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2020 – today
- 2025
[j53]Yu-Hsuan Ho
, Longxiang Li, Ali Mostafavi:
Integrated vision language and foundation model for automated estimation of building lowest floor elevation. Comput. Aided Civ. Infrastructure Eng. 40(1): 75-90 (2025)- [j52]Junwei Ma, Bo Li, Qingchun Li, Chao Fan, Ali Mostafavi:
Attributed network embedding model for exposing COVID-19 spread trajectory archetypes. Int. J. Data Sci. Anal. 20(3): 2693-2710 (2025) - [j51]Ali Mostafavi, Mohammadmahdi Ranjbar, Vitaliy Yurkiv, Alexander L. Yarin, Farzad Mashayek:
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. 527: 113755 (2025) - [j50]Yongsheng Yang, Huan Liu, Ali Mostafavi, Hirokazu Tatano:
Review on modeling the societal impact of infrastructure disruptions due to disasters. Reliab. Eng. Syst. Saf. 257: 110879 (2025) - [j49]Bo Li, Ali Mostafavi:
Incorporating environmental considerations into infrastructure inequality evaluation using interpretable machine learning. Comput. Environ. Urban Syst. 120: 102301 (2025) - [i71]Xiangpeng Li, Junwei Ma, Ali Mostafavi:
Anatomy of a Historic Blackout: Decoding Spatiotemporal Dynamics of Power Outages and Disparities During Hurricane Beryl. CoRR abs/2501.10835 (2025) - [i70]Miguel Esparza, Bo Li, Junwei Ma, Ali Mostafavi:
AI Meets Natural Hazard Risk: A Nationwide Vulnerability Assessment of Data Centers to Natural Hazards and Power Outages. CoRR abs/2501.14760 (2025) - [i69]Chia-Fu Liu, Ali Mostafavi:
Network dynamics of community resilience and recovery: new frontier in disaster research. CoRR abs/2502.18730 (2025) - [i68]Yiming Xiao, Ali Mostafavi:
DamageCAT: A Deep Learning Transformer Framework for Typology-Based Post-Disaster Building Damage Categorization. CoRR abs/2504.11637 (2025) - [i67]Kai Yin, Xiangjue Dong, Chengkai Liu, Lipai Huang, Yiming Xiao, Zhewei Liu, Ali Mostafavi, James Caverlee:
DisastIR: A Comprehensive Information Retrieval Benchmark for Disaster Management. CoRR abs/2505.15856 (2025) - [i66]Yu-Hsuan Ho, Ali Mostafavi:
Flood-DamageSense: Multimodal Mamba with Multitask Learning for Building Flood Damage Assessment using SAR Remote Sensing Imagery. CoRR abs/2506.06667 (2025) - [i65]Xiangpeng Li, Mona Ahmadiani, Richard Woodward, Bo Li, Arnold Vedlitz, Ali Mostafavi:
Estimating Deprivation Cost Functions for Power Outages During Disasters: A Discrete Choice Modeling Approach. CoRR abs/2506.16993 (2025) - [i64]Hongrak Pak, Ali Mostafavi:
Situational Awareness as the Imperative Capability for Disaster Resilience in the Era of Complex Hazards and Artificial Intelligence. CoRR abs/2508.16669 (2025) - [i63]Miguel Esparza, Archit Gupta, Ali Mostafavi, Kai Yin, Yiming Xiao:
Automated Wildfire Damage Assessment from Multi view Ground level Imagery Via Vision Language Models. CoRR abs/2509.01895 (2025) - [i62]Xiangpeng Li, Junwei Ma, Bo Li, Ali Mostafavi:
Quantifying the Social Costs of Power Outages and Restoration Disparities Across Four U.S. Hurricanes. CoRR abs/2509.02653 (2025) - [i61]Yiming Xiao, Archit Gupta, Miguel Esparza, Yu-Hsuan Ho, Antonia Sebastian, Hannah Weas, Rose Houck, Ali Mostafavi:
Recov-Vision: Linking Street View Imagery and Vision-Language Models for Post-Disaster Recovery. CoRR abs/2509.20628 (2025) - 2024
- [j48]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. ACM J. Comput. Sustain. Soc. 2(2): 26:1-26:18 (2024) - [j47]Saleh Afroogh, Ali Mostafavi, Ali Akbari, Yasser Pouresmaeil, Sajedeh Goudarzi, Faegheh Hajhosseini, Kambiz Rasoulkhani:
