Ali Mostafavi
Orcid: 0000-0002-9076-9408
According to our database1,
Ali Mostafavi
authored at least 100 papers
between 2009 and 2024.
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Bibliography
2024
Do human mobility network analyses produced from different location-based data sources yield similar results across scales?
Comput. Environ. Urban Syst., January, 2024
Beyond Quantities: Machine Learning-based Characterization of Inequality in Infrastructure Quality Provision in Cities.
CoRR, 2024
FloodGenome: Interpretable Machine Learning for Decoding Features Shaping Property Flood Risk Predisposition in Cities.
CoRR, 2024
CoRR, 2024
Decoding the Pulse of Community during Disasters: Resilience Analysis Based on Fluctuations in Latent Lifestyle Signatures within Human Visitation Networks.
CoRR, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Large-scale building damage assessment using a novel hierarchical transformer architecture on satellite images.
Comput. Aided Civ. Infrastructure Eng., October, 2023
Interpretable machine learning learns complex interactions of urban features to understand socio-economic inequality.
Comput. Aided Civ. Infrastructure Eng., September, 2023
Characterizing resilience of flood-disrupted dynamic transportation network through the lens of link reliability and stability.
Reliab. Eng. Syst. Saf., April, 2023
Deep Learning-driven Community Resilience Rating based on Intertwined Socio-Technical Systems Features.
CoRR, 2023
Unraveling Fundamental Properties of Power System Resilience Curves using Unsupervised Machine Learning.
CoRR, 2023
ML4EJ: Decoding the Role of Urban Features in Shaping Environmental Injustice Using Interpretable Machine Learning.
CoRR, 2023
CoRR, 2023
MaxFloodCast: Ensemble Machine Learning Model for Predicting Peak Inundation Depth And Decoding Influencing Features.
CoRR, 2023
FairMobi-Net: A Fairness-aware Deep Learning Model for Urban Mobility Flow Generation.
CoRR, 2023
Decoding Urban-health Nexus: Interpretable Machine Learning Illuminates Cancer Prevalence based on Intertwined City Features.
CoRR, 2023
ELEV-VISION: Automated Lowest Floor Elevation Estimation from Segmenting Street View Images.
CoRR, 2023
AI-assisted Protective Action: Study of ChatGPT as an Information Source for a Population Facing Climate Hazards.
CoRR, 2023
Emergence of Urban Heat Traps from the Intersection of Human Mobility and Heat Hazard Exposure in Cities.
CoRR, 2023
Collision of Environmental Injustice and Sea Level Rise: Assessment of Risk Inequality in Flood-induced Pollutant Dispersion from Toxic Sites in Texas.
CoRR, 2023
Identifying flash flood hotspots with explainable machine learning using urban features.
Proceedings of the 1st ACM SIGSPATIAL International Workshop on Advances in Urban-AI, 2023
2022
VictimFinder: Harvesting rescue requests in disaster response from social media with BERT.
Comput. Environ. Urban Syst., 2022
Spatio-temporal graph convolutional networks for road network inundation status prediction during urban flooding.
Comput. Environ. Urban Syst., 2022
Corrigendum to "An integrated physical-social analysis of disrupted access to critical facilities and community service-loss tolerance in urban flooding" [Computers, Environment and Urban Systems 80 (2019), 101443].
Comput. Environ. Urban Syst., 2022
Understanding Social Biases Behind Location Names in Contextual Word Embedding Models.
IEEE Trans. Comput. Soc. Syst., 2022
A Network Observability Framework for Sensor Placement in Flood Control Networks to Improve Flood Situational Awareness and Risk Management.
Reliab. Eng. Syst. Saf., 2022
Is the data suitable? The comparison of keyword versus location filters in crisis informatics using Twitter data.
Int. J. Inf. Manag. Data Insights, 2022
Tracing app technology: an ethical review in the COVID-19 era and directions for post-COVID-19.
Ethics Inf. Technol., 2022
Revealing the linguistic and geographical disparities of public awareness to Covid-19 outbreak through social media.
Int. J. Digit. Earth, 2022
Data-driven Tracking of the Bounce-back Path after Disasters: Critical Milestones of Population Activity Recovery and Their Spatial Inequality.
