Ali Mostafavi

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 109

Top Venues

CoRR

Comput. Environ. Urban Syst.

Comput. Aided Civ. Infrastructure Eng.

IEEE Access

Publications

Chia-Fu Liu, Lipai Huang, Kai Yin, Samuel D. Brody, Ali Mostafavi
FloodDamageCast: Building Flood Damage Nowcasting with Machine Learning and Data Augmentation. CoRR (2024)
Yuvraj Gupta, Zhewei Liu, Ali Mostafavi
Examining spatial and socioeconomic disparities in internet resilience during extreme weather events: a case study of Hurricane Harvey and Winter Storm Uri. Urban Inform. 3 (1) (2024)
Zhimeng Jiang, Xiaotian Han, Chao Fan, Zirui Liu, Na Zou, Ali Mostafavi, Xia Hu
Chasing Fairness in Graphs: A GNN Architecture Perspective. AAAI (2024)
Xiangpeng Li, Ali Mostafavi
Machine Learning-based Approach for Ex-post Assessment of Community Risk and Resilience Based on Coupled Human-infrastructure Systems Performance. CoRR (2024)
Chenyue Liu, Chao Fan, Ali Mostafavi
Graph attention networks unveil determinants of intra- and inter-city health disparity. Urban Inform. 3 (1) (2024)
Chia-Wei Hsu, Chenyue Liu, Kiet Minh Nguyen, Yu-Heng Chien, Ali Mostafavi
Do human mobility network analyses produced from different location-based data sources yield similar results across scales? Comput. Environ. Urban Syst. 107 (2024)
Zhewei Liu, Tyler Felton, Ali Mostafavi
Interpretable machine learning for predicting urban flash flood hotspots using intertwined land and built-environment features. Comput. Environ. Urban Syst. 110 (2024)
Bo Li, Ali Mostafavi
Beyond Quantities: Machine Learning-based Characterization of Inequality in Infrastructure Quality Provision in Cities. CoRR (2024)
Junwei Ma, Ali Mostafavi
Decoding the Pulse of Community during Disasters: Resilience Analysis Based on Fluctuations in Latent Lifestyle Signatures within Human Visitation Networks. CoRR (2024)
Miguel Esparza, Hamed Farahmand, Xueming Liu, Ali Mostafavi
Enhancing inundation monitoring of road networks using crowdsourced flood reports. Urban Inform. 3 (1) (2024)
Chenyue Liu, Ali Mostafavi
FloodGenome: Interpretable Machine Learning for Decoding Features Shaping Property Flood Risk Predisposition in Cities. CoRR (2024)
Zhewei Liu, Kai Yin, Ali Mostafavi
Rethinking Urban Flood Risk Assessment By Adapting Health Domain Perspective. CoRR (2024)
Flavia Ioana Patrascu, Ali Mostafavi
Population Activity Recovery: Milestones Unfolding, Temporal Interdependencies, and Relationship with Physical and Social Vulnerability. CoRR (2024)
Yongsheng Yang, Huan Liu, Ali Mostafavi, Hirokazu Tatano
Review on modeling the societal impact of infrastructure disruptions due to disasters. CoRR (2024)
Yu-Hsuan Ho, Longxiang Li, Ali Mostafavi
ELEV-VISION-SAM: Integrated Vision Language and Foundation Model for Automated Estimation of Building Lowest Floor Elevation. CoRR (2024)
Kai Yin, Chengkai Liu, Ali Mostafavi, Xia Hu
CrisisSense-LLM: Instruction Fine-Tuned Large Language Model for Multi-label Social Media Text Classification in Disaster Informatics. CoRR (2024)
Chao Fan, Jeffrey Xu, Barane Yoga Natarajan, Ali Mostafavi
