Marta C. González

Orcid: 0000-0002-8482-0318

  • Massachusetts Institute of Technology, Department of Civil and Environmental Engineering, Cambridge, MA, USA
  • University of California at Berkeley, Department of City and Regional Planning, CA, USA

According to our database1, Marta C. González authored at least 57 papers between 2006 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 


Online presence:



Sidewalk networks: Review and outlook.
Comput. Environ. Urban Syst., December, 2023

Deadline Differentiated Dynamic EV Charging Price Menu Design.
IEEE Trans. Smart Grid, 2023

Urban dynamics through the lens of human mobility.
Nat. Comput. Sci., 2023

Public Transit Demand Prediction During Highly Dynamic Conditions: A Meta-Analysis of State-of-the-Art Models and Open-Source Benchmarking Infrastructure.
CoRR, 2023

Mobile phone location data for disasters: A review from natural hazards and epidemics.
Comput. Environ. Urban Syst., 2022

Multimicrogrid Load Balancing Through EV Charging Networks.
IEEE Internet Things J., 2022

Exposure to parks through the lens of urban mobility.
EPJ Data Sci., 2022

Understanding vehicular routing behavior with location-based service data.
EPJ Data Sci., 2021

Correlation networks of air particulate matter ($\hbox {PM}_{2.5}$): a comparative study.
Appl. Netw. Sci., 2021

Street context of various demographic groups in their daily mobility.
Appl. Netw. Sci., 2021

Modeling Human Dynamics and Lifestyle Using Digital Traces.
CoRR, 2020

Socio-economic, built environment, and mobility conditions associated with crime: A study of multiple cities.
CoRR, 2020

Unraveling environmental justice in ambient PM<sub>2.5</sub> exposure in Beijing: A big data approach.
Comput. Environ. Urban Syst., 2019

Mining urban lifestyles: urban computing, human behavior and recommender systems.
CoRR, 2019

Spatial sensitivity analysis for urban land use prediction with physics-constrained conditional generative adversarial networks.
CoRR, 2019

A simple contagion process describes spreading of traffic jams in urban networks.
CoRR, 2019

Urban Street Contexts Classification Using Convolutional Neural Networks and Streets Imagery.
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

Streetify: Using Street View Imagery And Deep Learning For Urban Streets Development.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Modeling and Understanding Intrinsic Characteristics of Human Mobility.
Proceedings of the Handbook of Mobile Data Privacy., 2018

Age density patterns in patients medical conditions: A clustering approach.
PLoS Comput. Biol., 2018

Understanding predictability and exploration in human mobility.
EPJ Data Sci., 2018

Spatial diffusion and churn of social media.
CoRR, 2018

Modeling urbanization patterns with generative adversarial networks.
CoRR, 2018

Activity-Based Human Mobility Patterns Inferred from Mobile Phone Data: A Case Study of Singapore.
IEEE Trans. Big Data, 2017

Big Data Fusion to Estimate Fuel Consumption: A Case Study of Riyadh.
CoRR, 2017

Sequence of purchases in credit card data reveal life styles in urban populations.
CoRR, 2017

Urban Attractors: Discovering Patterns in Regions of Attraction in Cities.
CoRR, 2017

Using Convolutional Networks and Satellite Imagery to Identify Patterns in Urban Environments at a Large Scale.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Collective benefits in traffic during mega events via the use of information technologies.
CoRR, 2016

Persistent cascades: Measuring fundamental communication structure in social networks.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

Mobility Sequence Extraction and Labeling Using Sparse Cell Phone Data.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Urban magnetism through the lens of geo-tagged photography.
EPJ Data Sci., 2015

Personalized routing for multitudes in smart cities.
EPJ Data Sci., 2015

Tracking Employment Shocks Using Mobile Phone Data.
CoRR, 2015

Coupling Human Mobility and Social Ties.
CoRR, 2015

Progmosis: Evaluating Risky Individual Behavior During Epidemics Using Mobile Network Data.
CoRR, 2015

The anatomy of urban social networks and its implications in the searchability problem.
CoRR, 2015

On the Use of Human Mobility Proxies for Modeling Epidemics.
PLoS Comput. Biol., 2014

Limits of Predictability in Commuting Flows in the Absence of Data for Calibration.
CoRR, 2014

The path most travelled: Mining road usage patterns from massive call data.
CoRR, 2014

Predicting commuter flows in spatial networks using a radiation model based on temporal ranges.
CoRR, 2014

Computational social science: CSCW in the social media era.
Proceedings of the Computer Supported Cooperative Work, 2014

Understanding the spread of malicious mobile-phone programs and their damage potential.
Int. J. Inf. Sec., 2013

The elliptic model for social fluxes.
CoRR, 2013

Daily travel behavior: lessons from a week-long survey for the extraction of human mobility motifs related information.
Proceedings of the 2nd ACM SIGKDD International Workshop on Urban Computing, 2013

A review of urban computing for mobile phone traces: current methods, challenges and opportunities.
Proceedings of the 2nd ACM SIGKDD International Workshop on Urban Computing, 2013

Safe Driving Using Mobile Phones.
IEEE Trans. Intell. Transp. Syst., 2012

Clustering daily patterns of human activities in the city.
Data Min. Knowl. Discov., 2012

Inferring land use from mobile phone activity.
Proceedings of the ACM SIGKDD International Workshop on Urban Computing, 2012

Discovering urban spatial-temporal structure from human activity patterns.
Proceedings of the ACM SIGKDD International Workshop on Urban Computing, 2012

Modeling the adoption of innovations in the presence of geographic and media influences
CoRR, 2011

Trip Length Distribution Under Multiplicative Spatial Models of Supply and Demand: Theory and Sensitivity Analysis
CoRR, 2011

New generation of mobile phone viruses and corresponding countermeasures
CoRR, 2010

Understanding the spreading patterns of mobile phone viruses
CoRR, 2009

Understanding individual human mobility patterns
CoRR, 2008

Enhanced Situational Awareness: Application of DDDAS Concepts to Emergency and Disaster Management.
Proceedings of the Computational Science, 2007

Contact networks of mobile agents and spreading dynamics.
PhD thesis, 2006