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ORCIDMarta C. González
Person information
- affiliation: Massachusetts Institute of Technology, Department of Civil and Environmental Engineering, Cambridge, MA, USA
- affiliation: University of California at Berkeley, Department of City and Regional Planning, CA, USA
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Books and Theses
- 2006
[b1]Marta C. González:
Contact networks of mobile agents and spreading dynamics. University of Stuttgart, Germany, Logos-Verlag 2006, ISBN 978-3-8325-1318-4, pp. 1-160
Journal Articles
- 2024
- [j20]Takahiro Yabe
, Massimiliano Luca, Kota Tsubouchi, Bruno Lepri, Marta C. González, Esteban Moro:
Enhancing human mobility research with open and standardized datasets. Nat. Comput. Sci. 4(7): 469-472 (2024) - 2023
- [j19]Yanyan Xu, Luis E. Olmos, David Mateo, Alberto Hernando, Xiaokang Yang, Marta C. González:
Urban dynamics through the lens of human mobility. Nat. Comput. Sci. 3(7): 611-620 (2023) - [j18]Chenbei Lu, Jiaman Wu, Jingshi Cui, Yanyan Xu, Chenye Wu, Marta C. González:
Deadline Differentiated Dynamic EV Charging Price Menu Design. IEEE Trans. Smart Grid 14(1): 502-516 (2023) - [j17]Daniel Rhoads, Clement Rames, Albert Solé-Ribalta, Marta C. González, Michael Szell, Javier Borge-Holthoefer:
Sidewalk networks: Review and outlook. Comput. Environ. Urban Syst. 106: 102031 (2023) - 2022
- [j16]Ariel Salgado, Ziyun Yuan, Inés Caridi, Marta C. González:
Exposure to parks through the lens of urban mobility. EPJ Data Sci. 11(1): 42 (2022) - [j15]Xi Chen, Haihui Wang, Fan Wu, Yujie Wu, Marta C. González, Junshan Zhang:
Multimicrogrid Load Balancing Through EV Charging Networks. IEEE Internet Things J. 9(7): 5019-5026 (2022) - [j14]Takahiro Yabe, Nicholas K. W. Jones, P. Suresh C. Rao, Marta C. González, Satish V. Ukkusuri:
Mobile phone location data for disasters: A review from natural hazards and epidemics. Comput. Environ. Urban Syst. 94: 101777 (2022) - 2021
- [j13]Dimitrios M. Vlachogiannis, Yanyan Xu, Ling Jin, Marta C. González:
Correlation networks of air particulate matter ($\hbox {PM}_{2.5}$): a comparative study. Appl. Netw. Sci. 6(1): 32 (2021) - [j12]Ariel Salgado, Weixin Li, Fahad Alhasoun, Inés Caridi, Marta C. González:
Street context of various demographic groups in their daily mobility. Appl. Netw. Sci. 6(1): 43 (2021) - [j11]Yanyan Xu, Riccardo Di Clemente, Marta C. González:
Understanding vehicular routing behavior with location-based service data. EPJ Data Sci. 10(1): 12 (2021) - 2019
- [j10]Yanyan Xu, Shan Jiang, Ruiqi Li, Jiang Zhang, Jinhua Zhao, Sofiane Abbar, Marta C. González:
Unraveling environmental justice in ambient PM2.5 exposure in Beijing: A big data approach. Comput. Environ. Urban Syst. 75: 12-21 (2019) - 2018
- [j9]Andrea Cuttone, Sune Lehmann, Marta C. González:
Understanding predictability and exploration in human mobility. EPJ Data Sci. 7(1): 2 (2018) - [j8]Fahad Alhasoun, Faisal Aleissa, May Alhazzani, Luis Gregorio Moyano, Claudio S. Pinhanez, Marta C. González:
Age density patterns in patients medical conditions: A clustering approach. PLoS Comput. Biol. 14(6) (2018) - 2017
- [j7]Shan Jiang, Joseph Ferreira Jr., Marta C. González:
Activity-Based Human Mobility Patterns Inferred from Mobile Phone Data: A Case Study of Singapore. IEEE Trans. Big Data 3(2): 208-219 (2017) - 2015
- [j6]Manlio De Domenico, Antonio Lima, Marta C. González, Alex Arenas:
Personalized routing for multitudes in smart cities. EPJ Data Sci. 4(1): 1 (2015) - [j5]Silvia Paldino, Iva Bojic, Stanislav Sobolevsky, Carlo Ratti, Marta C. González:
Urban magnetism through the lens of geo-tagged photography. EPJ Data Sci. 4(1): 5 (2015) - 2014
- [j4]Michele Tizzoni, Paolo Bajardi, Adeline Decuyper, Guillaume Kon Kam King, Christian M. Schneider, Vincent D. Blondel, Zbigniew Smoreda, Marta C. González, Vittoria Colizza:
On the Use of Human Mobility Proxies for Modeling Epidemics. PLoS Comput. Biol. 10(7) (2014) - 2013
- [j3]Pu Wang, Marta C. González, Ronaldo Menezes, Albert-László Barabási:
Understanding the spread of malicious mobile-phone programs and their damage potential. Int. J. Inf. Sec. 12(5): 383-392 (2013) - 2012
- [j2]Shan Jiang, Joseph Ferreira Jr., Marta C. González:
Clustering daily patterns of human activities in the city. Data Min. Knowl. Discov. 25(3): 478-510 (2012) - [j1]Mohamed Fazeen, Brandon Gozick, Ram Dantu, Moiz Bhukhiya, Marta C. González:
Safe Driving Using Mobile Phones. IEEE Trans. Intell. Transp. Syst. 13(3): 1462-1468 (2012)
Conference and Workshop Papers
- 2019
- [c11]Fahad Alhasoun, Marta C. González:
Streetify: Using Street View Imagery And Deep Learning For Urban Streets Development. IEEE BigData 2019: 2001-2006 - [c10]Fahad Alhasoun, Marta C. González:
Urban Street Contexts Classification Using Convolutional Neural Networks and Streets Imagery. ICMLA 2019: 1198-1204 - 2017
- [c9]Adrian Albert, Jasleen Kaur, Marta C. González:
Using Convolutional Networks and Satellite Imagery to Identify Patterns in Urban Environments at a Large Scale. KDD 2017: 1357-1366 - 2016
- [c8]Yingxiang Yang, Peter Widhalm, Shounak Athavale, Marta C. González:
Mobility Sequence Extraction and Labeling Using Sparse Cell Phone Data. AAAI 2016: 4276-4277 - [c7]Steven Morse, Marta C. González, Natasha Markuzon:
Persistent cascades: Measuring fundamental communication structure in social networks. IEEE BigData 2016: 969-975 - 2014
- [c6]Scott Counts, Munmun De Choudhury, Jana Diesner, Eric Gilbert, Marta C. González, Brian Keegan, Mor Naaman, Hanna M. Wallach:
Computational social science: CSCW in the social media era. CSCW Companion 2014: 105-108 - 2013
- [c5]Shan Jiang, Gaston A. Fiore, Yingxiang Yang, Joseph Ferreira Jr., Emilio Frazzoli, Marta C. González:
A review of urban computing for mobile phone traces: current methods, challenges and opportunities. UrbComp@KDD 2013: 2:1-2:9 - [c4]Christian M. Schneider, Christian Rudloff, Dietmar Bauer, Marta C. González:
Daily travel behavior: lessons from a week-long survey for the extraction of human mobility motifs related information. UrbComp@KDD 2013: 3:1-3:7 - 2012
- [c3]Jameson L. Toole, Michael Ulm, Marta C. González, Dietmar Bauer:
Inferring land use from mobile phone activity. UrbComp@KDD 2012: 1-8 - [c2]Shan Jiang, Joseph Ferreira Jr., Marta C. González:
Discovering urban spatial-temporal structure from human activity patterns. UrbComp@KDD 2012: 95-102 - 2007
- [c1]Gregory R. Madey, Albert-László Barabási, Nitesh V. Chawla, Marta C. González, David Hachen, Brett Lantz, Alec Pawling, Timothy W. Schoenharl, Gábor Szabó, Pu Wang, Ping Yan:
Enhanced Situational Awareness: Application of DDDAS Concepts to Emergency and Disaster Management. International Conference on Computational Science (1) 2007: 1090-1097
Editorship
- 2013
- [e1]Ronaldo Menezes, Alexandre G. Evsukoff, Marta C. González:
Complex Networks, results of the 3rd Workshop on Complex Networks, CompleNet 2012, Melbourne, FL, USA, March 7-9, 2012. Studies in Computational Intelligence 424, Springer 2013, ISBN 978-3-642-30286-2 [contents]
Reference Works
- 2018
- [r1]Jameson L. Toole, Yves-Alexandre de Montjoye, Marta C. González, Alex 'Sandy' Pentland:
Modeling and Understanding Intrinsic Characteristics of Human Mobility. Handbook of Mobile Data Privacy 2018: 13-34
Informal and Other Publications
- 2023
- [i30]Juan D. Caicedo, Marta C. González, Joan L. Walker:
Public Transit Demand Prediction During Highly Dynamic Conditions: A Meta-Analysis of State-of-the-Art Models and Open-Source Benchmarking Infrastructure. CoRR abs/2306.06194 (2023) - 2020
- [i29]Marco De Nadai, Yanyan Xu, Emmanuel Letouzé, Marta C. González, Bruno Lepri:
Socio-economic, built environment, and mobility conditions associated with crime: A study of multiple cities. CoRR abs/2004.05822 (2020) - [i28]Sharon Xu, Steven Morse, Marta C. González:
Modeling Human Dynamics and Lifestyle Using Digital Traces. CoRR abs/2005.06542 (2020) - 2019
- [i27]Meead Saberi, Mudabber Ashfaq, Homayoun Hamedmoghadam, Seyed Amir Hosseini, Ziyuan Gu, Sajjad Shafiei, Divya Jayakumar Nair, Vinayak V. Dixit, Lauren Gardner, S. Travis Waller, Marta C. González:
A simple contagion process describes spreading of traffic jams in urban networks. CoRR abs/1906.00585 (2019) - [i26]Adrian Albert, Jasleen Kaur, Emanuele Strano, Marta C. González:
Spatial sensitivity analysis for urban land use prediction with physics-constrained conditional generative adversarial networks. CoRR abs/1907.09543 (2019) - [i25]Sharon Xu, Riccardo Di Clemente, Marta C. González:
Mining urban lifestyles: urban computing, human behavior and recommender systems. CoRR abs/1911.05464 (2019) - [i24]Fahad Alhasoun, Marta C. González:
Streetify: Using Street View Imagery And Deep Learning For Urban Streets Development. CoRR abs/1911.08007 (2019) - 2018
- [i23]Adrian Albert, Emanuele Strano, Jasleen Kaur, Marta C. González:
Modeling urbanization patterns with generative adversarial networks. CoRR abs/1801.02710 (2018) - [i22]Balázs Lengyel, Riccardo Di Clemente, János Kertész, Marta C. González:
Spatial diffusion and churn of social media. CoRR abs/1804.01349 (2018) - 2017
- [i21]May Alhazzani, Fahad Alhasoun, Zeyad Alawwad, Marta C. González:
Urban Attractors: Discovering Patterns in Regions of Attraction in Cities. CoRR abs/1701.08696 (2017) - [i20]Riccardo Di Clemente, Miguel A. Luengo-Oroz, Matias Travizano, Bapu Vaitla, Marta C. González:
Sequence of purchases in credit card data reveal life styles in urban populations. CoRR abs/1703.00409 (2017) - [i19]Adrian Albert, Jasleen Kaur, Marta C. González:
Using convolutional networks and satellite imagery to identify patterns in urban environments at a large scale. CoRR abs/1704.02965 (2017) - [i18]Adham Kalila, Zeyad Awwad, Riccardo Di Clemente, Marta C. González:
Big Data Fusion to Estimate Fuel Consumption: A Case Study of Riyadh. CoRR abs/1711.07550 (2017) - 2016
- [i17]Yanyan Xu, Marta C. González:
Collective benefits in traffic during mega events via the use of information technologies. CoRR abs/1607.08203 (2016) - [i16]Andrea Cuttone, Sune Lehmann, Marta C. González:
Understanding Predictability and Exploration in Human Mobility. CoRR abs/1608.01939 (2016) - 2015
- [i15]Jameson L. Toole, Carlos Herrera-Yagüe, Christian M. Schneider, Marta C. González:
Coupling Human Mobility and Social Ties. CoRR abs/1502.00690 (2015) - [i14]Silvia Paldino, Iva Bojic, Stanislav Sobolevsky, Carlo Ratti, Marta C. González:
Urban Magnetism Through The Lens of Geo-tagged Photography. CoRR abs/1503.05502 (2015) - [i13]Antonio Lima, Veljko Pejovic, Luca Rossi, Mirco Musolesi, Marta C. González:
Progmosis: Evaluating Risky Individual Behavior During Epidemics Using Mobile Network Data. CoRR abs/1504.01316 (2015) - [i12]Jameson L. Toole, Yu-Ru Lin, Erich Muehlegger, Daniel Shoag, Marta C. González, David Lazer:
Tracking Employment Shocks Using Mobile Phone Data. CoRR abs/1505.06791 (2015) - [i11]Carlos Herrera-Yagüe, Christian M. Schneider, Thomas Couronné, Zbigniew Smoreda, Rosa M. Benito, Pedro J. Zufiria, Marta C. González:
The anatomy of urban social networks and its implications in the searchability problem. CoRR abs/1506.00770 (2015) - 2014
- [i10]Jameson L. Toole, Serdar Çolak, Fahad Alhasoun, Alexandre G. Evsukoff, Marta C. González:
The path most travelled: Mining road usage patterns from massive call data. CoRR abs/1403.0636 (2014) - [i9]Yingxiang Yang, Carlos Herrera, Nathan Eagle, Marta C. González:
Limits of Predictability in Commuting Flows in the Absence of Data for Calibration. CoRR abs/1407.6256 (2014) - [i8]Yihui Ren, Mária Ercsey-Ravasz, Pu Wang, Marta C. González, Zoltán Toroczkai:
Predicting commuter flows in spatial networks using a radiation model based on temporal ranges. CoRR abs/1410.4849 (2014) - 2013
- [i7]Carlos Herrera-Yagüe, Christian M. Schneider, Zbigniew Smoreda, Thomas Couronné, Pedro J. Zufiria, Marta C. González:
The elliptic model for social fluxes. CoRR abs/1310.0163 (2013) - 2012
- [i6]Jameson L. Toole, Michael Ulm, Dietmar Bauer, Marta C. González:
Inferring land use from mobile phone activity. CoRR abs/1207.1115 (2012) - 2011
- [i5]Daniele Veneziano, Marta C. González:
Trip Length Distribution Under Multiplicative Spatial Models of Supply and Demand: Theory and Sensitivity Analysis. CoRR abs/1101.3719 (2011) - [i4]Jameson L. Toole, Meeyoung Cha, Marta C. González:
Modeling the adoption of innovations in the presence of geographic and media influences. CoRR abs/1110.0535 (2011) - 2010
- [i3]Pu Wang, Marta C. González, Ronaldo Menezes, Albert-László Barabási:
New generation of mobile phone viruses and corresponding countermeasures. CoRR abs/1012.3156 (2010) - 2009
- [i2]Pu Wang, Marta C. González, César A. Hidalgo, Albert-László Barabási:
Understanding the spreading patterns of mobile phone viruses. CoRR abs/0906.4567 (2009) - 2008
- [i1]Marta C. González, César A. Hidalgo, Albert-László Barabási:
Understanding individual human mobility patterns. CoRR abs/0806.1256 (2008)
Coauthor Index
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