Embedded Ethics for Responsible Artificial Intelligence Systems (EE-RAIS) in disaster management: a conceptual model and its deployment. AI Ethics 4(4): 1117-1141 (2024) - [j46]Olufemi A. Omitaomu, Ali Mostafavi, Sukanya Randhawa, Haoran Niu:
Urban-AI 2024 Workshop Report: The 2nd ACM SIGSPATIAL International Workshop on Advances in Urban-AI (Urban-AI 2024). ACM SIGSPATIAL Special 15(1): 5-8 (2024) - [j45]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: 102052 (2024) - [j44]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: 102096 (2024) - [j43]Chenyue Liu, Chao Fan, Ali Mostafavi:
Graph attention networks unveil determinants of intra- and inter-city health disparity. Urban Inform. 3(1): 18 (2024) - [j42]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): 19 (2024) - [j41]Miguel Esparza, Hamed Farahmand, Xueming Liu, Ali Mostafavi:
Enhancing inundation monitoring of road networks using crowdsourced flood reports. Urban Inform. 3(1): 25 (2024) - [c20]Zhimeng Jiang, Xiaotian Han, Chao Fan, Zirui Liu, Na Zou, Ali Mostafavi, Xia Hu:
Chasing Fairness in Graphs: A GNN Architecture Perspective. AAAI 2024: 21214-21222 - [e1]Olufemi A. Omitaomu, Ali Mostafavi, Sukanya Randhawa, Haoran Niu:
Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Advances in Urban-AI, UrbanAI 2024, Atlanta, GA, USA, 29 October 2024 - 1 November 2024. ACM 2024, ISBN 979-8-4007-1156-5 [contents] - [i60]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 abs/2402.15434 (2024) - [i59]Zhewei Liu, Kai Yin, Ali Mostafavi:
Rethinking Urban Flood Risk Assessment By Adapting Health Domain Perspective. CoRR abs/2403.03996 (2024) - [i58]Chenyue Liu, Ali Mostafavi:
FloodGenome: Interpretable Machine Learning for Decoding Features Shaping Property Flood Risk Predisposition in Cities. CoRR abs/2403.10625 (2024) - [i57]Bo Li, Ali Mostafavi:
Beyond Quantities: Machine Learning-based Characterization of Inequality in Infrastructure Quality Provision in Cities. CoRR abs/2403.12074 (2024) - [i56]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 abs/2404.07966 (2024) - [i55]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 abs/2404.12606 (2024) - [i54]Yongsheng Yang, Huan Liu, Ali Mostafavi, Hirokazu Tatano:
Review on modeling the societal impact of infrastructure disruptions due to disasters. CoRR abs/2405.12732 (2024) - [i53]Chia-Fu Liu, Lipai Huang, Kai Yin, Samuel D. Brody, Ali Mostafavi:
FloodDamageCast: Building Flood Damage Nowcasting with Machine Learning and Data Augmentation. CoRR abs/2405.14232 (2024) - [i52]Flavia Ioana Patrascu, Ali Mostafavi:
Population Activity Recovery: Milestones Unfolding, Temporal Interdependencies, and Relationship with Physical and Social Vulnerability. CoRR abs/2406.14720 (2024) - [i51]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 abs/2406.15477 (2024) - [i50]Chia-Fu Liu, Chia-Wei Hsu, Ali Mostafavi:
Dynamics of Post-disaster Recovery in Behavior-dependent Business Networks. CoRR abs/2409.12357 (2024) - [i49]Lipai Huang, Federico Antolini, Ali Mostafavi, Russell Blessing, Matthew Garcia, Samuel D. Brody:
High-Resolution Flood Probability Mapping Using Generative Machine Learning with Large-Scale Synthetic Precipitation and Inundation Data. CoRR abs/2409.13936 (2024) - [i48]Emmanuel Tung, Ali Mostafavi, Maoxu Li, Sophie Li, Zeeshan Rasheed, Khurram Shafique:
A System for Critical Facility and Resource Optimization in Disaster Management and Planning. CoRR abs/2410.02956 (2024) - [i47]Junwei Ma, Bo Li, Olufemi A. Omitaomu, Ali Mostafavi:
