Publications

Fabien Girardin, Neal Lathia (2017) When User Experience Designers Partner with Data Scientists, AAAI 2017 SPRING SYMPOSIA, p. 376-381

Stanislav Sobolevsky, Izabela Sitko, Remi Tachet Des Combes, Bartosz Hawelka, Juan Murillo Arias, Carlo Ratti (2016) Cities through the prism of People's spending behavior, PLoS ONE 11(2), doi:10.1371/journal.pone.0146291

Mauricio Ciprian, Leonardo Baldassini, Teresa Correas, Roberto Maestre, Jose Antonio Rodriguez Serrano, Oriol Pujol, Jordi Vitria (2016) 20161110-nips-bbva-uncertainty-financial-short-time-series-forecasting

J. Ciprian, M., Baldassini, L., Peinado, L., Correas, T., Maestre, R., Rodriguez Serrano, J.A., Pujol, O., Vitrià (2016) Evaluating uncertainty scores for deep regression networks in financial short time series forecasting, NIPS Workshops, url, doi:10.1145/2647868.2654889

Roberto Maestre, Elena Krasheninnikova (2016) Pricing strategy optimization considering customer sensitivity with Monte Carlo simulations

Elena Alfaro Martínez, Maria Hernández Rubio, Roberto Maestre Martinez, Dario Patane, Amanda Zerbe, Robert Kirkpatrick, Miguel Luengo-oroz (2016) Measuring Economic Resilience to Natural Disasters with Big Economic Transaction Data, Bloomberg Data for Good Exchange Conference

Stanislav Sobolevsky, Emanuele Massaro, Iva Bojic, Juan Murillo Arias, Carlo Ratti (2015) Predicting Regional Economic Indices using Big Data of Individual Bank Card Transactions, arXiv 1506.00036, url

Stanislav Sobolevsky, Iva Bojic, Alexander Belyi, Izabela Sitko, Bartosz Hawelka, Juan Murillo Arias, Carlo Ratti (2015) Scaling of City Attractiveness for Foreign Visitors through Big Data of Human Economical and Social Media Activity, Proceedings - 2015 IEEE International Congress on Big Data, BigData Congress 2015, p. 600-607, doi:10.1109/BigDataCongress.2015.92

Maxime Lenormand, Thomas Louail, Oliva G Cantú-Ros, Miguel Picornell, Ricardo Herranz, Juan Murillo Arias, Marc Barthelemy, Maxi San Miguel, José J Ramasco (2015) Influence of sociodemographics on human mobility., Scientific reports 5(Umr 8557), p. 10075, pubmed central, doi:10.1038/srep10075

Stanislav Sobolevsky, Emanuele Massaro, Iva Bojic, Juan Murillo Arias, Carlo Ratti (2015) Predicting Regional Economic Indices using Big Data of Individual Bank Card Transactions, arXiv 1506.00036, url

Stanislav Sobolevsky, Izabela Sitko, Remi Tachet, Bartosz Hawelka, Juan Murillo Arias, Carlo Ratti () SUPPLEMENTARY INFORMATION Cities through the prism of people spending behavior Demographic normalization Scaling of all five characteristics of individual spending behavior with city size

Stanislav Sobolevsky, Izabela Sitko, Sebastian Grauwin, Remi Tachet Des Combes, Bartosz Hawelka, Juan Murillo Arias, Carlo Ratti (2014) Mining Urban Performance: Scale-Independent Classification of Cities Based on Individual Economic Transactions(i), p. 10, url, doi:10.1140/epjds31.

Stanislav Sobolevsky, Izabela Sitko, Remi Tachet Des Combes, Bartosz Hawelka, Juan Murillo Arias, Carlo Ratti (2014) Money on the move: Big data of bank card transactions as the new proxy for human mobility patterns and regional delineation. The case of residents and foreign visitors in Spain, Proceedings - 2014 IEEE International Congress on Big Data, BigData Congress 2014, p. 136-143, doi:10.1109/BigData.Congress.2014.28