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ORCIDVanessa Frías-Martínez
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2020 – today
- 2024
[c38]Mary Dalrymple, Vanessa Frías-Martínez
:
The Legacy of Slavery and COVID-19 Mortality in Southern U.S. States. iConference (3) 2024: 382-392- [i13]Yifan Yang, Elliott Sloate, Nashid Khadem, Celeste Chavis, Vanessa Frías-Martínez:
Comparing E-bike and Conventional Bicycle Use Patterns in a Public Bike Share System: A Case Study of Richmond, VA. CoRR abs/2404.18075 (2024) - [i12]Naman Awasthi, Saad Mohammad Abrar, Daniel Smolyak, Vanessa Frías-Martínez:
DemOpts: Fairness corrections in COVID-19 case prediction models. CoRR abs/2405.09483 (2024) - [i11]Daniel Smolyak, Saad Mohammad Abrar, Naman Awasthi, Vanessa Frías-Martínez:
Assessing the Impact of Case Correction Methods on the Fairness of COVID-19 Predictive Models. CoRR abs/2405.10355 (2024) - [i10]Saad Mohammad Abrar, Kazi Tasnim Zinat, Naman Awasthi, Vanessa Frías-Martínez:
COVID-19's Unequal Toll: An assessment of small business impact disparities with respect to ethnorace in metropolitan areas in the US using mobility data. CoRR abs/2405.11121 (2024) - [i9]Saad Mohammad Abrar, Naman Awasthi, Daniel Smolyak, Vanessa Frías-Martínez:
Auditing the Fairness of COVID-19 Forecast Hub Case Prediction Models. CoRR abs/2405.14891 (2024) - [i8]Paiheng Xu, Louiqa Raschid, Vanessa Frías-Martínez:
Does Geo-co-location Matter? A Case Study of Public Health Conversations during COVID-19. CoRR abs/2405.17710 (2024) - [i7]Jiahui Wu, Vanessa Frías-Martínez:
Improving the Fairness of Deep-Learning, Short-term Crime Prediction with Under-reporting-aware Models. CoRR abs/2406.04382 (2024) - [i6]Jiahui Wu, Vanessa Frías-Martínez:
Network-Based Transfer Learning Helps Improve Short-Term Crime Prediction Accuracy. CoRR abs/2406.06645 (2024) - [i5]Saad Mohammad Abrar, Naman Awasthi, Daniel Smolyak, Vanessa Frías-Martínez:
Systematic analysis of the effectiveness of adding human mobility data to covid-19 case prediction linear models. CoRR abs/2407.10304 (2024) - 2023
- [j11]Viren Dias, Lasantha Fernando, Yusen Lin, Vanessa Frías-Martínez, Louiqa Raschid:
Framework to Study Migration Decisions Using Call Detail Record (CDR) Data. IEEE Trans. Comput. Soc. Syst. 10(5): 2725-2738 (2023) - [j10]Jiahui Wu, Saad Mohammad Abrar, Naman Awasthi, Vanessa Frías-Martínez:
Auditing the fairness of place-based crime prediction models implemented with deep learning approaches. Comput. Environ. Urban Syst. 102: 101967 (2023) - [c37]Vanessa Frías-Martínez, Saad Mohammad Abrar, Naman Awasthi, Sunyup Park, Jessica Vitak:
The BALTO Toolkit - A New Approach to Ethical and Sustainable Data Collection for Equitable Public Transit. COMPASS 2023: 129-133 - 2022
- [j9]Jiahui Wu, Saad Mohammad Abrar, Naman Awasthi, Enrique Frías-Martínez, Vanessa Frías-Martínez:
Enhancing short-term crime prediction with human mobility flows and deep learning architectures. EPJ Data Sci. 11(1): 53 (2022) - [i4]Abdolmajid Erfani, Vanessa Frías-Martínez:
A fairness assessment of mobility-based COVID-19 case prediction models. CoRR abs/2210.03901 (2022) - 2021
