Ali Mostafavi - RankMe

159 papers A* 4Misc 4Journal 137Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CrisiSense-RAG: Crisis Sensing Multimodal Retrieval-Augmented Generation for Rapid Disaster Impact Assessment. CoRR Yiming Xiao, Kai Yin, Ali Mostafavi
2026	J	`jnl`	DisastQA: A Comprehensive Benchmark for Evaluating Question Answering in Disaster Management. CoRR Zhitong Chen, Kai Yin, Xiangjue Dong, Chengkai Liu, Xiangpeng Li, Yiming Xiao, Bo Li, Junwei Ma, Ali Mostafavi, James Caverlee
2026	J	`jnl`	R2RAG-Flood: A reasoning-reinforced training-free retrieval augmentation generation framework for flood damage nowcasting. CoRR Lipai Huang, Kai Yin, Chia-Fu Liu, Ali Mostafavi
2026	J	`jnl`	Roadmap Toward Responsible AI in Crisis Resilience and Management. IEEE Access Cheng-Chun Lee, Tina Comes, Megan Finn, Hongrak Pak, Chia-Wei Hsu, Ali Mostafavi
2025	J	`jnl`	A Parametric Framework for Anticipatory Flashflood Warning: Integrating Landscape Vulnerability with Precipitation Forecasts. CoRR Xiangpeng Li, Junwei Ma, Samuel D. Brody, Ali Mostafavi
2025	J	`jnl`	AI Meets Natural Hazard Risk: A Nationwide Vulnerability Assessment of Data Centers to Natural Hazards and Power Outages. CoRR Miguel Esparza, Bo Li, Junwei Ma, Ali Mostafavi
2025	J	`jnl`	Anatomy of a Historic Blackout: Decoding Spatiotemporal Dynamics of Power Outages and Disparities During Hurricane Beryl. CoRR Xiangpeng Li, Junwei Ma, Ali Mostafavi
2025	J	`jnl`	Attributed network embedding model for exposing COVID-19 spread trajectory archetypes. Int. J. Data Sci. Anal. Junwei Ma, Bo Li, Qingchun Li, Chao Fan, Ali Mostafavi
2025	J	`jnl`	Automated Wildfire Damage Assessment from Multi view Ground level Imagery Via Vision Language Models. CoRR Miguel Esparza, Archit Gupta, Ali Mostafavi, Kai Yin, Yiming Xiao
2025	J	`jnl`	DMRetriever: A Family of Models for Improved Text Retrieval in Disaster Management. CoRR Kai Yin, Xiangjue Dong, Chengkai Liu, Allen Lin, Lingfeng Shi, Ali Mostafavi, James Caverlee
2025	J	`jnl`	DamageCAT: A Deep Learning Transformer Framework for Typology-Based Post-Disaster Building Damage Categorization. CoRR Yiming Xiao, Ali Mostafavi
2025	—	`conf`	DisastIR: A Comprehensive Information Retrieval Benchmark for Disaster Management. EMNLP (Findings) Kai Yin, Xiangjue Dong, Chengkai Liu, Lipai Huang, Yiming Xiao, Zhewei Liu, Ali Mostafavi, James Caverlee
2025	J	`jnl`	DisastIR: A Comprehensive Information Retrieval Benchmark for Disaster Management. CoRR Kai Yin, Xiangjue Dong, Chengkai Liu, Lipai Huang, Yiming Xiao, Zhewei Liu, Ali Mostafavi, James Caverlee
2025	J	`jnl`	Disaster Management in the Era of Agentic AI Systems: A Vision for Collective Human-Machine Intelligence for Augmented Resilience. CoRR Bo Li, Junwei Ma, Kai Yin, Yiming Xiao, Chia-Wei Hsu, Ali Mostafavi
2025	J	`jnl`	Estimating Deprivation Cost Functions for Power Outages During Disasters: A Discrete Choice Modeling Approach. CoRR Xiangpeng Li, Mona Ahmadiani, Richard Woodward, Bo Li, Arnold Vedlitz, Ali Mostafavi
2025	J	`jnl`	Flood-DamageSense: Multimodal Mamba with Multitask Learning for Building Flood Damage Assessment using SAR Remote Sensing Imagery. CoRR Yu-Hsuan Ho, Ali Mostafavi
2025	J	`jnl`	FloodSQL-Bench: A Retrieval-Augmented Benchmark for Geospatially-Grounded Text-to-SQL. CoRR Hanzhou Liu, Kai Yin, Zhitong Chen, Chenyue Liu, Ali Mostafavi
2025	J	`jnl`	GraphFire-X: Physics-Informed Graph Attention Networks and Structural Gradient Boosting for Building-Scale Wildfire Preparedness at the Wildland-Urban Interface. CoRR Miguel Esparza, Vamshi Battal, Ali Mostafavi
2025	J	`jnl`	High-resolution flood probability mapping using generative machine learning with large-scale synthetic precipitation and inundation data. Comput. Aided Civ. Infrastructure Eng. Lipai Huang, Federico Antolini, Ali Mostafavi, Russell Blessing, Matthew Garcia, Samuel D. Brody
