Marta Gonzalez
Selected publications by year:
- Vlachogiannis, Dimitros and Yanyan Xu and Jin Ling and Marta C. González. “Correlation networks of air particulate matter (PM2:5): a comparative study” Applied Network Science 6(1) 1-18 (2021). [PDF]
- Xu, Yanyan, Luis E. Olmos, Sofiane Abbar, and Marta C. González. “Deconstructing laws of accessibility and facility distribution in cities.” Science Advances 6, no. 37 (2020): eabb4112. [PDF] [Supplementary Materials]
- Fahad Alhasoun and Marta C. González. “Streetify: Using Street View Imagery And Deep Learning For Urban Streets Development.” 2019 IEEE International Conference on Big Data, Los Angeles, CA. [arXiv:1911.08007]
- Barbour, Edward, Carlos Cerezo Davila, Siddharth Gupta, Christoph Reinhart, Jasleen Kaur, and Marta C. González. “Planning for sustainable cities by estimating building occupancy with mobile phones.” Nature Communications 10, no. 1 (2019): 1-10. [PDF]
- Olmos, Luis E., Serdar Çolak, Sajjad Shafiei, Meead Saberi, and Marta C. González. “Macroscopic dynamics and the collapse of urban traffic.” Proceedings of the National Academy of Sciences 115, no. 50 (2018): 12654-12661. [PDF]
- Di Clemente, Riccardo, Miguel Luengo-Oroz, Matias Travizano, Sharon Xu, Bapu Vaitla, and Marta C. González. “Sequences of purchases in credit card data reveal lifestyles in urban populations.” Nature Communications 9, no. 1 (2018): 1-8. [PDF]
- Xu, Yanyan, Serdar Çolak, Emre C. Kara, Scott J. Moura, and Marta C. González. “Planning for electric vehicle needs by coupling charging profiles with urban mobility.” Nature Energy 3, no. 6 (2018): 484-493. [PDF]
- Albert, Adrian, Jasleen Kaur, and Marta C. Gonzalez. “Using convolutional networks and satellite imagery to identify patterns in urban environments at a large scale.” In Proceedings of the 23rd ACM SIGKDD international conference on knowledge discovery and data mining, pp. 1357-1366. 2017 [arXiv:1704.02965v2]
- Jiang S., Yang Y., Gupta S., Veneziano D., Athavale S., and Marta C. González. “TimeGeo: A spatiotemporal framework for modeling urban mobility without surveys“, Proceedings of the National Academy of Sciences 113, no (37), E5370-E5378 (2016). [PDF]
- Toole J.L., Colak S., Sturt B., Alexandre L., Evsukoff A., and Marta C. González. “The Path Most Travelled: Travel Demand Estimation Using Big Data“, Transportation Research Part C: Emerging Technologies 58, 162-177 (2015). [PDF]
- Toole J.L. , Herrera-Yague C., Schneider C.M., and Marta C. González. “Coupling Human Mobility and Social Ties Social Ties”, Journal of The Royal Society Interface 12(105), 20141128 (2015). [PDF]
- Yang Y., Herrera-Yague C., Eagle N., and Marta C. González. “Limits of Predictability in Commuting Flows in the Absence of Data for Calibration”, Scientific Reports 4, 5662 (2014). [PDF]
- Schneider C.M., Belik V., Couronne T., Smoreda Z., and Marta C. González. “Unravelling Daily Mobility Motifs”, Journal of The Royal Society Interface 10(84), 20130246 (2013).
- Toole J.L., Cha M., and Marta C. González. “Modeling the Adoption of Innovations in the Presence of Geographic and Media Influences”, PLoS ONE 7 (1), e29528 (2012). [PDF]
- Jiang S., Ferreira Jr J., and Marta C. González. “Clustering Daily Patterns of Human Activities in the City”, Data Mining and Knowledge Discovery 25, 478-510 (2012). [PDF]
- Simini F., Marta C. González, Maritan A., Barabasi A.-L. “A Universal Model for Mobility and Migration Patterns”, Nature 484 (7392), 96-100 (2012).[PDF]
- Wang P. and Gonzalez M.C., Hidalgo C.A and Barabasi A.-L., “Understanding the Spreading Patterns of Mobile Phone Viruses”, Science 324, 1071-1076 (2009).
- Gonzalez M.C., Hidalgo C.A and Barabasi A.-L. “Understanding Individual Human Mobility Patterns“, Nature 453, 479-482 (2008).