Interpretable machine learning learns complex interactions of urban features to understand socio-economic inequality. Comput. Aided Civ. Infrastructure Eng. 38 (14) (2023)
Zhewei Liu, Lipai Huang, Chao Fan, Ali Mostafavi
FairMobi-Net: A Fairness-aware Deep Learning Model for Urban Mobility Flow Generation. CoRR (2023)
Zhewei Liu, Ali Mostafavi
Collision of Environmental Injustice and Sea Level Rise: Assessment of Risk Inequality in Flood-induced Pollutant Dispersion from Toxic Sites in Texas. CoRR (2023)
Yu-Hsuan Ho, Zhewei Liu, Cheng-Chun Lee, Ali Mostafavi
ML4EJ: Decoding the Role of Urban Features in Shaping Environmental Injustice Using Interpretable Machine Learning. CoRR (2023)
Shangjia Dong, Xinyu Gao, Ali Mostafavi, Jianxi Gao, Utkarsh Gangwal
Characterizing resilience of flood-disrupted dynamic transportation network through the lens of link reliability and stability. Reliab. Eng. Syst. Saf. 232 (2023)
Xiangpeng Li, Yuqin Jiang, Ali Mostafavi
AI-assisted Protective Action: Study of ChatGPT as an Information Source for a Population Facing Climate Hazards. CoRR (2023)
Kai Yin, Ali Mostafavi
Deep Learning-driven Community Resilience Rating based on Intertwined Socio-Technical Systems Features. CoRR (2023)
Xinke Huang, Yuqin Jiang, Ali Mostafavi
Emergence of Urban Heat Traps from the Intersection of Human Mobility and Heat Hazard Exposure in Cities. CoRR (2023)
Yu-Hsuan Ho, Cheng-Chun Lee, Nicholas D. Diaz, Samuel D. Brody, Ali Mostafavi
ELEV-VISION: Automated Lowest Floor Elevation Estimation from Segmenting Street View Images. CoRR (2023)
Zhimeng Jiang, Xiaotian Han, Chao Fan, Zirui Liu, Na Zou, Ali Mostafavi, Xia Hu
Chasing Fairness in Graphs: A GNN Architecture Perspective. CoRR (2023)
Bo Li, Ali Mostafavi
Unraveling Fundamental Properties of Power System Resilience Curves using Unsupervised Machine Learning. CoRR (2023)
Kai Yin, Ali Mostafavi
Unsupervised Graph Deep Learning Reveals Emergent Flood Risk Profile of Urban Areas. CoRR (2023)
Chenyue Liu, Ali Mostafavi
Decoding Urban-health Nexus: Interpretable Machine Learning Illuminates Cancer Prevalence based on Intertwined City Features. CoRR (2023)
Cheng-Chun Lee, Lipai Huang, Federico Antolini, Matthew Garcia, Andrew Juanb, Samuel D. Brody, Ali Mostafavi
MaxFloodCast: Ensemble Machine Learning Model for Predicting Peak Inundation Depth And Decoding Influencing Features. CoRR (2023)
Navjot Kaur, Cheng-Chun Lee, Ali Mostafavi, Ali Mahdavi-Amiri
Large-scale building damage assessment using a novel hierarchical transformer architecture on satellite images. Comput. Aided Civ. Infrastructure Eng. 38 (15) (2023)
Zhewei Liu, Tyler Felton, Ali Mostafavi
Identifying flash flood hotspots with explainable machine learning using urban features. UrbanAI@SIGSPATIAL (2023)
Amir Esmalian, Wanqiu Wang, Ali Mostafavi
Multi-agent modeling of hazard-household-infrastructure nexus for equitable resilience assessment. Comput. Aided Civ. Infrastructure Eng. 37 (12) (2022)
Akhil Anil Rajput, Ali Mostafavi
Latent Sub-structural Resilience Mechanisms in Temporal Human Mobility Networks during Urban Flooding. CoRR (2022)
