My name is Marina (she / her)
I am a mathematician + computer engineer
with a strong interest in social science,
specially interested in how emergent
human-computer interactions are influencing
human behaviour and society
Web Science and Social Computing Research Group.
Currently working on Human-Computer Interaction and Human Factors.
Specialization in Applied Mathematics, including Differential Equations in Mechanics and Biology, Vector Analysis and Partial Differential Equations.
Specialization in Artificial Intelligence and Information Technologies, including Metaheuristics, Ubiquitous Computing and Ambient Intelligence, and Multimedia Systems.
Expert advice on implementating machine learning evaluation methodologies in terms of its social impact.
I collaborated in the development of a framework for the automatic design of the architecture of deep neural networks dedicated to image processing.
Published in the JRC Publications Repository
Published in EBeM @ IJCAI 2022 (Vienna, Austria)
Published in HHAI 2025 (Pisa, Italy)
Master thesis based on the analysis of wide-band neural activity by using a Deep Neural Network in order to determine elements of the neural code that are informative about subject’s position and orientation.
Senior thesis in collaboration with the Department of Applied Mathematics of the University of Granada. Given a galaxy, the adjustment of its rotation curve is proposed in order to determine the amount of dark matter in the galaxy, with the best possible accuracy.
Machine Learning-based models by using data from Breast Cancer Wisconsin Diagnostic dataset.
Robot control implementation of selfish and altruistic behaviors in a virtual environment in the context of the Tragedy of the Commons problem.
This work is an attempted reproduction of study 7 of the paper "Not So Innocent: Does Seeing One’s Own Capability for Wrongdoing Predict Forgiveness?" The authors hypothesized that people are more willing to forgive an offender if they consider their own personal capability of committing a similar offense. They also proposed that men's vengefulness in particular can be reduced in this way.
Real time Processing-based application focus on measuring breathing by using an EDA sensor in order to detect and control an anxiety attack.
This piece shows the deformation of a digital form according to the noise of a keyboard. It was developed in Etopia, an academy aimed at artists, professionals or students related to audiovisual forms
New media art installation. This piece consists in the projection of audioreactive and generative visual content that is created in real time, based on sounds coming from the Universe.
Practical course: hardware, software and advanced programming.
Academy aimed at artists, professionals or students related to audiovisual forms.
Course-workshop based on the development of videomapping projects.
Business Digitalization, Technological Risks and Cybersecurity.