2025	J	`jnl`	Incorporating environmental considerations into infrastructure inequality evaluation using interpretable machine learning. Comput. Environ. Urban Syst. Bo Li, Ali Mostafavi
2025	J	`jnl`	Integrated vision language and foundation model for automated estimation of building lowest floor elevation. Comput. Aided Civ. Infrastructure Eng. Yu-Hsuan Ho, Longxiang Li, Ali Mostafavi
2025	J	`jnl`	MOOSE-based finite element framework for mass-conserving two-phase flow simulations on adaptive grids using the diffuse interface approach and a Lagrange multiplier. J. Comput. Phys. Ali Mostafavi, Mohammadmahdi Ranjbar, Vitaliy Yurkiv, Alexander L. Yarin, Farzad Mashayek
2025	J	`jnl`	Multimodal Mamba with multitask learning for building flood damage assessment using synthetic aperture radar remote sensing imagery. Comput. Aided Civ. Infrastructure Eng. Yu-Hsuan Ho, Ali Mostafavi
2025	J	`jnl`	Network dynamics of community resilience and recovery: new frontier in disaster research. CoRR Chia-Fu Liu, Ali Mostafavi
2025	J	`jnl`	Quantifying Functional Criticality of Lifelines Through Mobility-Derived Population-Facility Dependence for Human-Centered Resilience. CoRR Junwei Ma, Bo Li, Xiangpeng Li, Chenyue Liu, Ali Mostafavi
2025	J	`jnl`	Quantifying the Social Costs of Power Outages and Restoration Disparities Across Four U.S. Hurricanes. CoRR Xiangpeng Li, Junwei Ma, Bo Li, Ali Mostafavi
2025	J	`jnl`	Recov-Vision: Linking Street View Imagery and Vision-Language Models for Post-Disaster Recovery. CoRR Yiming Xiao, Archit Gupta, Miguel Esparza, Yu-Hsuan Ho, Antonia Sebastian, Hannah Weas, Rose Houck, Ali Mostafavi
2025	J	`jnl`	Review on modeling the societal impact of infrastructure disruptions due to disasters. Reliab. Eng. Syst. Saf. Yongsheng Yang, Huan Liu, Ali Mostafavi, Hirokazu Tatano
2025	J	`jnl`	Situational Awareness as the Imperative Capability for Disaster Resilience in the Era of Complex Hazards and Artificial Intelligence. CoRR Hongrak Pak, Ali Mostafavi
2025	J	`jnl`	WildfireGenome: Interpretable Machine Learning Reveals Local Drivers of Wildfire Risk and Their Cross-County Variation. CoRR Chenyue Liu, Ali Mostafavi
2024	J	`jnl`	A System for Critical Facility and Resource Optimization in Disaster Management and Planning. CoRR Emmanuel Tung, Ali Mostafavi, Maoxu Li, Sophie Li, Zeeshan Rasheed, Khurram Shafique
2024	J	`jnl`	Beyond Quantities: Machine Learning-based Characterization of Inequality in Infrastructure Quality Provision in Cities. CoRR Bo Li, Ali Mostafavi
2024	A*	`conf`	Chasing Fairness in Graphs: A GNN Architecture Perspective. AAAI Zhimeng Jiang, Xiaotian Han, Chao Fan, Zirui Liu, Na Zou, Ali Mostafavi, Xia Hu
2024	J	`jnl`	CrisisSense-LLM: Instruction Fine-Tuned Large Language Model for Multi-label Social Media Text Classification in Disaster Informatics. CoRR Kai Yin, Chengkai Liu, Ali Mostafavi, Xia Hu
2024	J	`jnl`	Decoding the Pulse of Community during Disasters: Resilience Analysis Based on Fluctuations in Latent Lifestyle Signatures within Human Visitation Networks. CoRR Junwei Ma, Ali Mostafavi
2024	J	`jnl`	Do human mobility network analyses produced from different location-based data sources yield similar results across scales? Comput. Environ. Urban Syst. Chia-Wei Hsu, Chenyue Liu, Kiet Minh Nguyen, Yu-Heng Chien, Ali Mostafavi
2024	J	`jnl`	Dynamics of Collective Information Processing for Risk Encoding in Social Networks during Crises. CoRR Chao Fan, Fangsheng Wu, Ali Mostafavi
2024	J	`jnl`	Dynamics of Post-disaster Recovery in Behavior-dependent Business Networks. CoRR Chia-Fu Liu, Chia-Wei Hsu, Ali Mostafavi