Shangjia Dong, Amir Esmalian, Hamed Farahmand, Ali Mostafavi
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. 93 (2022)
Chia-Fu Liu, Ali Mostafavi
Network Diffusion Model Reveals Recovery Multipliers and Heterogeneous Spatial Effects in Post-Disaster Community Recovery. CoRR (2022)
Zhimeng Jiang, Xiaotian Han, Chao Fan, Fan Yang, Ali Mostafavi, Xia Hu
Generalized Demographic Parity for Group Fairness. ICLR (2022)
Benjamin A. Rachunok, Chao Fan, Ronald Lee, Roshanak Nateghi, Ali Mostafavi
Is the data suitable? The comparison of keyword versus location filters in crisis informatics using Twitter data. Int. J. Inf. Manag. Data Insights 2 (1) (2022)
Yuqin Jiang, Faxi Yuan, Hamed Farahmand, Kushal Acharya, Jingdi Zhang, Ali Mostafavi
Data-driven Tracking of the Bounce-back Path after Disasters: Critical Milestones of Population Activity Recovery and Their Spatial Inequality. CoRR (2022)
Navjot Kaur, Cheng-Chun Lee, Ali Mostafavi, Ali Mahdavi-Amiri
DAHiTrA: Damage Assessment Using a Novel Hierarchical Transformer Architecture. CoRR (2022)
Zhimeng Jiang, Xiaotian Han, Chao Fan, Zirui Liu, Na Zou, Ali Mostafavi, Xia Hu
FMP: Toward Fair Graph Message Passing against Topology Bias. CoRR (2022)
Junwei Ma, Bo Li, Qingchun Li, Chao Fan, Ali Mostafavi
Attributed Network Embedding Model for Exposing COVID-19 Spread Trajectory Archetypes. CoRR (2022)
Cheng-Chun Lee, Siri Namburi, Xin Xiao, Ali Mostafavi
Homophilic and Heterophilic Characteristics Shaping Community Formation in Human Mobility Networks During Extreme Weather Response. CoRR (2022)
Ali Mostafavi, Ali Hamzeh
High-Dimensional Axis-Aligned Bounding Box with Outliers. CCCG (2022)
Chia-Wei Hsu, Chenyue Liu, Kiet Minh Nguyen, Yu-Heng Chien, Ali Mostafavi
Do Human Mobility Network Analyses Produced from Different Location-based Data Sources Yield Similar Results across Scales? CoRR (2022)
Chia-Fu Liu, Ali Mostafavi
Hazard Exposure Heterophily: A Latent Characteristic in Socio-Spatial Networks Influencing Community Resilience. CoRR (2022)
Bing Zhou, Lei Zou, Ali Mostafavi, Binbin Lin, Mingzheng Yang, Nasir G. Gharaibeh, Heng Cai, Joynal Abedin, Debayan Mandal
VictimFinder: Harvesting rescue requests in disaster response from social media with BERT. Comput. Environ. Urban Syst. 95 (2022)
Faxi Yuan, Yuanchang Xu, Qingchun Li, Ali Mostafavi
Spatio-temporal graph convolutional networks for road network inundation status prediction during urban flooding. Comput. Environ. Urban Syst. 97 (2022)
Hamed Farahmand, Xueming Liu, Shangjia Dong, Ali Mostafavi, Jianxi Gao
A Network Observability Framework for Sensor Placement in Flood Control Networks to Improve Flood Situational Awareness and Risk Management. Reliab. Eng. Syst. Saf. 221 (2022)
Cheng-Chun Lee, Tina Comes, Megan Finn, Ali Mostafavi
Roadmap Towards Responsible AI in Crisis Resilience Management. CoRR (2022)
Bo Li, Ali Mostafavi
Location Intelligence Reveals the Extent, Timing, and Spatial Variation of Hurricane Preparedness. CoRR (2022)
Faxi Yuan, Yang Yang, Qingchun Li, Ali Mostafavi
Unraveling the Temporal Importance of Community-Scale Human Activity Features for Rapid Assessment of Flood Impacts. IEEE Access 10 (2022)