CoRR, 2022
Network Diffusion Model Reveals Recovery Multipliers and Heterogeneous Spatial Effects in Post-Disaster Community Recovery.
CoRR, 2022
Graph Attention Networks Unveil Determinants of Intra- and Inter-city Health Disparity.
CoRR, 2022
Attributed Network Embedding Model for Exposing COVID-19 Spread Trajectory Archetypes.
CoRR, 2022
CoRR, 2022
Examining Data Imbalance in Crowdsourced Reports for Improving Flash Flood Situational Awareness.
CoRR, 2022
Homophilic and Heterophilic Characteristics Shaping Community Formation in Human Mobility Networks During Extreme Weather Response.
CoRR, 2022
Quantitative Measures for Integrating Resilience into Transportation Planning Practice: Study in Texas.
CoRR, 2022
Hazard Exposure Heterophily: A Latent Characteristic in Socio-Spatial Networks Influencing Community Resilience.
CoRR, 2022
Characterizing Urban Lifestyle Signatures Using Motif Properties in Network of Places.
CoRR, 2022
Latent Sub-structural Resilience Mechanisms in Temporal Human Mobility Networks during Urban Flooding.
CoRR, 2022
Location Intelligence Reveals the Extent, Timing, and Spatial Variation of Hurricane Preparedness.
CoRR, 2022
Multi-agent modeling of hazard-household-infrastructure nexus for equitable resilience assessment.
Comput. Aided Civ. Infrastructure Eng., 2022
Unraveling the Temporal Importance of Community-Scale Human Activity Features for Rapid Assessment of Flood Impacts.
IEEE Access, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
High-Dimensional Axis-Aligned Bounding Box with Outliers.
Proceedings of the 34th Canadian Conference on Computational Geometry, 2022
2021
Network analysis and characterization of vulnerability in flood control infrastructure for system-level risk reduction.
Comput. Environ. Urban Syst., 2021
J. Comput. Mediat. Commun., 2021
Disaster City Digital Twin: A vision for integrating artificial and human intelligence for disaster management.
Int. J. Inf. Manag., 2021
A Spatial-temporal Graph Deep Learning Model for Urban Flood Nowcasting Leveraging Heterogeneous Community Features.
CoRR, 2021
Revealing the Global Linguistic and Geographical Disparities of Public Awareness to Covid-19 Outbreak through Social Media.
CoRR, 2021
Predicting Road Flooding Risk with Machine Learning Approaches Using Crowdsourced Reports and Fine-grained Traffic Data.
CoRR, 2021
Data-driven Contact Network Models of COVID-19 Reveal Trade-offs between Costs and Infections for Optimal Local Containment Policies.
CoRR, 2021
Revealing Critical Characteristics of Mobility Patterns in New York City during the Onset of COVID-19 Pandemic.
CoRR, 2021
Unveiling Spatial Patterns of Disaster Impacts and Recovery Using Credit Card Transaction Variances.
CoRR, 2021
A hybrid deep learning model for predictive flood warning and situation awareness using channel network sensors data.
Comput. Aided Civ. Infrastructure Eng., 2021
Local interactions and homophily effects in actor collaboration networks for urban resilience governance.
Appl. Netw. Sci., 2021
Effects of population co-location reduction on cross-county transmission risk of COVID-19 in the United States.
Appl. Netw. Sci., 2021
Detecting Early-Warning Signals in Time Series of Visits to Points of Interest to Examine Population Response to COVID-19 Pandemic.
IEEE Access, 2021
2020
Spatial biases in crowdsourced data: Social media content attention concentrates on populous areas in disasters.
Comput. Environ. Urban Syst., 2020
An integrated physical-social analysis of disrupted access to critical facilities and community service-loss tolerance in urban flooding.
Comput. Environ. Urban Syst., 2020
Metanetwork Framework for Performance Analysis of Disaster Management System-of-Systems.
IEEE Syst. J., 2020
Resilience planning in hazards-humans-infrastructure nexus: A multi-agent simulation for exploratory assessment of coastal water supply infrastructure adaptation to sea-level rise.