2024	J	`jnl`	ELEV-VISION-SAM: Integrated Vision Language and Foundation Model for Automated Estimation of Building Lowest Floor Elevation. CoRR Yu-Hsuan Ho, Longxiang Li, Ali Mostafavi
2024	J	`jnl`	ELEV-VISION: Automated Lowest Floor Elevation Estimation from Segmenting Street View Images. ACM J. Comput. Sustain. Soc. Yu-Hsuan Ho, Cheng-Chun Lee, Nicholas D. Diaz, Samuel D. Brody, Ali Mostafavi
2024	J	`jnl`	Embedded Ethics for Responsible Artificial Intelligence Systems (EE-RAIS) in disaster management: a conceptual model and its deployment. AI Ethics Saleh Afroogh, Ali Mostafavi, Ali Akbari, Yasser Pouresmaeil, Sajedeh Goudarzi, Faegheh Hajhosseini, Kambiz Rasoulkhani
2024	J	`jnl`	Enhancing inundation monitoring of road networks using crowdsourced flood reports. Urban Inform. Miguel Esparza, Hamed Farahmand, Xueming Liu, Ali Mostafavi
2024	J	`jnl`	Establishing Nationwide Power System Vulnerability Index across US Counties Using Interpretable Machine Learning. CoRR Junwei Ma, Bo Li, Olufemi A. Omitaomu, Ali Mostafavi
2024	J	`jnl`	Examining spatial and socioeconomic disparities in internet resilience during extreme weather events: a case study of Hurricane Harvey and Winter Storm Uri. Urban Inform. Yuvraj Gupta, Zhewei Liu, Ali Mostafavi
2024	J	`jnl`	FloodDamageCast: Building Flood Damage Nowcasting with Machine Learning and Data Augmentation. CoRR Chia-Fu Liu, Lipai Huang, Kai Yin, Samuel D. Brody, Ali Mostafavi
2024	J	`jnl`	FloodGenome: Interpretable Machine Learning for Decoding Features Shaping Property Flood Risk Predisposition in Cities. CoRR Chenyue Liu, Ali Mostafavi
2024	J	`jnl`	Graph attention networks unveil determinants of intra- and inter-city health disparity. Urban Inform. Chenyue Liu, Chao Fan, Ali Mostafavi
2024	J	`jnl`	High-Resolution Flood Probability Mapping Using Generative Machine Learning with Large-Scale Synthetic Precipitation and Inundation Data. CoRR Lipai Huang, Federico Antolini, Ali Mostafavi, Russell Blessing, Matthew Garcia, Samuel D. Brody
2024	J	`jnl`	Intelligent Environmental Empathy (IEE): A new power and platform to fostering green obligation for climate peace and justice. CoRR Saleh Afroogh, Ali Mostafavi
2024	J	`jnl`	Interpretable machine learning for predicting urban flash flood hotspots using intertwined land and built-environment features. Comput. Environ. Urban Syst. Zhewei Liu, Tyler Felton, Ali Mostafavi
2024	J	`jnl`	Machine Learning-based Approach for Ex-post Assessment of Community Risk and Resilience Based on Coupled Human-infrastructure Systems Performance. CoRR Xiangpeng Li, Ali Mostafavi
2024	J	`jnl`	Population Activity Recovery: Milestones Unfolding, Temporal Interdependencies, and Relationship with Physical and Social Vulnerability. CoRR Flavia Ioana Patrascu, Ali Mostafavi
2024	—	`ed.`	Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Advances in Urban-AI, UrbanAI 2024, Atlanta, GA, USA, 29 October 2024 - 1 November 2024 UrbanAI@SIGSPATIAL Olufemi A. Omitaomu, Ali Mostafavi, Sukanya Randhawa, Haoran Niu
2024	J	`jnl`	Rethinking Urban Flood Risk Assessment By Adapting Health Domain Perspective. CoRR Zhewei Liu, Kai Yin, Ali Mostafavi
2024	J	`jnl`	Review on modeling the societal impact of infrastructure disruptions due to disasters. CoRR Yongsheng Yang, Huan Liu, Ali Mostafavi, Hirokazu Tatano
2024	J	`jnl`	Urban-AI 2024 Workshop Report: The 2nd ACM SIGSPATIAL International Workshop on Advances in Urban-AI (Urban-AI 2024). ACM SIGSPATIAL Special Olufemi A. Omitaomu, Ali Mostafavi, Sukanya Randhawa, Haoran Niu
2023	J	`jnl`	AI-assisted Protective Action: Study of ChatGPT as an Information Source for a Population Facing Climate Hazards. CoRR Xiangpeng Li, Yuqin Jiang, Ali Mostafavi
