Marta C. González
Orcid: 0000-0002-8482-0318Affiliations:
- 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.
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Bibliography
2023
IEEE Trans. Smart Grid, 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
2022
Mobile phone location data for disasters: A review from natural hazards and epidemics.
Comput. Environ. Urban Syst., 2022
IEEE Internet Things J., 2022
2021
EPJ Data Sci., 2021
Correlation networks of air particulate matter ($\hbox {PM}_{2.5}$): a comparative study.
Appl. Netw. Sci., 2021
Appl. Netw. Sci., 2021
2020
Socio-economic, built environment, and mobility conditions associated with crime: A study of multiple cities.
CoRR, 2020
2019
Unraveling environmental justice in ambient PM<sub>2.5</sub> exposure in Beijing: A big data approach.
Comput. Environ. Urban Syst., 2019
CoRR, 2019
Spatial sensitivity analysis for urban land use prediction with physics-constrained conditional generative adversarial networks.
CoRR, 2019
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
2018
Proceedings of the Handbook of Mobile Data Privacy., 2018
PLoS Comput. Biol., 2018
2017
Activity-Based Human Mobility Patterns Inferred from Mobile Phone Data: A Case Study of Singapore.
IEEE Trans. Big Data, 2017
CoRR, 2017
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
2016
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
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
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
2014
PLoS Comput. Biol., 2014
CoRR, 2014
CoRR, 2014
Predicting commuter flows in spatial networks using a radiation model based on temporal ranges.
CoRR, 2014
Proceedings of the Computer Supported Cooperative Work, 2014
2013
Understanding the spread of malicious mobile-phone programs and their damage potential.
Int. J. Inf. Sec., 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
2012
Data Min. Knowl. Discov., 2012
Proceedings of the ACM SIGKDD International Workshop on Urban Computing, 2012
Proceedings of the ACM SIGKDD International Workshop on Urban Computing, 2012
2011
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
2010
2009
2008
2007
Enhanced Situational Awareness: Application of DDDAS Concepts to Emergency and Disaster Management.
Proceedings of the Computational Science, 2007
2006