Environ. Model. Softw., 2020
Quantifying Community Resilience Based on Fluctuations in Visits to Point-of-Interest from Digital Trace Data.
CoRR, 2020
Adaptive Reinforcement Learning Model for Simulation of Urban Mobility during Crises.
CoRR, 2020
A Network Percolation-based Contagion Model of Flood Propagation and Recession in Urban Road Networks.
CoRR, 2020
Semiautomated social media analytics for sensing societal impacts due to community disruptions during disasters.
Comput. Aided Civ. Infrastructure Eng., 2020
Bayesian modeling of flood control networks for failure cascade characterization and vulnerability assessment.
Comput. Aided Civ. Infrastructure Eng., 2020
Appl. Netw. Sci., 2020
IEEE Access, 2020
DeepCOVIDNet: An Interpretable Deep Learning Model for Predictive Surveillance of COVID-19 Using Heterogeneous Features and Their Interactions.
IEEE Access, 2020
A Hybrid Machine Learning Pipeline for Automated Mapping of Events and Locations From Social Media in Disasters.
IEEE Access, 2020
Rethinking Infrastructure Resilience Assessment with Human Sentiment Reactions on Social Media in Disasters.
Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020
Weakly-Supervised Fine-Grained Event Recognition on Social Media Texts for Disaster Management.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Modeling and Analyzing Occupant Behaviors in Building Energy Analysis Using a State Space Approach and Non-Invasive Sensing.
Int. J. Next Gener. Comput., 2019
Social media for intelligent public information and warning in disasters: An interdisciplinary review.
Int. J. Inf. Manag., 2019
Comput. Aided Civ. Infrastructure Eng., 2019
A Graph-based Approach for Detecting Critical Infrastructure Disruptions on Social Media in Disasters.
Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019
2018
An Automated Methodology for Worker Path Generation and Safety Assessment in Construction Projects.
IEEE Trans Autom. Sci. Eng., 2018
Performance Assessment in Complex Engineering Projects Using a System-of-Systems Framework.
IEEE Syst. J., 2018
Multiagent Simulation for Complex Adaptive Modeling of Road Infrastructure Resilience to Sea-Level Rise.
Comput. Aided Civ. Infrastructure Eng., 2018
Proceedings of the 13th Annual Conference on System of Systems Engineering, 2018
Proceedings of the 2018 Annual IEEE International Systems Conference, 2018
A System Analytics Framework for Detecting Infrastructure-Related Topics in Disasters Using Social Sensing.
Proceedings of the Advanced Computing Strategies for Engineering, 2018
2017
Metanetwork Framework for Integrated Performance Assessment under Uncertainty in Construction Projects.
J. Comput. Civ. Eng., 2017
Characterization of the underlying mechanisms of vulnerability in complex projects using dynamic network simulation.
Proceedings of the 2017 Winter Simulation Conference, 2017
Agent-based modeling framework for simulation of complex adaptive mechanisms underlying household water conservation technology adoption.
Proceedings of the 2017 Winter Simulation Conference, 2017
2016
Agent-Based Simulation Model for Assessment of Financing Scenarios in Highway Transportation Infrastructure Systems.
J. Comput. Civ. Eng., 2016
2015
A coupled discrete-event and motion planning methodology for automated safety assessment in construction projects.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015
Modeling and analyzing occupant behaviors in building energy analysis using an information space approach.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2015
2014
Integrated simulation approach for assessment of performance in construction projects: a system-of-systems framework.
Proceedings of the 2014 Winter Simulation Conference, 2014
Proceedings of the 2014 Winter Simulation Conference, 2014
Towards a new paradigm for management of complex engineering projects: A system-of-systems framework.
Proceedings of the IEEE International Systems Conference, 2014
Ex-ante assessment of struck-by safety hazards in construction projects: A motion-planning approach.
Proceedings of the 2014 IEEE International Conference on Automation Science and Engineering, 2014
2011
Exploring the Dimensions of Systems of Innovation Analysis: A System of Systems Framework.
IEEE Syst. J., 2011
2009
Proceedings of the UKSim'11, 2009
Proceedings of the UKSim'11, 2009