2023	J	`jnl`	Characterizing resilience of flood-disrupted dynamic transportation network through the lens of link reliability and stability. Reliab. Eng. Syst. Saf. Shangjia Dong, Xinyu Gao, Ali Mostafavi, Jianxi Gao, Utkarsh Gangwal
2023	J	`jnl`	Chasing Fairness in Graphs: A GNN Architecture Perspective. CoRR Zhimeng Jiang, Xiaotian Han, Chao Fan, Zirui Liu, Na Zou, Ali Mostafavi, Xia Hu
2023	J	`jnl`	Collision of Environmental Injustice and Sea Level Rise: Assessment of Risk Inequality in Flood-induced Pollutant Dispersion from Toxic Sites in Texas. CoRR Zhewei Liu, Ali Mostafavi
2023	J	`jnl`	Decoding Urban-health Nexus: Interpretable Machine Learning Illuminates Cancer Prevalence based on Intertwined City Features. CoRR Chenyue Liu, Ali Mostafavi
2023	J	`jnl`	Deep Learning-driven Community Resilience Rating based on Intertwined Socio-Technical Systems Features. CoRR Kai Yin, Ali Mostafavi
2023	J	`jnl`	ELEV-VISION: Automated Lowest Floor Elevation Estimation from Segmenting Street View Images. CoRR Yu-Hsuan Ho, Cheng-Chun Lee, Nicholas D. Diaz, Samuel D. Brody, Ali Mostafavi
2023	J	`jnl`	Emergence of Urban Heat Traps from the Intersection of Human Mobility and Heat Hazard Exposure in Cities. CoRR Xinke Huang, Yuqin Jiang, Ali Mostafavi
2023	J	`jnl`	FairMobi-Net: A Fairness-aware Deep Learning Model for Urban Mobility Flow Generation. CoRR Zhewei Liu, Lipai Huang, Chao Fan, Ali Mostafavi
2023	—	`conf`	Identifying flash flood hotspots with explainable machine learning using urban features. UrbanAI@SIGSPATIAL Zhewei Liu, Tyler Felton, Ali Mostafavi
2023	J	`jnl`	Interpretable machine learning learns complex interactions of urban features to understand socio-economic inequality. Comput. Aided Civ. Infrastructure Eng. Chao Fan, Jeffrey Xu, Barane Yoga Natarajan, Ali Mostafavi
2023	J	`jnl`	Large-scale building damage assessment using a novel hierarchical transformer architecture on satellite images. Comput. Aided Civ. Infrastructure Eng. Navjot Kaur, Cheng-Chun Lee, Ali Mostafavi, Ali Mahdavi-Amiri
2023	J	`jnl`	ML4EJ: Decoding the Role of Urban Features in Shaping Environmental Injustice Using Interpretable Machine Learning. CoRR Yu-Hsuan Ho, Zhewei Liu, Cheng-Chun Lee, Ali Mostafavi
2023	J	`jnl`	MaxFloodCast: Ensemble Machine Learning Model for Predicting Peak Inundation Depth And Decoding Influencing Features. CoRR Cheng-Chun Lee, Lipai Huang, Federico Antolini, Matthew Garcia, Andrew Juanb, Samuel D. Brody, Ali Mostafavi
2023	J	`jnl`	Unraveling Fundamental Properties of Power System Resilience Curves using Unsupervised Machine Learning. CoRR Bo Li, Ali Mostafavi
2023	J	`jnl`	Unsupervised Graph Deep Learning Reveals Emergent Flood Risk Profile of Urban Areas. CoRR Kai Yin, Ali Mostafavi
2022	J	`jnl`	A Network Observability Framework for Sensor Placement in Flood Control Networks to Improve Flood Situational Awareness and Risk Management. Reliab. Eng. Syst. Saf. Hamed Farahmand, Xueming Liu, Shangjia Dong, Ali Mostafavi, Jianxi Gao
2022	J	`jnl`	Attributed Network Embedding Model for Exposing COVID-19 Spread Trajectory Archetypes. CoRR Junwei Ma, Bo Li, Qingchun Li, Chao Fan, Ali Mostafavi
2022	J	`jnl`	Characterizing Urban Lifestyle Signatures Using Motif Properties in Network of Places. CoRR Junwei Ma, Bo Li, Ali Mostafavi
2022	J	`jnl`	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. Shangjia Dong, Amir Esmalian, Hamed Farahmand, Ali Mostafavi
2022	J	`jnl`	DAHiTrA: Damage Assessment Using a Novel Hierarchical Transformer Architecture. CoRR Navjot Kaur, Cheng-Chun Lee, Ali Mostafavi, Ali Mahdavi-Amiri
2022	J	`jnl`	Data-driven Tracking of the Bounce-back Path after Disasters: Critical Milestones of Population Activity Recovery and Their Spatial Inequality. CoRR Yuqin Jiang, Faxi Yuan, Hamed Farahmand, Kushal Acharya, Jingdi Zhang, Ali Mostafavi