Chenyue Liu, Chao Fan, Ali Mostafavi
Graph Attention Networks Unveil Determinants of Intra- and Inter-city Health Disparity. CoRR (2022)
Saleh Afroogh, Amir Esmalian, Ali Mostafavi, Ali Akbari, Kambiz Rasoulkhani, Shahriar Esmaeili, Ehsan Hajiramezanali
Tracing app technology: an ethical review in the COVID-19 era and directions for post-COVID-19. Ethics Inf. Technol. 24 (3) (2022)
Junwei Ma, Bo Li, Ali Mostafavi
Characterizing Urban Lifestyle Signatures Using Motif Properties in Network of Places. CoRR (2022)
Cheng-Chun Lee, Akhil Rajput, Chia-Wei Hsu, Chao Fan, Faxi Yuan, Shangjia Dong, Amir Esmalian, Hamed Farahmand, Flavia Ioana Patrascu, Chia-Fu Liu, Bo Li, Junwei Ma, Ali Mostafavi
Quantitative Measures for Integrating Resilience into Transportation Planning Practice: Study in Texas. CoRR (2022)
Miguel Esparza, Hamed Farahmand, Samuel D. Brody, Ali Mostafavi
Examining Data Imbalance in Crowdsourced Reports for Improving Flash Flood Situational Awareness. CoRR (2022)
Binbin Lin, Lei Zou, Nick Duffield, Ali Mostafavi, Heng Cai, Bing Zhou, Jian Tao, Mingzheng Yang, Debayan Mandal, Joynal Abedin
Revealing the linguistic and geographical disparities of public awareness to Covid-19 outbreak through social media. Int. J. Digit. Earth 15 (1) (2022)
Fangsheng Wu, Mengnan Du, Chao Fan, Ruixiang Tang, Yang Yang, Ali Mostafavi, Xia Hu
Understanding Social Biases Behind Location Names in Contextual Word Embedding Models. IEEE Trans. Comput. Soc. Syst. 9 (2) (2022)
Shangjia Dong, Tianbo Yu, Hamed Farahmand, Ali Mostafavi
A hybrid deep learning model for predictive flood warning and situation awareness using channel network sensors data. Comput. Aided Civ. Infrastructure Eng. 36 (4) (2021)
Chao Fan, Yang Yang, Ali Mostafavi
Neural Embeddings of Urban Big Data Reveal Emergent Structures in Cities. CoRR (2021)
Chao Fan, Sanghyeon Lee, Yang Yang, Bora Oztekin, Qingchun Li, Ali Mostafavi
Effects of population co-location reduction on cross-county transmission risk of COVID-19 in the United States. Appl. Netw. Sci. 6 (1) (2021)
Amir Esmalian, Wanqiu Wang, Ali Mostafavi
Multi-agent Modeling of Hazard-Household-Infrastructure Nexus for Equitable Resilience Assessment. CoRR (2021)
Chao Fan, Xiangqi Jiang, Ronald Lee, Ali Mostafavi
Data-driven Contact Network Models of COVID-19 Reveal Trade-offs between Costs and Infections for Optimal Local Containment Policies. CoRR (2021)
Chao Fan, Yucheng Jiang, Ali Mostafavi
The Role of Local Influential Users in Spread of Situational Crisis Information. J. Comput. Mediat. Commun. 26 (2) (2021)
Saleh Afroogh, Amir Esmalian, Ali Mostafavi, Ali Akbari, Kambiz Rasoulkhani, Shahriar Esmaeili, Ehsan Hajiramezanali
Tracing app technology: An ethical review in the COVID-19 era and directions for post-COVID-19. CoRR (2021)
Hamed Farahmand, Yuanchang Xu, Ali Mostafavi
A Spatial-temporal Graph Deep Learning Model for Urban Flood Nowcasting Leveraging Heterogeneous Community Features. CoRR (2021)
Binbin Lin, Lei Zou, Nick Duffield, Ali Mostafavi, Heng Cai, Bing Zhou, Jian Tao, Mingzheng Yang, Debayan Mandal, Joynal Abedin
