Vanessa Frías-Martínez

Orcid: 0000-0001-5114-7633

According to our database1, Vanessa Frías-Martínez authored at least 53 papers between 2004 and 2024.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

On csauthors.net:

Bibliography

2024
Comparing E-bike and Conventional Bicycle Use Patterns in a Public Bike Share System: A Case Study of Richmond, VA.
CoRR, 2024

The Legacy of Slavery and COVID-19 Mortality in Southern U.S. States.
Proceedings of the Wisdom, Well-Being, Win-Win, 2024

2023
Framework to Study Migration Decisions Using Call Detail Record (CDR) Data.
IEEE Trans. Comput. Soc. Syst., October, 2023

Auditing the fairness of place-based crime prediction models implemented with deep learning approaches.
Comput. Environ. Urban Syst., June, 2023

The BALTO Toolkit - A New Approach to Ethical and Sustainable Data Collection for Equitable Public Transit.
Proceedings of the 6th ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies, 2023

2022
Enhancing short-term crime prediction with human mobility flows and deep learning architectures.
EPJ Data Sci., 2022

A fairness assessment of mobility-based COVID-19 case prediction models.
CoRR, 2022

2021
Constructing Evacuation Evolution Patterns and Decisions Using Mobile Device Location Data: A Case Study of Hurricane Irma.
CoRR, 2021

2020
Modeling and predicting evacuation flows during hurricane Irma.
EPJ Data Sci., 2020

Addressing Under-Reporting to Enhance Fairness and Accuracy in Mobility-based Crime Prediction.
Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

2019
Understanding Cycling Trip Purpose and Route Choice Using GPS Traces and Open Data.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019

Characterization of internal migrant behavior in the immediate post-migration period using cell phone traces.
Proceedings of the Tenth International Conference on Information and Communication Technologies and Development, 2019

Predicting Perceived Level of Cycling Safety for Cycling Trips.
Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

2018
Identifying spatiotemporal urban activities through linguistic signatures.
Comput. Environ. Urban Syst., 2018

Information Needs and Communication Gaps between Citizens and Local Governments Online during Natural Disasters.
Inf. Syst. Frontiers, 2018

Towards Understanding Communication Behavior Changes During Floods Using Cell Phone Data.
Proceedings of the Social Informatics, 2018

Modeling human migration patterns during drought conditions in La Guajira, Colombia.
Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable Societies, 2018

Predicting Perceived Cycling Safety Levels Using Open and Crowdsourced Data.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

An analysis of the relationship between crime incidents and 911 calls.
Proceedings of the Building & Sustaining an Ethical Future with Emerging Technology, 2018

2017
Understanding Citizens' and Local Governments' Digital Communications During Natural Disasters: The Case of Snowstorms.
Proceedings of the 2017 ACM on Web Science Conference, 2017

2016
The Role of Rating and Loan Characteristics in Online Microfunding Behaviors.
CoRR, 2016

Uncovering Topic Dynamics of Social Media and News: The Case of Ferguson.
Proceedings of the Social Informatics - 8th International Conference, 2016

A Framework to Model Human Behavior at Large Scale during Natural Disasters.
Proceedings of the IEEE 17th International Conference on Mobile Data Management, 2016

Peer-to-peer microlending platforms: Characterization of online traits.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

Topic Models to Infer Socio-Economic Maps.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Uncovering Social Media Reaction Pattern to Protest Events: A Spatiotemporal Dynamics Perspective of Ferguson Unrest.
Proceedings of the Social Informatics - 7th International Conference, 2015

Crowdsourcing biking times.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, 2015

2014
Consensus clustering for urban land use analysis using cell phone network data.
Int. J. Ad Hoc Ubiquitous Comput., 2014

Spectral clustering for sensing urban land use using Twitter activity.
Eng. Appl. Artif. Intell., 2014

Computational Sustainability and Artificial Intelligence in the Developing World.
AI Mag., 2014

Estimation of traffic flow using passive cell-phone data.
Proceedings of the International Workshop on Data Science for Macro-Modeling, 2014


2013
Characterizing social response to urban earthquakes using cell-phone network data: the 2012 oaxaca earthquake.
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

Forecasting socioeconomic trends with cell phone records.
Proceedings of the Annual Symposium on Computing for Development, 2013

2012
On the relation between socio-economic status and physical mobility.
Inf. Technol. Dev., 2012

Characterizing Urban Landscapes Using Geolocated Tweets.
Proceedings of the 2012 International Conference on Privacy, 2012

Mobilizing education: evaluation of a mobile learning tool in a low-income school.
Proceedings of the Mobile HCI '12, 2012

EducaMovil: a mobile learning tool for low-income schools.
Proceedings of the Mobile HCI '12, 2012

Estimation of urban commuting patterns using cellphone network data.
Proceedings of the ACM SIGKDD International Workshop on Urban Computing, 2012

On the relationship between socio-economic factors and cell phone usage.
Proceedings of the Fifth International Conference on Information and Communication Technologies and Development, 2012

2011
Prediction of Socioeconomic Levels Using Cell Phone Records.
Proceedings of the User Modeling, Adaption and Personalization, 2011

An Agent-Based Model of Epidemic Spread Using Human Mobility and Social Network Information.
Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011

2010
Characterizing Dense Urban Areas from Mobile Phone-Call Data: Discovery and Social Dynamics.
Proceedings of the 2010 IEEE Second International Conference on Social Computing, 2010

Analyzing the Role of Dimension Arrangement for Data Visualization in Radviz.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

Querying Spatio-temporal Patterns in Mobile Phone-Call Databases.
Proceedings of the Eleventh International Conference on Mobile Data Management, 2010

Towards large scale technology impact analyses: automatic residential localization from mobile phone-call data.
Proceedings of the 4th ACM/IEEE International Conference on Information and Communication Technologies and Development, 2010

Human Mobility in Advanced and Developing Economies: A Comparative Analysis.
Proceedings of the Artificial Intelligence for Development, 2010

A Gender-Centric Analysis of Calling Behavior in a Developing Economy Using Call Detail Records.
Proceedings of the Artificial Intelligence for Development, 2010

2009
BARTER: Behavior Profile Exchange for Behavior-Based Admission and Access Control in MANETs.
Proceedings of the Information Systems Security, 5th International Conference, 2009

A Network Access Control Mechanism Based on Behavior Profiles.
Proceedings of the Twenty-Fifth Annual Computer Security Applications Conference, 2009

2008
Behavior-Based Network Access Control: A Proof-of-Concept.
Proceedings of the Information Security, 11th International Conference, 2008

Behavior-Profile Clustering for False Alert Reduction in Anomaly Detection Sensors.
Proceedings of the Twenty-Fourth Annual Computer Security Applications Conference, 2008

2004
Exploring Auction Mechanisms for Role Assignment in Teams of Autonomous Robots.
Proceedings of the RoboCup 2004: Robot Soccer World Cup VIII, 2004


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