2022	J	`jnl`	Do Human Mobility Network Analyses Produced from Different Location-based Data Sources Yield Similar Results across Scales? CoRR Chia-Wei Hsu, Chenyue Liu, Kiet Minh Nguyen, Yu-Heng Chien, Ali Mostafavi
2022	J	`jnl`	Examining Data Imbalance in Crowdsourced Reports for Improving Flash Flood Situational Awareness. CoRR Miguel Esparza, Hamed Farahmand, Samuel D. Brody, Ali Mostafavi
2022	J	`jnl`	FMP: Toward Fair Graph Message Passing against Topology Bias. CoRR Zhimeng Jiang, Xiaotian Han, Chao Fan, Zirui Liu, Na Zou, Ali Mostafavi, Xia Hu
2022	A*	`conf`	Generalized Demographic Parity for Group Fairness. ICLR Zhimeng Jiang, Xiaotian Han, Chao Fan, Fan Yang, Ali Mostafavi, Xia Hu
2022	J	`jnl`	Graph Attention Networks Unveil Determinants of Intra- and Inter-city Health Disparity. CoRR Chenyue Liu, Chao Fan, Ali Mostafavi
2022	J	`jnl`	Hazard Exposure Heterophily: A Latent Characteristic in Socio-Spatial Networks Influencing Community Resilience. CoRR Chia-Fu Liu, Ali Mostafavi
2022	—	`conf`	High-Dimensional Axis-Aligned Bounding Box with Outliers. CCCG Ali Mostafavi, Ali Hamzeh
2022	J	`jnl`	Homophilic and Heterophilic Characteristics Shaping Community Formation in Human Mobility Networks During Extreme Weather Response. CoRR Cheng-Chun Lee, Siri Namburi, Xin Xiao, Ali Mostafavi
2022	J	`jnl`	Is the data suitable? The comparison of keyword versus location filters in crisis informatics using Twitter data. Int. J. Inf. Manag. Data Insights Benjamin A. Rachunok, Chao Fan, Ronald Lee, Roshanak Nateghi, Ali Mostafavi
2022	J	`jnl`	Latent Sub-structural Resilience Mechanisms in Temporal Human Mobility Networks during Urban Flooding. CoRR Akhil Anil Rajput, Ali Mostafavi
2022	J	`jnl`	Location Intelligence Reveals the Extent, Timing, and Spatial Variation of Hurricane Preparedness. CoRR Bo Li, Ali Mostafavi
2022	J	`jnl`	Multi-agent modeling of hazard-household-infrastructure nexus for equitable resilience assessment. Comput. Aided Civ. Infrastructure Eng. Amir Esmalian, Wanqiu Wang, Ali Mostafavi
2022	J	`jnl`	Network Diffusion Model Reveals Recovery Multipliers and Heterogeneous Spatial Effects in Post-Disaster Community Recovery. CoRR Chia-Fu Liu, Ali Mostafavi
2022	J	`jnl`	Quantitative Measures for Integrating Resilience into Transportation Planning Practice: Study in Texas. CoRR 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
2022	J	`jnl`	Revealing the linguistic and geographical disparities of public awareness to Covid-19 outbreak through social media. Int. J. Digit. Earth Binbin Lin, Lei Zou, Nick Duffield, Ali Mostafavi, Heng Cai, Bing Zhou, Jian Tao, Mingzheng Yang, Debayan Mandal, Joynal Abedin
2022	J	`jnl`	Roadmap Towards Responsible AI in Crisis Resilience Management. CoRR Cheng-Chun Lee, Tina Comes, Megan Finn, Ali Mostafavi
2022	J	`jnl`	Spatio-temporal graph convolutional networks for road network inundation status prediction during urban flooding. Comput. Environ. Urban Syst. Faxi Yuan, Yuanchang Xu, Qingchun Li, Ali Mostafavi
2022	J	`jnl`	Tracing app technology: an ethical review in the COVID-19 era and directions for post-COVID-19. Ethics Inf. Technol. Saleh Afroogh, Amir Esmalian, Ali Mostafavi, Ali Akbari, Kambiz Rasoulkhani, Shahriar Esmaeili, Ehsan Hajiramezanali
2022	J	`jnl`	Understanding Social Biases Behind Location Names in Contextual Word Embedding Models. IEEE Trans. Comput. Soc. Syst. Fangsheng Wu, Mengnan Du, Chao Fan, Ruixiang Tang, Yang Yang, Ali Mostafavi, Xia Hu
2022	J	`jnl`	Unraveling the Temporal Importance of Community-Scale Human Activity Features for Rapid Assessment of Flood Impacts. IEEE Access Faxi Yuan, Yang Yang, Qingchun Li, Ali Mostafavi
2022	J	`jnl`	VictimFinder: Harvesting rescue requests in disaster response from social media with BERT. Comput. Environ. Urban Syst. Bing Zhou, Lei Zou, Ali Mostafavi, Binbin Lin, Mingzheng Yang, Nasir G. Gharaibeh, Heng Cai, Joynal Abedin, Debayan Mandal