Revealing the Global Linguistic and Geographical Disparities of Public Awareness to Covid-19 Outbreak through Social Media. CoRR (2021)
Chao Fan, Cheng Zhang, Alex Yahja, Ali Mostafavi
Disaster City Digital Twin: A vision for integrating artificial and human intelligence for disaster management. Int. J. Inf. Manag. 56 (2021)
Qingchun Li, Zhiyuan Tang, Natalie Coleman, Ali Mostafavi
Detecting Early-Warning Signals in Time Series of Visits to Points of Interest to Examine Population Response to COVID-19 Pandemic. IEEE Access 9 (2021)
Hamed Farahmand, Shangjia Dong, Ali Mostafavi
Network analysis and characterization of vulnerability in flood control infrastructure for system-level risk reduction. Comput. Environ. Urban Syst. 89 (2021)
Faxi Yuan, William Mobley, Hamed Farahmand, Yuanchang Xu, Russell Blessing, Ali Mostafavi, Samuel D. Brody
Predicting Road Flooding Risk with Machine Learning Approaches Using Crowdsourced Reports and Fine-grained Traffic Data. CoRR (2021)
Akhil Anil Rajput, Qingchun Li, Xinyu Gao, Ali Mostafavi
Revealing Critical Characteristics of Mobility Patterns in New York City during the Onset of COVID-19 Pandemic. CoRR (2021)
Faxi Yuan, Yang Yang, Qingchun Li, Ali Mostafavi
Unraveling the Temporal Importance of Community-scale Human Activity Features for Rapid Assessment of Flood Impacts. CoRR (2021)
Faxi Yuan, Amir Esmalian, Bora Oztekin, Ali Mostafavi
Unveiling Spatial Patterns of Disaster Impacts and Recovery Using Credit Card Transaction Variances. CoRR (2021)
Faxi Yuan, Yuanchang Xu, Qingchun Li, Ali Mostafavi
Spatio-Temporal Graph Convolutional Networks for Road Network Inundation Status Prediction during Urban Flooding. CoRR (2021)
Qingchun Li, Ali Mostafavi
Local interactions and homophily effects in actor collaboration networks for urban resilience governance. Appl. Netw. Sci. 6 (1) (2021)
Wenlin Yao, Cheng Zhang, Shiva Saravanan, Ruihong Huang, Ali Mostafavi
Weakly-supervised Fine-grained Event Recognition on Social Media Texts for Disaster Management. CoRR (2020)
Shangjia Dong, Amir Esmalian, Hamed Farahmand, Ali Mostafavi
An integrated physical-social analysis of disrupted access to critical facilities and community service-loss tolerance in urban flooding. Comput. Environ. Urban Syst. 80 (2020)
Kambiz Rasoulkhani, Ali Mostafavi, Maria E. Presa Reyes, Mostafa Batouli
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. 125 (2020)
Chao Fan, Fangsheng Wu, Ali Mostafavi
A Hybrid Machine Learning Pipeline for Automated Mapping of Events and Locations From Social Media in Disasters. IEEE Access 8 (2020)
Chao Fan, Jiayi Shen, Ali Mostafavi, Xia Hu
Characterizing reticulation in online social networks during disasters. Appl. Netw. Sci. 5 (1) (2020)
Chao Fan, Xiangqi Jiang, Ali Mostafavi
Adaptive Reinforcement Learning Model for Simulation of Urban Mobility during Crises. CoRR (2020)
Yang Yang, Cheng Zhang, Chao Fan, Ali Mostafavi, Xia Hu
Towards Fairness-Aware Disaster Informatics: an Interdisciplinary Perspective. IEEE Access 8 (2020)
Chao Fan, Hamed Farahmend, Ali Mostafavi
