Pogrebna

Paradoxical decision-making behaviours such as preference reversal often arise from imprecise or noisy human preferences.

Decision Making

Linking Physics and Psychology of Bistable Perception Using an Eye Blink Inspired Quantum Harmonic Oscillator Model

no code implementations23 Jun 2023 Ivan S. Maksymov, Ganna Pogrebna

This paper introduces a novel quantum-mechanical model that describes psychological phenomena using the analogy of a harmonic oscillator represented by an electron trapped in a potential well.

Vision Transformers for Action Recognition: A Survey

no code implementations13 Sep 2022 Anwaar Ulhaq, Naveed Akhtar, Ganna Pogrebna, Ajmal Mian

Finally, it provides a discussion on the challenges, outlook, and future avenues for this research direction.

Action Recognition Dimensionality Reduction +1

RAIDER: Reinforcement-aided Spear Phishing Detector

no code implementations17 May 2021 Keelan Evans, Alsharif Abuadbba, Tingmin Wu, Kristen Moore, Mohiuddin Ahmed, Ganna Pogrebna, Surya Nepal, Mike Johnstone

RAIDER also keeps the number of features to a minimum by selecting only the significant features to represent phishing emails and detect spear-phishing attacks.

Binary Classification reinforcement-learning +1

The Data Science of Hollywood: Using Emotional Arcs of Movies to Drive Business Model Innovation in Entertainment Industries

no code implementations6 Jul 2018 Marco Del Vecchio, Alexander Kharlamov, Glenn Parry, Ganna Pogrebna

Interestingly, a carefully chosen combination of production budget and genre may produce a financially successful movie with any emotional shape.

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