2021	J	`jnl`	A Spatial-temporal Graph Deep Learning Model for Urban Flood Nowcasting Leveraging Heterogeneous Community Features. CoRR Hamed Farahmand, Yuanchang Xu, Ali Mostafavi
2021	J	`jnl`	A hybrid deep learning model for predictive flood warning and situation awareness using channel network sensors data. Comput. Aided Civ. Infrastructure Eng. Shangjia Dong, Tianbo Yu, Hamed Farahmand, Ali Mostafavi
2021	J	`jnl`	Data-driven Contact Network Models of COVID-19 Reveal Trade-offs between Costs and Infections for Optimal Local Containment Policies. CoRR Chao Fan, Xiangqi Jiang, Ronald Lee, Ali Mostafavi
2021	J	`jnl`	Detecting Early-Warning Signals in Time Series of Visits to Points of Interest to Examine Population Response to COVID-19 Pandemic. IEEE Access Qingchun Li, Zhiyuan Tang, Natalie Coleman, Ali Mostafavi
2021	J	`jnl`	Disaster City Digital Twin: A vision for integrating artificial and human intelligence for disaster management. Int. J. Inf. Manag. Chao Fan, Cheng Zhang, Alex Yahja, Ali Mostafavi
2021	J	`jnl`	Effects of population co-location reduction on cross-county transmission risk of COVID-19 in the United States. Appl. Netw. Sci. Chao Fan, Sanghyeon Lee, Yang Yang, Bora Oztekin, Qingchun Li, Ali Mostafavi
2021	J	`jnl`	Local interactions and homophily effects in actor collaboration networks for urban resilience governance. Appl. Netw. Sci. Qingchun Li, Ali Mostafavi
2021	J	`jnl`	Multi-agent Modeling of Hazard-Household-Infrastructure Nexus for Equitable Resilience Assessment. CoRR Amir Esmalian, Wanqiu Wang, Ali Mostafavi
2021	J	`jnl`	Network analysis and characterization of vulnerability in flood control infrastructure for system-level risk reduction. Comput. Environ. Urban Syst. Hamed Farahmand, Shangjia Dong, Ali Mostafavi
2021	J	`jnl`	Neural Embeddings of Urban Big Data Reveal Emergent Structures in Cities. CoRR Chao Fan, Yang Yang, Ali Mostafavi
2021	J	`jnl`	Predicting Road Flooding Risk with Machine Learning Approaches Using Crowdsourced Reports and Fine-grained Traffic Data. CoRR Faxi Yuan, William Mobley, Hamed Farahmand, Yuanchang Xu, Russell Blessing, Ali Mostafavi, Samuel D. Brody
2021	J	`jnl`	Revealing Critical Characteristics of Mobility Patterns in New York City during the Onset of COVID-19 Pandemic. CoRR Akhil Anil Rajput, Qingchun Li, Xinyu Gao, Ali Mostafavi
2021	J	`jnl`	Revealing the Global Linguistic and Geographical Disparities of Public Awareness to Covid-19 Outbreak through Social Media. CoRR Binbin Lin, Lei Zou, Nick Duffield, Ali Mostafavi, Heng Cai, Bing Zhou, Jian Tao, Mingzheng Yang, Debayan Mandal, Joynal Abedin
2021	J	`jnl`	Spatio-Temporal Graph Convolutional Networks for Road Network Inundation Status Prediction during Urban Flooding. CoRR Faxi Yuan, Yuanchang Xu, Qingchun Li, Ali Mostafavi
2021	J	`jnl`	The Role of Local Influential Users in Spread of Situational Crisis Information. J. Comput. Mediat. Commun. Chao Fan, Yucheng Jiang, Ali Mostafavi
2021	J	`jnl`	Tracing app technology: An ethical review in the COVID-19 era and directions for post-COVID-19. CoRR Saleh Afroogh, Amir Esmalian, Ali Mostafavi, Ali Akbari, Kambiz Rasoulkhani, Shahriar Esmaeili, Ehsan Hajiramezanali
2021	J	`jnl`	Unraveling the Temporal Importance of Community-scale Human Activity Features for Rapid Assessment of Flood Impacts. CoRR Faxi Yuan, Yang Yang, Qingchun Li, Ali Mostafavi
2021	J	`jnl`	Unveiling Spatial Patterns of Disaster Impacts and Recovery Using Credit Card Transaction Variances. CoRR Faxi Yuan, Amir Esmalian, Bora Oztekin, Ali Mostafavi
2020	J	`jnl`	A Hybrid Deep Learning Model for Predictive Flood Warning and Situation Awareness using Channel Network Sensors Data. CoRR Shangjia Dong, Tianbo Yu, Hamed Farahmand, Ali Mostafavi