- [i3]Aref Darzi, Vanessa Frías-Martínez, Sepehr Ghader, Hannah Younes, Lei Zhang:
Constructing Evacuation Evolution Patterns and Decisions Using Mobile Device Location Data: A Case Study of Hurricane Irma. CoRR abs/2102.12600 (2021) - 2020
- [j8]Lingzi Hong, Vanessa Frías-Martínez:
Modeling and predicting evacuation flows during hurricane Irma. EPJ Data Sci. 9(1): 29 (2020) - [c36]Jiahui Wu, Enrique Frías-Martínez, Vanessa Frías-Martínez:
Addressing Under-Reporting to Enhance Fairness and Accuracy in Mobility-based Crime Prediction. SIGSPATIAL/GIS 2020: 325-336
2010 – 2019
- 2019
- [j7]Suraj Nair, Kiran Javkar, Jiahui Wu, Vanessa Frías-Martínez:
Understanding Cycling Trip Purpose and Route Choice Using GPS Traces and Open Data. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3(1): 20:1-20:26 (2019) - [c35]Jiahui Wu, Lingzi Hong, Vanessa Frías-Martínez:
Predicting Perceived Level of Cycling Safety for Cycling Trips. SIGSPATIAL/GIS 2019: 456-459 - [c34]Lingzi Hong, Jiahui Wu, Enrique Frías-Martínez, Andrés Villarreal, Vanessa Frías-Martínez:
Characterization of internal migrant behavior in the immediate post-migration period using cell phone traces. ICTD 2019: 4:1-4:12 - 2018
- [j6]Lingzi Hong, Cheng Fu, Jiahui Wu, Vanessa Frías-Martínez:
Information Needs and Communication Gaps between Citizens and Local Governments Online during Natural Disasters. Inf. Syst. Frontiers 20(5): 1027-1039 (2018) - [j5]Cheng Fu, Grant McKenzie, Vanessa Frías-Martínez, Kathleen Stewart:
Identifying spatiotemporal urban activities through linguistic signatures. Comput. Environ. Urban Syst. 72: 25-37 (2018) - [c33]Jiahui Wu, Vanessa Frías-Martínez:
An analysis of the relationship between crime incidents and 911 calls. ASIST 2018: 933-935 - [c32]Jiahui Wu, Lingzi Hong, Vanessa Frías-Martínez:
Predicting Perceived Cycling Safety Levels Using Open and Crowdsourced Data. IEEE BigData 2018: 1669-1676 - [c31]Sibren Isaacman, Vanessa Frías-Martínez, Enrique Frías-Martínez:
Modeling human migration patterns during drought conditions in La Guajira, Colombia. COMPASS 2018: 31:1-31:9 - [c30]Lingzi Hong, Myeong Lee, Afra Mashhadi, Vanessa Frías-Martínez:
Towards Understanding Communication Behavior Changes During Floods Using Cell Phone Data. SocInfo (2) 2018: 97-107 - 2017
- [c29]Lingzi Hong, Cheng Fu, Paul M. Torrens, Vanessa Frías-Martínez:
Understanding Citizens' and Local Governments' Digital Communications During Natural Disasters: The Case of Snowstorms. WebSci 2017: 141-150 - 2016
- [c28]Lingzi Hong, Enrique Frías-Martínez, Vanessa Frías-Martínez:
Topic Models to Infer Socio-Economic Maps. AAAI 2016: 3835-3841 - [c27]Gaurav Paruthi, Enrique Frías-Martínez, Vanessa Frías-Martínez:
Peer-to-peer microlending platforms: Characterization of online traits. IEEE BigData 2016: 2180-2189 - [c26]Jay Ghurye, Gautier Krings, Vanessa Frías-Martínez:
A Framework to Model Human Behavior at Large Scale during Natural Disasters. MDM 2016: 18-27 - [c25]Lingzi Hong, Weiwei Yang, Philip Resnik, Vanessa Frías-Martínez:
Uncovering Topic Dynamics of Social Media and News: The Case of Ferguson. SocInfo (1) 2016: 240-256 - [i2]Gaurav Paruthi, Enrique Frías-Martínez, Vanessa Frías-Martínez:
The Role of Rating and Loan Characteristics in Online Microfunding Behaviors. CoRR abs/1609.09571 (2016) - 2015
- [c24]Mingsheng Wu, Vanessa Frías-Martínez:
Crowdsourcing biking times. UbiComp/ISWC Adjunct 2015: 1123-1131 - [c23]Jiaying He, Lingzi Hong, Vanessa Frías-Martínez, Paul M. Torrens:
Uncovering Social Media Reaction Pattern to Protest Events: A Spatiotemporal Dynamics Perspective of Ferguson Unrest. SocInfo 2015: 67-81 - 2014
- [j4]John Quinn, Vanessa Frías-Martínez, Lakshminarayan Subramanian:
Computational Sustainability and Artificial Intelligence in the Developing World. AI Mag. 35(3): 36-47 (2014) - [j3]Vanessa Frías-Martínez, Enrique Frías-Martínez:
Spectral clustering for sensing urban land use using Twitter activity. Eng. Appl. Artif. Intell. 35: 237-245 (2014) - [j2]Vanessa Frías-Martínez, Víctor Soto, Ángel Sánchez, Enrique Frías-Martínez:
Consensus clustering for urban land use analysis using cell phone network data. Int. J. Ad Hoc Ubiquitous Comput. 17(1): 39-58 (2014) - [c22]David Pastor-Escuredo, Alfredo Morales-Guzmán, Yolanda Torres-Fernández, Jean-Martin Bauer, Amit Wadhwa, Carlos Castro-Correa, Liudmyla Romanoff, Jong Gun Lee, Alex Rutherford, Vanessa Frías-Martínez, Nuria Oliver, Enrique Frías-Martínez, Miguel A. Luengo-Oroz:
Flooding through the lens of mobile phone activity. GHTC 2014: 279-286 - [c21]Vanessa Frías-Martínez, Younes Moumni, Enrique Frías-Martínez:
Estimation of traffic flow using passive cell-phone data. DSMM 2014: 13:1-13:2 - [e1]Anitha Kannan, Krishnaram Kenthapadi, Shankar Kalyanaraman, Marshini Chetty, Vanessa Frías-Martínez:
Proceedings of the Fifth ACM Symposium on Computing for Development, ACM DEV 2014, San Jose, CA, USA, December 5-6, 2014. ACM 2014, ISBN 978-1-4503-2936-1 [contents] - [i1]David Pastor-Escuredo, Alfredo Morales-Guzmán, Yolanda Torres-Fernández, Jean-Martin Bauer, Amit Wadhwa, Carlos Castro-Correa, Liudmyla Romanoff, Jong Gun Lee, Alex Rutherford, Vanessa Frías-Martínez, Nuria Oliver, Enrique Frías-Martínez, Miguel A. Luengo-Oroz:
Flooding through the lens of mobile phone activity. CoRR abs/1411.6574 (2014) - 2013
- [c20]Vanessa Frías-Martínez, Cristina Soguero-Ruíz, Enrique Frías-Martínez, Malvina Josephidou:
Forecasting socioeconomic trends with cell phone records. ACM DEV (3) 2013: 15:1-15:10 - [c19]Benyounes Moumni, Vanessa Frías-Martínez, Enrique Frías-Martínez:
Characterizing social response to urban earthquakes using cell-phone network data: the 2012 oaxaca earthquake. UbiComp (Adjunct Publication) 2013: 1199-1208 - 2012
- [j1]Vanessa Frías-Martínez, Jesus Virseda, Enrique Frías-Martínez:
On the relation between socio-economic status and physical mobility. Inf. Technol. Dev. 18(2): 91-106 (2012) - [c18]Vanessa Frías-Martínez, Jesus Virseda:
On the relationship between socio-economic factors and cell phone usage. ICTD 2012: 76-84 - [c17]Vanessa Frías-Martínez, Cristina Soguero-Ruíz, Enrique Frías-Martínez:
Estimation of urban commuting patterns using cellphone network data. UrbComp@KDD 2012: 9-16 - [c16]Vanessa Frías-Martínez, Jesus Virseda, Aldo Gomero:
EducaMovil: a mobile learning tool for low-income schools. Mobile HCI (Companion) 2012: 169-172 - [c15]Vanessa Frías-Martínez, Jesus Virseda, Aldo Gomero:
Mobilizing education: evaluation of a mobile learning tool in a low-income school. Mobile HCI 2012: 441-450 - [c14]Vanessa Frías-Martínez, Víctor Soto, Heath Hohwald, Enrique Frías-Martínez:
Characterizing Urban Landscapes Using Geolocated Tweets. SocialCom/PASSAT 2012: 239-248 - 2011
- [c13]Enrique Frías-Martínez, Graham Williamson, Vanessa Frías-Martínez:
An Agent-Based Model of Epidemic Spread Using Human Mobility and Social Network Information. SocialCom/PASSAT 2011: 57-64 - [c12]Víctor Soto, Vanessa Frías-Martínez, Jesus Virseda, Enrique Frías-Martínez:
Prediction of Socioeconomic Levels Using Cell Phone Records. UMAP 2011: 377-388 - 2010
- [c11]Vanessa Frías-Martínez, Enrique Frías-Martínez, Nuria Oliver:
A Gender-Centric Analysis of Calling Behavior in a Developing Economy Using Call Detail Records. AAAI Spring Symposium: Artificial Intelligence for Development 2010 - [c10]Alberto Rubio, Vanessa Frías-Martínez, Enrique Frías-Martínez, Nuria Oliver:
Human Mobility in Advanced and Developing Economies: A Comparative Analysis. AAAI Spring Symposium: Artificial Intelligence for Development 2010 - [c9]Vanessa Frías-Martínez, Jesus Virseda, Alberto Rubio, Enrique Frías-Martínez:
Towards large scale technology impact analyses: automatic residential localization from mobile phone-call data. ICTD 2010: 11:1-11:10 - [c8]Marcos R. Vieira, Enrique Frías-Martínez, Petko Bakalov, Vanessa Frías-Martínez, Vassilis J. Tsotras:
Querying Spatio-temporal Patterns in Mobile Phone-Call Databases. Mobile Data Management 2010: 239-248 - [c7]Luigi Di Caro, Vanessa Frías-Martínez, Enrique Frías-Martínez:
Analyzing the Role of Dimension Arrangement for Data Visualization in Radviz. PAKDD (2) 2010: 125-132 - [c6]Marcos R. Vieira, Vanessa Frías-Martínez, Nuria Oliver, Enrique Frías-Martínez:
Characterizing Dense Urban Areas from Mobile Phone-Call Data: Discovery and Social Dynamics. SocialCom/PASSAT 2010: 241-248
2000 – 2009
- 2009
- [c5]Vanessa Frías-Martínez, Joseph Sherrick, Salvatore J. Stolfo, Angelos D. Keromytis:
A Network Access Control Mechanism Based on Behavior Profiles. ACSAC 2009: 3-12 - [c4]Vanessa Frías-Martínez, Salvatore J. Stolfo, Angelos D. Keromytis:
BARTER: Behavior Profile Exchange for Behavior-Based Admission and Access Control in MANETs. ICISS 2009: 193-207 - 2008
- [c3]Vanessa Frías-Martínez, Salvatore J. Stolfo, Angelos D. Keromytis:
Behavior-Profile Clustering for False Alert Reduction in Anomaly Detection Sensors. ACSAC 2008: 367-376 - [c2]Vanessa Frías-Martínez, Salvatore J. Stolfo, Angelos D. Keromytis:
Behavior-Based Network Access Control: A Proof-of-Concept. ISC 2008: 175-190 - 2004
- [c1]Vanessa Frías-Martínez, Elizabeth Sklar, Simon Parsons:
Exploring Auction Mechanisms for Role Assignment in Teams of Autonomous Robots. RoboCup 2004: 532-539
Coauthor Index
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