Publications

 

Measuring Retail Trade Using
Card Transactional Data


Authors: Diego J. Bodas, Juan R. García, Juan Murillo, Matías Pacce, Tomasa Rodrigo, Pep Ruiz de Aguirre, Camillo Ulloa, Juan de Dios Romero, Heribert Valero — Madrid, 2018

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Using Transactional Data to Determine the Usual Environment of Cardholders


Authors: Juan Murillo, Juan de Dios Romero, Diego J. Bodas, Heribert Valero — ENTER Conference, Jönköping, Sweden, 2018

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Designing for Trust with Machine Learning


Authors: Fabien Girardin, Pablo Fleurquin — AAAI Spring Symposia, Palo Alto, USA, 2018

Forecasting Financial Short Time Series


Authors: Andrés M. Alonso, Clara Simon de Blas, Ana Elizabeth García, Mauricio Ciprián, Teresa Correas, Roberto Maestre, Luis Peinado — EJASA, 2017

End-to-end Neural Network Architecture for Fraud Scoring in Card Payments


Authors: Jon Ander Gómez, Juan Arévalo, Roberto Paredes, Jordi Nin — ELSEVIER, 2017

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Socioeconomic Characterization of Regions Through the Lens of Individual Financial Transactions


Authors: Behrooz Hashemian, Emanuele Massaro, Iva Bojic, Juan Murillo Arias, Stanislav Sobolevsky, Carlo Ratti — PLoS ONE, 2017

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Supplementary Information for Crowdsourcing the Robin Hood effect in cities


Authors: Thomas Louail, Maxime Lenormand, Juan José Murillo, José J. Ramasco — Applied Network Science, 2017

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When User Experience Designers Partner with Data Scientists


Authors: Fabien Girardin, Neal Lathia — The AAAI Spring Symposium on Designing the User Experience of Machine Learning Systems Technical Report, Palo Alto, USA, 2017

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Cities through the Prism of People’s Spending Behavior


Authors: Stanislav Sobolevsky, Izabela Sitko, Remi Tachet des Combes, Bartosz Hawelka, Juan Murillo Arias, Carlo Ratti — PLoS ONE, 2016

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Measuring Economic Resilience to Natural Disasters with Big Economic Transaction Data


Authors: Elena Alfaro Martínez, María Hernández Rubio, Roberto Maestre Martínez, Juan Murillo Arias, Dario Patane, Amanda Zerbe, Robert Kirkpatrick, Miguel Luengo-Oroz — Data For Good Exchange, Bloomberg, New York, USA, 2016

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Evaluating Uncertainty Scores for Deep Regression Networks in Financial Short Time Series Forecasting


Authors: Mauricio Ciprián, Leonardo Baldassini, Luis Peinado, Teresa Correas, Roberto Maestre, Jose A. Rodríguez, Oriol Pujol, Jordi Vitria — Workshop on Machine Learning for Spatiotemporal Forecasting, NIPS, Barcelona, Spain, 2016

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Scaling of City Attractiveness for Foreign Visitors Through Big Data of Human Economical and Social Media Activity


Authors: Stanislav Sobolevsky, Iva Bojic, Alexander Belyi, Izabela Sitko, Bartosz Hawelka, Juan Murillo Arias, Carlo Ratti — IEEE International Congress on Big Data, Santa Clara, USA, 2015

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Predicting Regional Economic Indices Using Big Data Of Individual Bank Card Transactions


Authors: Stanislav Sobolevsky, Emanuele Massaro, Iva Bojic, Juan Murillo Arias, Carlo Ratti — IEEE International Congress on Big Data, Santa Clara, USA, 2015

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Influence of Sociodemographic Characteristics on Human Mobility


Authors: Maxime Lenormand, Thomas Louail, Oliva G. Cantú-Ros, Miguel Picornell, Ricardo Herranz, Juan Murillo Arias, Marc Barthelemy, Maxi San Miguel, José J. Ramasco — Nature, 2015

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Mining Urban Performance: Scale-Independent Classification of Cities Based on Individual Economic Transactions


Authors: Stanislav Sobolevsky, Izabela Sitko, Sebastian Grauwin, Remi Tachet des Combes, Bartosz Hawelka, Juan Murillo Arias, Carlo Ratti — ASE International Conference on Big Data Science, Stanford University, USA, 2014

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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


Authors: Stanislav Sobolevsky, Izabela Sitko, Remi Tachet des Combes, Bartosz Hawelka, Juan Murillo Arias, Carlo Ratti — IEEE International Congress on Big Data, Washington, DC, USA, 2014

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