2020	J	`jnl`	A Hybrid Machine Learning Pipeline for Automated Mapping of Events and Locations From Social Media in Disasters. IEEE Access Chao Fan, Fangsheng Wu, Ali Mostafavi
2020	J	`jnl`	A Network Percolation-based Contagion Model of Flood Propagation and Recession in Urban Road Networks. CoRR Chao Fan, Xiangqi Jiang, Ali Mostafavi
2020	J	`jnl`	Adaptive Reinforcement Learning Model for Simulation of Urban Mobility during Crises. CoRR Chao Fan, Xiangqi Jiang, Ali Mostafavi
2020	J	`jnl`	An integrated physical-social analysis of disrupted access to critical facilities and community service-loss tolerance in urban flooding. Comput. Environ. Urban Syst. Shangjia Dong, Amir Esmalian, Hamed Farahmand, Ali Mostafavi
2020	J	`jnl`	Bayesian modeling of flood control networks for failure cascade characterization and vulnerability assessment. Comput. Aided Civ. Infrastructure Eng. Shangjia Dong, Tianbo Yu, Hamed Farahmand, Ali Mostafavi
2020	J	`jnl`	Characterizing reticulation in online social networks during disasters. Appl. Netw. Sci. Chao Fan, Jiayi Shen, Ali Mostafavi, Xia Hu
2020	J	`jnl`	DeepCOVIDNet: An Interpretable Deep Learning Model for Predictive Surveillance of COVID-19 Using Heterogeneous Features and Their Interactions. IEEE Access Ankit Ramchandani, Chao Fan, Ali Mostafavi
2020	J	`jnl`	DeepCOVIDNet: An Interpretable Deep Learning Model for Predictive Surveillance of COVID-19 Using Heterogeneous Features and their Interactions. CoRR Ankit Ramchandani, Chao Fan, Ali Mostafavi
2020	J	`jnl`	Metanetwork Framework for Performance Analysis of Disaster Management System-of-Systems. IEEE Syst. J. Chao Fan, Ali Mostafavi
2020	J	`jnl`	Quantifying Community Resilience Based on Fluctuations in Visits to Point-of-Interest from Digital Trace Data. CoRR Cristian Podesta, Natalie Coleman, Amir Esmalian, Faxi Yuan, Ali Mostafavi
2020	J	`jnl`	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. Kambiz Rasoulkhani, Ali Mostafavi, Maria E. Presa Reyes, Mostafa Batouli
2020	—	`conf`	Rethinking Infrastructure Resilience Assessment with Human Sentiment Reactions on Social Media in Disasters. HICSS Chao Fan, Hamed Farahmend, Ali Mostafavi
2020	J	`jnl`	Semiautomated social media analytics for sensing societal impacts due to community disruptions during disasters. Comput. Aided Civ. Infrastructure Eng. Cheng Zhang, Wenlin Yao, Yang Yang, Ruihong Huang, Ali Mostafavi
2020	J	`jnl`	Spatial biases in crowdsourced data: Social media content attention concentrates on populous areas in disasters. Comput. Environ. Urban Syst. Chao Fan, Miguel Esparza, Jennifer Dargin, Fangsheng Wu, Bora Oztekin, Ali Mostafavi
2020	J	`jnl`	Towards Fairness-Aware Disaster Informatics: an Interdisciplinary Perspective. IEEE Access Yang Yang, Cheng Zhang, Chao Fan, Ali Mostafavi, Xia Hu
2020	A*	`conf`	Weakly-Supervised Fine-Grained Event Recognition on Social Media Texts for Disaster Management. AAAI Wenlin Yao, Cheng Zhang, Shiva Saravanan, Ruihong Huang, Ali Mostafavi
2020	J	`jnl`	Weakly-supervised Fine-grained Event Recognition on Social Media Texts for Disaster Management. CoRR Wenlin Yao, Cheng Zhang, Shiva Saravanan, Ruihong Huang, Ali Mostafavi
2019	—	`conf`	A Graph-based Approach for Detecting Critical Infrastructure Disruptions on Social Media in Disasters. HICSS Chao Fan, Ali Mostafavi, Wenlin Yao, Ruihong Huang
2019	J	`jnl`	A graph-based method for social sensing of infrastructure disruptions in disasters. Comput. Aided Civ. Infrastructure Eng. Chao Fan, Ali Mostafavi
2019	J	`jnl`	Modeling and Analyzing Occupant Behaviors in Building Energy Analysis Using a State Space Approach and Non-Invasive Sensing. Int. J. Next Gener. Comput. Triana Carmenate, Md. Mahbubur Rahman, Diana Leante, Leonardo Bobadilla, Ali Mostafavi
