Takahiro Yabe

Orcid: 0000-0001-8967-1967

According to our database1, Takahiro Yabe authored at least 43 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Enhancing human mobility research with open and standardized datasets.
Nat. Comput. Sci., July, 2024

Mobilkit: A Python Toolkit for Urban Resilience and Disaster Risk Management Analytics.
J. Open Source Softw., March, 2024

YJMob100K: City-Scale and Longitudinal Dataset of Anonymized Human Mobility Trajectories.
Dataset, March, 2024

Post-disaster recovery policy assessment of urban socio-physical systems.
Comput. Environ. Urban Syst., 2024

The great equalizer? Mixed effects of social infrastructure on diverse encounters in cities.
Comput. Environ. Urban Syst., 2024

2023
YJMob100K: City-Scale and Longitudinal Dataset of Anonymized Human Mobility Trajectories.
Dataset, November, 2023

Metropolitan Scale and Longitudinal Dataset of Anonymized Human Mobility Trajectories.
CoRR, 2023

Building a Healthier Feed: Private Location Trace Intersection Driven Feed Recommendations.
Proceedings of the Social, Cultural, and Behavioral Modeling, 2023

2022
Early warning of COVID-19 hotspots using human mobility and web search query data.
Comput. Environ. Urban Syst., 2022

Mobile phone location data for disasters: A review from natural hazards and epidemics.
Comput. Environ. Urban Syst., 2022

Quantifying the spatial homogeneity of urban road networks via graph neural networks.
Nat. Mach. Intell., 2022

Pseudo-PFLOW: Development of nationwide synthetic open dataset for people movement based on limited travel survey and open statistical data.
CoRR, 2022

Multiwave COVID-19 Prediction from Social Awareness Using Web Search and Mobility Data.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Data-driven Humanitarian Mapping and Policymaking: Toward Planetary-Scale Resilience, Equity, and Sustainability.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

GEO-BLEU: similarity measure for geospatial sequences.
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

2021
Multiwave COVID-19 Prediction via Social Awareness-Based Graph Neural Networks using Mobility and Web Search Data.
CoRR, 2021

Mobilkit: A Python Toolkit for Urban Resilience and Disaster Risk Management Analytics using High Frequency Human Mobility Data.
CoRR, 2021

Improving Land Use Classification using Human Mobility-based Hierarchical Place Embeddings.
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2021

2020
Quantifying the economic impact of disasters on businesses using human mobility data: a Bayesian causal inference approach.
EPJ Data Sci., 2020

Early Warning of COVID-19 Hotspots using Mobility of High Risk Users from Web Search Queries.
CoRR, 2020

Quantifying the Economic Impact of Extreme Shocks on Businesses using Human Mobility Data: a Bayesian Causal Inference Approach.
CoRR, 2020

Learning Fine Grained Place Embeddings with Spatial Hierarchy from Human Mobility Trajectories.
CoRR, 2020

Correction to: Mobile phone data reveals the importance of pre-disaster inter-city social ties for recovery after Hurricane Maria.
Appl. Netw. Sci., 2020

Unsupervised Translation via Hierarchical Anchoring: Functional Mapping of Places across Cities.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Enabling Finer Grained Place Embeddings using Spatial Hierarchy from Human Mobility Trajectories.
Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

Intercity Simulation of Human Mobility at Rare Events via Reinforcement Learning.
Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

2019
PredictGIS 2019 workshop report: Held in conjunction with ACM SIGSPATIAL 2019.
ACM SIGSPATIAL Special, 2019

Integrating information from heterogeneous networks on social media to predict post-disaster returning behavior.
J. Comput. Sci., 2019

Universality of population recovery patterns after disasters.
CoRR, 2019

Mobile phone data reveals the importance of pre-disaster inter-city social ties for recovery after Hurricane Maria.
Appl. Netw. Sci., 2019

Predicting Evacuation Decisions using Representations of Individuals' Pre-Disaster Web Search Behavior.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

City2City: Translating Place Representations across Cities.
Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

2018
Predictgis 2018 workshop report held in conjunction with ACM SIGSPATIAL 2018.
ACM SIGSPATIAL Special, 2018

Cross-comparative analysis of evacuation behavior after earthquakes using mobile phone data.
CoRR, 2018

Replicating urban dynamics by generating human-like agents from smartphone GPS data.
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

Fusion of Terrain Information and Mobile Phone Location Data for Flood Area Detection in Rural Areas.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Social-Media aided Hyperlocal Help-Network Matching & Routing during Emergencies.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017
PredictGIS 2017 workshop report held in conjunction with ACM SIGSPATIAL 2017.
ACM SIGSPATIAL Special, 2017

CityFlowFragility: Measuring the Fragility of People Flow in Cities to Disasters using GPS Data Collected from Smartphones.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017

Modeling and reproducing human daily travel behavior from GPS data: A Markov Decision Process approach.
Proceedings of the 1st ACM SIGSPATIAL Workshop on Prediction of Human Mobility, 2017

2016
Predicting irregular individual movement following frequent mid-level disasters using location data from smartphones.
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

A framework for evacuation hotspot detection after large scale disasters using location data from smartphones: case study of Kumamoto earthquake.
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

Particle filter for real-time human mobility prediction following unprecedented disaster.
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016


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