Establishing Nationwide Power System Vulnerability Index across US Counties Using Interpretable Machine Learning. CoRR abs/2410.19754 (2024) - [i46]Saleh Afroogh, Ali Mostafavi:
Intelligent Environmental Empathy (IEE): A new power and platform to fostering green obligation for climate peace and justice. CoRR abs/2410.21536 (2024) - [i45]Chao Fan, Fangsheng Wu, Ali Mostafavi:
Dynamics of Collective Information Processing for Risk Encoding in Social Networks during Crises. CoRR abs/2412.17342 (2024) - 2023
- [j40]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): 2013-2029 (2023) - [j39]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): 2072-2091 (2023) - [j38]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: 109071 (2023) - [c19]Zhewei Liu, Tyler Felton, Ali Mostafavi:
Identifying flash flood hotspots with explainable machine learning using urban features. UrbanAI@SIGSPATIAL 2023: 6-9 - [i44]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 abs/2301.00312 (2023) - [i43]Xinke Huang, Yuqin Jiang, Ali Mostafavi:
Emergence of Urban Heat Traps from the Intersection of Human Mobility and Heat Hazard Exposure in Cities. CoRR abs/2301.05641 (2023) - [i42]Xiangpeng Li, Yuqin Jiang, Ali Mostafavi:
AI-assisted Protective Action: Study of ChatGPT as an Information Source for a Population Facing Climate Hazards. CoRR abs/2304.06124 (2023) - [i41]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 abs/2306.03050 (2023) - [i40]Chenyue Liu, Ali Mostafavi:
Decoding Urban-health Nexus: Interpretable Machine Learning Illuminates Cancer Prevalence based on Intertwined City Features. CoRR abs/2306.11847 (2023) - [i39]Zhewei Liu, Lipai Huang, Chao Fan, Ali Mostafavi:
FairMobi-Net: A Fairness-aware Deep Learning Model for Urban Mobility Flow Generation. CoRR abs/2307.11214 (2023) - [i38]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 abs/2308.06228 (2023) - [i37]Kai Yin, Ali Mostafavi:
Unsupervised Graph Deep Learning Reveals Emergent Flood Risk Profile of Urban Areas. CoRR abs/2309.14610 (2023) - [i36]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 abs/2310.02476 (2023) - [i35]Bo Li, Ali Mostafavi:
Unraveling Fundamental Properties of Power System Resilience Curves using Unsupervised Machine Learning. CoRR abs/2310.10030 (2023) - [i34]Kai Yin, Ali Mostafavi:
Deep Learning-driven Community Resilience Rating based on Intertwined Socio-Technical Systems Features. CoRR abs/2311.01661 (2023) - [i33]Zhimeng Jiang, Xiaotian Han, Chao Fan, Zirui Liu, Na Zou, Ali Mostafavi, Xia Hu:
Chasing Fairness in Graphs: A GNN Architecture Perspective. CoRR abs/2312.12369 (2023) - 2022
- [j37]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: 1138-1150 (2022) - [j36]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): 1491-1520 (2022) - [j35]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): 868-889 (2022) - [j34]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): 30 (2022) - [j33]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): 100063 (2022) - [j32]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: 108366 (2022) - [j31]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): 458-468 (2022) - [j30]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: 101736 (2022) - [j29]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: 101824 (2022) - [j28]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: 101870 (2022) - [c18]Ali Mostafavi, Ali Hamzeh:
High-Dimensional Axis-Aligned Bounding Box with Outliers. CCCG 2022: 264-269 - [c17]Zhimeng Jiang, Xiaotian Han, Chao Fan, Fan Yang, Ali Mostafavi, Xia Hu:
Generalized Demographic Parity for Group Fairness. ICLR 2022 - [i32]Zhimeng Jiang, Xiaotian Han, Chao Fan, Zirui Liu, Na Zou, Ali Mostafavi, Xia Hu:
FMP: Toward Fair Graph Message Passing against Topology Bias. CoRR abs/2202.04187 (2022) - [i31]Bo Li, Ali Mostafavi:
Location Intelligence Reveals the Extent, Timing, and Spatial Variation of Hurricane Preparedness. CoRR abs/2203.06567 (2022) - [i30]Akhil Anil Rajput, Ali Mostafavi:
Latent Sub-structural Resilience Mechanisms in Temporal Human Mobility Networks during Urban Flooding. CoRR abs/2203.16786 (2022) - [i29]Junwei Ma, Bo Li, Ali Mostafavi:
Characterizing Urban Lifestyle Signatures Using Motif Properties in Network of Places. CoRR abs/2204.01103 (2022) - [i28]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 abs/2204.09915 (2022) - [i27]Chia-Fu Liu, Ali Mostafavi:
Hazard Exposure Heterophily: A Latent Characteristic in Socio-Spatial Networks Influencing Community Resilience. CoRR abs/2205.01868 (2022) - [i26]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 abs/2205.02758 (2022) - [i25]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 abs/2205.04981 (2022) - [i24]Miguel Esparza, Hamed Farahmand, Samuel D. Brody, Ali Mostafavi:
Examining Data Imbalance in Crowdsourced Reports for Improving Flash Flood Situational Awareness. CoRR abs/2207.05797 (2022) - [i23]Cheng-Chun Lee, Tina Comes, Megan Finn, Ali Mostafavi:
Roadmap Towards Responsible AI in Crisis Resilience Management. CoRR abs/2207.09648 (2022) - [i22]Navjot Kaur, Cheng-Chun Lee, Ali Mostafavi, Ali Mahdavi-Amiri:
DAHiTrA: Damage Assessment Using a Novel Hierarchical Transformer Architecture. CoRR abs/2208.02205 (2022) - [i21]Junwei Ma, Bo Li, Qingchun Li, Chao Fan, Ali Mostafavi:
Attributed Network Embedding Model for Exposing COVID-19 Spread Trajectory Archetypes. CoRR abs/2209.09448 (2022) - [i20]Chenyue Liu, Chao Fan, Ali Mostafavi:
Graph Attention Networks Unveil Determinants of Intra- and Inter-city Health Disparity. CoRR abs/2210.10142 (2022) - [i19]Chia-Fu Liu, Ali Mostafavi:
Network Diffusion Model Reveals Recovery Multipliers and Heterogeneous Spatial Effects in Post-Disaster Community Recovery. CoRR abs/2211.03826 (2022) - [i18]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 abs/2211.11100 (2022) - 2021
- [j27]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: 27189-27200 (2021) - [j26]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): 14 (2021) - [j25]Qingchun Li, Ali Mostafavi:
Local interactions and homophily effects in actor collaboration networks for urban resilience governance. Appl. Netw. Sci. 6(1): 89 (2021) - [j24]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): 402-420 (2021) - [j23]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: 102049 (2021) - [j22]Chao Fan, Yucheng Jiang, Ali Mostafavi:
The Role of Local Influential Users in Spread of Situational Crisis Information. J. Comput. Mediat. Commun. 26(2): 108-127 (2021) - [j21]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: 101663 (2021) - [i17]Faxi Yuan, Amir Esmalian, Bora Oztekin, Ali Mostafavi:
Unveiling Spatial Patterns of Disaster Impacts and Recovery Using Credit Card Transaction Variances. CoRR abs/2101.10090 (2021) - [i16]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 abs/2102.01918 (2021) - [i15]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 abs/2104.01456 (2021) - [i14]Faxi Yuan, Yuanchang Xu, Qingchun Li, Ali Mostafavi:
Spatio-Temporal Graph Convolutional Networks for Road Network Inundation Status Prediction during Urban Flooding. CoRR abs/2104.02276 (2021) - [i13]Amir Esmalian, Wanqiu Wang, Ali Mostafavi:
Multi-agent Modeling of Hazard-Household-Infrastructure Nexus for Equitable Resilience Assessment. CoRR abs/2106.03160 (2021) - [i12]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 abs/2106.08370 (2021) - [i11]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 abs/2108.12673 (2021) - [i10]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 abs/2108.13265 (2021) - [i9]Chao Fan, Yang Yang, Ali Mostafavi:
Neural Embeddings of Urban Big Data Reveal Emergent Structures in Cities. CoRR abs/2110.12371 (2021) - [i8]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 abs/2111.03446 (2021) - [i7]Hamed Farahmand, Yuanchang Xu, Ali Mostafavi:
A Spatial-temporal Graph Deep Learning Model for Urban Flood Nowcasting Leveraging Heterogeneous Community Features. CoRR abs/2111.08450 (2021) - 2020
- [j20]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: 10478-10490 (2020) - [j19]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: 159915-159930 (2020) - [j18]Yang Yang, Cheng Zhang, Chao Fan, Ali Mostafavi, Xia Hu:
Towards Fairness-Aware Disaster Informatics: an Interdisciplinary Perspective. IEEE Access 8: 201040-201054 (2020) - [j17]Chao Fan, Jiayi Shen, Ali Mostafavi, Xia Hu:
Characterizing reticulation in online social networks during disasters. Appl. Netw. Sci. 5(1): 29 (2020) - [j16]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): 668-684 (2020) - [j15]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): 1331-1348 (2020) - [j14]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: 104636 (2020) - [j13]Chao Fan, Ali Mostafavi:
Metanetwork Framework for Performance Analysis of Disaster Management System-of-Systems. IEEE Syst. J. 14(1): 1265-1276 (2020) - [j12]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: 101443 (2020) - [j11]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: 101514 (2020) - [c16]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: 532-539 - [c15]Chao Fan, Hamed Farahmend, Ali Mostafavi:
Rethinking Infrastructure Resilience Assessment with Human Sentiment Reactions on Social Media in Disasters. HICSS 2020: 1-10 - [i6]Chao Fan, Xiangqi Jiang, Ali Mostafavi:
A Network Percolation-based Contagion Model of Flood Propagation and Recession in Urban Road Networks. CoRR abs/2004.03552 (2020) - [i5]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 abs/2006.09201 (2020) - [i4]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 abs/2008.00115 (2020) - [i3]Chao Fan, Xiangqi Jiang, Ali Mostafavi:
Adaptive Reinforcement Learning Model for Simulation of Urban Mobility during Crises. CoRR abs/2009.01359 (2020) - [i2]Wenlin Yao, Cheng Zhang, Shiva Saravanan, Ruihong Huang, Ali Mostafavi:
Weakly-supervised Fine-grained Event Recognition on Social Media Texts for Disaster Management. CoRR abs/2010.01683 (2020) - [i1]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 abs/2011.07440 (2020)
2010 – 2019
- 2019
- [j10]Chao Fan, Ali Mostafavi:
A graph-based method for social sensing of infrastructure disruptions in disasters. Comput. Aided Civ. Infrastructure Eng. 34(12): 1055-1070 (2019) - [j9]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: 190-207 (2019) - [j8]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) - [c14]Chao Fan, Ali Mostafavi, Wenlin Yao, Ruihong Huang:
A Graph-based Approach for Detecting Critical Infrastructure Disruptions on Social Media in Disasters. HICSS 2019: 1-10 - 2018
- [j7]Mostafa Batouli, Ali Mostafavi:
Multiagent Simulation for Complex Adaptive Modeling of Road Infrastructure Resilience to Sea-Level Rise. Comput. Aided Civ. Infrastructure Eng. 33(5): 393-410 (2018) - [j6]Jin Zhu, Ali Mostafavi:
Performance Assessment in Complex Engineering Projects Using a System-of-Systems Framework. IEEE Syst. J. 12(1): 262-273 (2018) - [j5]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): 479-491 (2018) - [c13]Chao Fan, Ali Mostafavi, Aayush Gupta, Cheng Zhang:
A System Analytics Framework for Detecting Infrastructure-Related Topics in Disasters Using Social Sensing. EG-ICE 2018: 74-91 - [c12]Ali Mostafavi, Chao Fan:
Establishing a framework for disaster management system-of-systems. SysCon 2018: 1-7 - [c11]Chao Fan, Cheng Zhang, Ali Mostafavi:
Meta-Network Framework for Analyzing Disaster Management System-of-Systems. SoSE 2018: 372-378 - 2017
- [j4]Jin Zhu, Ali Mostafavi:
Metanetwork Framework for Integrated Performance Assessment under Uncertainty in Construction Projects. J. Comput. Civ. Eng. 31(1) (2017) - [c10]Kambiz Rasoulkhani, Brianne Logasa, Maria E. Presa Reyes, Ali Mostafavi:
Agent-based modeling framework for simulation of complex adaptive mechanisms underlying household water conservation technology adoption. WSC 2017: 1109-1120 - [c9]Jin Zhu, Ali Mostafavi:
Characterization of the underlying mechanisms of vulnerability in complex projects using dynamic network simulation. WSC 2017: 2436-2447 - 2016
- [j3]Ali Mostafavi, Dulcy M. Abraham, Daniel DeLaurentis, Joseph Sinfield, Amr Kandil, Cesar Queiroz:
Agent-Based Simulation Model for Assessment of Financing Scenarios in Highway Transportation Infrastructure Systems. J. Comput. Civ. Eng. 30(2) (2016) - 2015
- [c8]Triana Carmenate, Md. Mahbubur Rahman, Diana Leante, Leonardo Bobadilla, Ali Mostafavi:
Modeling and analyzing occupant behaviors in building energy analysis using an information space approach. CASE 2015: 425-431 - [c7]Md. Mahbubur Rahman, Triana Carmenate, Leonardo Bobadilla, Sebastián A. Zanlongo, Ali Mostafavi:
A coupled discrete-event and motion planning methodology for automated safety assessment in construction projects. ICRA 2015: 3849-3855 - 2014
- [j2]Ali Mostafavi, Dulcy M. Abraham, Daniel DeLaurentis:
Ex-Ante Policy Analysis in Civil Infrastructure Systems. J. Comput. Civ. Eng. 28(5) (2014) - [c6]Md. Mahbubur Rahman, Triana Carmenate, Leonardo Bobadilla, Ali Mostafavi:
Ex-ante assessment of struck-by safety hazards in construction projects: A motion-planning approach. CASE 2014: 277-282 - [c5]Jin Zhu, Ali Mostafavi:
Towards a new paradigm for management of complex engineering projects: A system-of-systems framework. SysCon 2014: 213-219 - [c4]Jin Zhu, Ali Mostafavi:
Integrated simulation approach for assessment of performance in construction projects: a system-of-systems framework. WSC 2014: 3284-3295 - [c3]Mostafa Batouli, Ali Mostafavi:
A hybrid simulation framework for integrated management of infrastructure networks. WSC 2014: 3319-3330 - 2011
- [j1]Ali Mostafavi, Dulcy M. Abraham, Daniel A. DeLaurentis, Joseph Sinfield:
Exploring the Dimensions of Systems of Innovation Analysis: A System of Systems Framework. IEEE Syst. J. 5(2): 256-265 (2011)
2000 – 2009
- 2009
- [c2]Meysam Asgari, Mahdi Fallah, Elahe Abouie Mehrizi, Ali Mostafavi:
A VQ-Based Single-Channel Audio Separation for Music/Speech Mixtures. UKSim 2009: 223-227 - [c1]Meysam Asgari, Abolghasem Sayyadiyan, Farhad Tehranipour, Ali Mostafavi:
Novel Voice Activity Detection Based on Vector Quantization. UKSim 2009: 255-257
Coauthor Index
Hamed Farahmand
aka: Hamed Farahmend
aka: Hamed Farahmend
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