2019	J	`jnl`	Social media for intelligent public information and warning in disasters: An interdisciplinary review. Int. J. Inf. Manag. Cheng Zhang, Chao Fan, Wenlin Yao, Xia Hu, Ali Mostafavi
2018	—	`conf`	A System Analytics Framework for Detecting Infrastructure-Related Topics in Disasters Using Social Sensing. EG-ICE Chao Fan, Ali Mostafavi, Aayush Gupta, Cheng Zhang
2018	J	`jnl`	An Automated Methodology for Worker Path Generation and Safety Assessment in Construction Projects. IEEE Trans Autom. Sci. Eng. Md. Mahbubur Rahman, Leonardo Bobadilla, Ali Mostafavi, Triana Carmenate, Sebastián A. Zanlongo
2018	—	`conf`	Establishing a framework for disaster management system-of-systems. SysCon Ali Mostafavi, Chao Fan
2018	—	`conf`	Meta-Network Framework for Analyzing Disaster Management System-of-Systems. SoSE Chao Fan, Cheng Zhang, Ali Mostafavi
2018	J	`jnl`	Multiagent Simulation for Complex Adaptive Modeling of Road Infrastructure Resilience to Sea-Level Rise. Comput. Aided Civ. Infrastructure Eng. Mostafa Batouli, Ali Mostafavi
2018	J	`jnl`	Performance Assessment in Complex Engineering Projects Using a System-of-Systems Framework. IEEE Syst. J. Jin Zhu, Ali Mostafavi
2017	Misc	`conf`	Agent-based modeling framework for simulation of complex adaptive mechanisms underlying household water conservation technology adoption. WSC Kambiz Rasoulkhani, Brianne Logasa, Maria E. Presa Reyes, Ali Mostafavi
2017	Misc	`conf`	Characterization of the underlying mechanisms of vulnerability in complex projects using dynamic network simulation. WSC Jin Zhu, Ali Mostafavi
2017	J	`jnl`	Metanetwork Framework for Integrated Performance Assessment under Uncertainty in Construction Projects. J. Comput. Civ. Eng. Jin Zhu, Ali Mostafavi
2016	J	`jnl`	Agent-Based Simulation Model for Assessment of Financing Scenarios in Highway Transportation Infrastructure Systems. J. Comput. Civ. Eng. Ali Mostafavi, Dulcy M. Abraham, Daniel DeLaurentis, Joseph Sinfield, Amr Kandil, Cesar Queiroz
2015	A*	`conf`	A coupled discrete-event and motion planning methodology for automated safety assessment in construction projects. ICRA Md. Mahbubur Rahman, Triana Carmenate, Leonardo Bobadilla, Sebastián A. Zanlongo, Ali Mostafavi
2015	—	`conf`	Modeling and analyzing occupant behaviors in building energy analysis using an information space approach. CASE Triana Carmenate, Md. Mahbubur Rahman, Diana Leante, Leonardo Bobadilla, Ali Mostafavi
2014	Misc	`conf`	A hybrid simulation framework for integrated management of infrastructure networks. WSC Mostafa Batouli, Ali Mostafavi
2014	J	`jnl`	Ex-Ante Policy Analysis in Civil Infrastructure Systems. J. Comput. Civ. Eng. Ali Mostafavi, Dulcy M. Abraham, Daniel DeLaurentis
2014	—	`conf`	Ex-ante assessment of struck-by safety hazards in construction projects: A motion-planning approach. CASE Md. Mahbubur Rahman, Triana Carmenate, Leonardo Bobadilla, Ali Mostafavi
2014	Misc	`conf`	Integrated simulation approach for assessment of performance in construction projects: a system-of-systems framework. WSC Jin Zhu, Ali Mostafavi
2014	—	`conf`	Towards a new paradigm for management of complex engineering projects: A system-of-systems framework. SysCon Jin Zhu, Ali Mostafavi
2011	J	`jnl`	Exploring the Dimensions of Systems of Innovation Analysis: A System of Systems Framework. IEEE Syst. J. Ali Mostafavi, Dulcy M. Abraham, Daniel A. DeLaurentis, Joseph Sinfield
2009	—	`conf`	A VQ-Based Single-Channel Audio Separation for Music/Speech Mixtures. UKSim Meysam Asgari, Mahdi Fallah, Elahe Abouie Mehrizi, Ali Mostafavi
2009	—	`conf`	Novel Voice Activity Detection Based on Vector Quantization. UKSim Meysam Asgari, Abolghasem Sayyadiyan, Farhad Tehranipour, Ali Mostafavi