2020 applicants
People

Dr Mario Gutierrez-Roig

Lecturer
Department of Mathematical Sciences
Dr Mario Gutierrez-Roig

Profile

Biography

I'm a Lecturer in Data Science at University of Essex. I recieved his PhD in Physics at University of Barcelona in 2016. My research as been highly multidisciplinary including several studies on Complex Systems, Behavioural Economics, Computational Archaeology that have been published in top-tier scientific journals. My main interest is to combine complex systems and data science to understand and model human behaviour and its impact on the social dynamics at the collective level, specially on cities. I've also contributed with more general activities such as organizing behavioural experiments in and non-academic environments, developing Citizen Science projects in schols and public events, and developing intel reports and data visualizations for public administrations like Coventry City Council or Canal River Trust in UK.

Publications

Journal articles (11)

Gutiérrez-Roig, M. and Perelló, J., Volatility polarization of non-specialized investors' heterogeneous activity

Fernández-López de Pablo, J., Gutiérrez-Roig, M., Gómez-Puche, M., McLaughlin, R., Silva, F. and Lozano, S., (2019). Palaeodemographic modelling supports a population bottleneck during the Pleistocene-Holocene transition in Iberia. Nature Communications. 10 (1), 1872-

Gutiérrez-Roig, M., Borge-Holthoefer, J., Arenas, A. and Perelló, J., (2019). Mapping individual behavior in financial markets: synchronization and anticipation. EPJ Data Science. 8 (1)

Vicens, J., Bueno-Guerra, N., Gutiérrez-Roig, M., Gracia-Lázaro, C., Gómez-Gardeñes, J., Perelló, J., Sánchez, A., Moreno, Y. and Duch, J., (2018). Resource heterogeneity leads to unjust effort distribution in climate change mitigation. PLOS ONE. 13 (10), e0204369-e0204369

Law, S., Seresinhe, CI., Shen, Y. and Gutierrez-Roig, M., (2018). Street-Frontage-Net: urban image classification using deep convolutional neural networks. International Journal of Geographical Information Science. 34 (4), 681-707

Gutiérrez-Roig, M., Sagarra, O., Oltra, A., Palmer, JRB., Bartumeus, F., Díaz-Guilera, A. and Perelló, J., (2016). Active and reactive behaviour in human mobility: the influence of attraction points on pedestrians. Royal Society Open Science. 3 (7), 160177-160177

Gutiérrez-Roig, M., Segura, C., Duch, J. and Perelló, J., (2016). Market Imitation and Win-Stay Lose-Shift Strategies Emerge as Unintended Patterns in Market Direction Guesses. PLOS ONE. 11 (8), e0159078-e0159078

Poncela-Casasnovas, J., Gutiérrez-Roig, M., Gracia-Lázaro, C., Vicens, J., Gómez-Gardeñes, J., Perelló, J., Moreno, Y., Duch, J. and Sánchez, A., (2016). Humans display a reduced set of consistent behavioral phenotypes in dyadic games. Science Advances. 2 (8), e1600451-e1600451

Sagarra, O., Gutiérrez-Roig, M., Bonhoure, I. and Perelló, J., (2016). Citizen Science Practices for Computational Social Science Research: The Conceptualization of Pop-Up Experiments. Frontiers in Physics. 3

Gutiérrez-Roig, M., Gracia-Lázaro, C., Perelló, J., Moreno, Y. and Sánchez, A., (2014). Transition from reciprocal cooperation to persistent behaviour in social dilemmas at the end of adolescence. Nature Communications. 5 (1), 4362-

Perelló, J., Gutiérrez-Roig, M. and Masoliver, J., (2011). Scaling properties and universality of first-passage-time probabilities in financial markets. Physical Review E. 84 (6), 066110-

Contact

mario.gutierrez-roig@essex.ac.uk

Location:

Colchester Campus