Rethinking Infrastructure Resilience Assessment with Human Sentiment Reactions on Social Media in Disasters. HICSS (2020)
Shangjia Dong, Tianbo Yu, Hamed Farahmand, Ali Mostafavi
A Hybrid Deep Learning Model for Predictive Flood Warning and Situation Awareness using Channel Network Sensors Data. CoRR (2020)
Ankit Ramchandani, Chao Fan, Ali Mostafavi
DeepCOVIDNet: An Interpretable Deep Learning Model for Predictive Surveillance of COVID-19 Using Heterogeneous Features and Their Interactions. IEEE Access 8 (2020)
Cheng Zhang, Wenlin Yao, Yang Yang, Ruihong Huang, Ali Mostafavi
Semiautomated social media analytics for sensing societal impacts due to community disruptions during disasters. Comput. Aided Civ. Infrastructure Eng. 35 (12) (2020)
Ankit Ramchandani, Chao Fan, Ali Mostafavi
DeepCOVIDNet: An Interpretable Deep Learning Model for Predictive Surveillance of COVID-19 Using Heterogeneous Features and their Interactions. CoRR (2020)
Shangjia Dong, Tianbo Yu, Hamed Farahmand, Ali Mostafavi
Bayesian modeling of flood control networks for failure cascade characterization and vulnerability assessment. Comput. Aided Civ. Infrastructure Eng. 35 (7) (2020)
Cristian Podesta, Natalie Coleman, Amir Esmalian, Faxi Yuan, Ali Mostafavi
Quantifying Community Resilience Based on Fluctuations in Visits to Point-of-Interest from Digital Trace Data. CoRR (2020)
Chao Fan, Xiangqi Jiang, Ali Mostafavi
A Network Percolation-based Contagion Model of Flood Propagation and Recession in Urban Road Networks. CoRR (2020)
Wenlin Yao, Cheng Zhang, Shiva Saravanan, Ruihong Huang, Ali Mostafavi
Weakly-Supervised Fine-Grained Event Recognition on Social Media Texts for Disaster Management. AAAI (2020)
Chao Fan, Ali Mostafavi
Metanetwork Framework for Performance Analysis of Disaster Management System-of-Systems. IEEE Syst. J. 14 (1) (2020)
Chao Fan, Miguel Esparza, Jennifer Dargin, Fangsheng Wu, Bora Oztekin, Ali Mostafavi
Spatial biases in crowdsourced data: Social media content attention concentrates on populous areas in disasters. Comput. Environ. Urban Syst. 83 (2020)
Chao Fan, Ali Mostafavi, Wenlin Yao, Ruihong Huang
A Graph-based Approach for Detecting Critical Infrastructure Disruptions on Social Media in Disasters. HICSS (2019)
Chao Fan, Ali Mostafavi
A graph-based method for social sensing of infrastructure disruptions in disasters. Comput. Aided Civ. Infrastructure Eng. 34 (12) (2019)
Triana Carmenate, Md. Mahbubur Rahman, Diana Leante, Leonardo Bobadilla, Ali Mostafavi
Modeling and Analyzing Occupant Behaviors in Building Energy Analysis Using a State Space Approach and Non-Invasive Sensing. Int. J. Next Gener. Comput. 10 (2) (2019)
Cheng Zhang, Chao Fan, Wenlin Yao, Xia Hu, Ali Mostafavi
Social media for intelligent public information and warning in disasters: An interdisciplinary review. Int. J. Inf. Manag. 49 (2019)
Md. Mahbubur Rahman, Leonardo Bobadilla, Ali Mostafavi, Triana Carmenate, Sebastián A. Zanlongo
An Automated Methodology for Worker Path Generation and Safety Assessment in Construction Projects. IEEE Trans Autom. Sci. Eng. 15 (2) (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ali Mostafavi