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Takahiro Yabe
Takahiro Yabe
Assistant Professor, New York University
Dirección de correo verificada de nyu.edu - Página principal
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Non-compulsory measures sufficiently reduced human mobility in Tokyo during the COVID-19 epidemic
T Yabe, K Tsubouchi, N Fujiwara, T Wada, Y Sekimoto, SV Ukkusuri
Scientific Reports 10 (1), 1-9, 2020
2362020
Understanding post-disaster population recovery patterns
T Yabe, K Tsubouchi, N Fujiwara, Y Sekimoto, SV Ukkusuri
Journal of the Royal Society Interface 17 (163), 20190532, 2020
722020
Effects of income inequality on evacuation, reentry and segregation after disasters
T Yabe, SV Ukkusuri
Transportation Research Part D: Transport and Environment, 102260, 2020
682020
Cross-comparative analysis of evacuation behavior after earthquakes using mobile phone data
T Yabe, Y Sekimoto, K Tsubouchi, S Ikemoto
PLoS one 14 (2), 2019
522019
Toward data-driven, dynamical complex systems approaches to disaster resilience
T Yabe, PSC Rao, SV Ukkusuri, SL Cutter
Proceedings of the National Academy of Sciences 119 (8), 2022
502022
Mobile phone location data for disasters: A review from natural hazards and epidemics
T Yabe, NKW Jones, PSC Rao, MC Gonzalez, SV Ukkusuri
Computers, Environment and Urban Systems 94, 101777, 2022
472022
Quantifying the economic impact of disasters on businesses using human mobility data: a Bayesian causal inference approach
T Yabe, Y Zhang, SV Ukkusuri
EPJ Data Science 9 (1), 1-20, 2020
432020
Quantifying the spatial homogeneity of urban road networks via graph neural networks
J Xue, N Jiang, S Liang, Q Pang, T Yabe, SV Ukkusuri, J Ma
Nature Machine Intelligence 4 (3), 246-257, 2022
412022
A framework for evacuation hotspot detection after large scale disasters using location data from smartphones: case study of kumamoto earthquake
T Yabe, K Tsubouchi, A Sudo, Y Sekimoto
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances …, 2016
392016
Particle filter for real-time human mobility prediction following unprecedented disaster
A Sudo, T Kashiyama, T Yabe, H Kanasugi, X Song, T Higuchi, S Nakano, ...
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances …, 2016
352016
Spatiotemporal contact density explains the disparity of COVID-19 spread in urban neighborhoods
R Verma, T Yabe, SV Ukkusuri
Scientific Reports 11 (1), 1-11, 2021
322021
Integrating Information from Heterogeneous Networks on Social Media to Predict Post-Disaster Returning Behavior
T Yabe, SV Ukkusuri
Journal of Computational Science 32, 12-20, 2019
322019
Resilience of Interdependent Urban Socio-Physical Systems using Large-Scale Mobility Data: Modeling Recovery Dynamics
T Yabe, PSC Rao, SV Ukkusuri
Sustainable Cities and Society 75, 103237, 2021
292021
Mobile phone data reveals the importance of pre-disaster inter-city social ties for recovery after Hurricane Maria
T Yabe, SV Ukkusuri, PSC Rao
Applied Network Science 4 (1), 98, 2019
292019
Regional differences in resilience of social and physical systems: Case study of Puerto Rico after Hurricane Maria
T Yabe, PSC Rao, SV Ukkusuri
Environment and Planning B: Urban Analytics and City Science 48 (5), 1042-1057, 2021
262021
CityFlowFragility: Measuring the Fragility of People Flow in Cities to Disasters using GPS Data Collected from Smartphones
T Yabe, K Tsubouchi, Y Sekimoto
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2017
232017
Behavioral changes during the COVID-19 pandemic decreased income diversity of urban encounters
T Yabe, BGB Bueno, X Dong, A Pentland, E Moro
Nature Communications 14 (1), 2310, 2023
222023
Development of people mass movement simulation framework based on reinforcement learning
Y Pang, T Kashiyama, T Yabe, K Tsubouchi, Y Sekimoto
Transportation Research Part C: Emerging Technologies 117, 102706, 2020
212020
Early warning of COVID-19 hotspots using human mobility and web search query data
T Yabe, K Tsubouchi, Y Sekimoto, SV Ukkusuri
Computers, Environment and Urban Systems 92, 101747, 2022
20*2022
Predicting Evacuation Decisions using Representations of Individuals' Pre-Disaster Web Search Behavior
T Yabe, K Tsubouchi, T Shimizu, Y Sekimoto, SV Ukkusuri
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
182019
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