Particle filter for real-time human mobility prediction following unprecedented disaster. - Akihito Sudo; Takehiro Kashiyama; Takahiro Yabe; Hiroshi Kanasugi; Xuan Song 001; Tomoyuki Higuchi; Shin'ya Nakano; Masaya M. Saito; Yoshihide Sekimoto (SIGSPATIAL/GIS, 2016)

A framework for evacuation hotspot detection after large scale disasters using location data from smartphones: case study of Kumamoto earthquake. - Takahiro Yabe; Kota Tsubouchi; Akihito Sudo; Yoshihide Sekimoto (SIGSPATIAL/GIS, 2016)

Predicting irregular individual movement following frequent mid-level disasters using location data from smartphones. - Takahiro Yabe; Kota Tsubouchi; Akihito Sudo; Yoshihide Sekimoto (SIGSPATIAL/GIS, 2016)

Modeling and reproducing human daily travel behavior from GPS data: A Markov Decision Process approach. - Yanbo Pang; Kota Tsubouchi; Takahiro Yabe; Yoshihide Sekimoto (PredictGIS@SIGSPATIAL, 2017)

CityFlowFragility: Measuring the Fragility of People Flow in Cities to Disasters using GPS Data Collected from Smartphones. - Takahiro Yabe; Kota Tsubouchi; Yoshihide Sekimoto (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017)

PredictGIS 2017 workshop report held in conjunction with ACM SIGSPATIAL 2017. - Akihito Sudo; Takahiro Yabe; Yoshihide Sekimoto (ACM SIGSPATIAL Special, 2017)

Social-Media aided Hyperlocal Help-Network Matching & Routing during Emergencies. - Dheeraj Kumar; Takahiro Yabe; Satish V. Ukkusuri (IEEE BigData, 2018)

Fusion of Terrain Information and Mobile Phone Location Data for Flood Area Detection in Rural Areas. - Takahiro Yabe; Kota Tsubouchi; Yoshihide Sekimoto (IEEE BigData, 2018)

Replicating urban dynamics by generating human-like agents from smartphone GPS data. - Yanbo Pang; Kota Tsubouchi; Takahiro Yabe; Yoshihide Sekimoto (SIGSPATIAL/GIS, 2018)

Cross-comparative analysis of evacuation behavior after earthquakes using mobile phone data. - Takahiro Yabe; Yoshihide Sekimoto; Kota Tsubouchi; Satoshi Ikemoto (CoRR, 2018)

Predictgis 2018 workshop report held in conjunction with ACM SIGSPATIAL 2018. - Akihito Sudo; Yoshihide Sekimoto; Lau Honng Chuin; Xuan Song 001; Takahiro Yabe (ACM SIGSPATIAL Special, 2018)

City2City: Translating Place Representations across Cities. - Takahiro Yabe; Kota Tsubouchi; Toru Shimizu; Yoshihide Sekimoto; Satish V. Ukkusuri (SIGSPATIAL/GIS, 2019)

Predicting Evacuation Decisions using Representations of Individuals' Pre-Disaster Web Search Behavior. - Takahiro Yabe; Kota Tsubouchi; Toru Shimizu; Yoshihide Sekimoto; Satish V. Ukkusuri (KDD, 2019)

Mobile phone data reveals the importance of pre-disaster inter-city social ties for recovery after Hurricane Maria. - Takahiro Yabe; Satish V. Ukkusuri; P. Suresh C. Rao (Appl. Netw. Sci., 2019)

Universality of population recovery patterns after disasters. - Takahiro Yabe; Kota Tsubouchi; Naoya Fujiwara; Yoshihide Sekimoto; Satish V. Ukkusuri (CoRR, 2019)

Integrating information from heterogeneous networks on social media to predict post-disaster returning behavior. - Takahiro Yabe; Satish V. Ukkusuri (J. Comput. Sci., 2019)

PredictGIS 2019 workshop report: Held in conjunction with ACM SIGSPATIAL 2019. - Satish V. Ukkusuri; Kaoru Sezaki; Takahiro Yabe; Kota Tsubouchi (ACM SIGSPATIAL Special, 2019)

Intercity Simulation of Human Mobility at Rare Events via Reinforcement Learning. - Yanbo Pang; Kota Tsubouchi; Takahiro Yabe; Yoshihide Sekimoto (SIGSPATIAL/GIS, 2020)

Enabling Finer Grained Place Embeddings using Spatial Hierarchy from Human Mobility Trajectories. - Toru Shimizu; Takahiro Yabe; Kota Tsubouchi (SIGSPATIAL/GIS, 2020)

Unsupervised Translation via Hierarchical Anchoring: Functional Mapping of Places across Cities. - Takahiro Yabe; Kota Tsubouchi; Toru Shimizu; Yoshihide Sekimoto; Satish V. Ukkusuri (KDD, 2020)

Correction to: Mobile phone data reveals the importance of pre-disaster inter-city social ties for recovery after Hurricane Maria. - Takahiro Yabe; Satish V. Ukkusuri; P. Suresh C. Rao (Appl. Netw. Sci., 2020)

Learning Fine Grained Place Embeddings with Spatial Hierarchy from Human Mobility Trajectories. - Toru Shimizu; Takahiro Yabe; Kota Tsubouchi (CoRR, 2020)

Quantifying the Economic Impact of Extreme Shocks on Businesses using Human Mobility Data: a Bayesian Causal Inference Approach. - Takahiro Yabe; Yunchang Zhang; Satish V. Ukkusuri (CoRR, 2020)

Early Warning of COVID-19 Hotspots using Mobility of High Risk Users from Web Search Queries. - Takahiro Yabe; Kota Tsubouchi; Satish V. Ukkusuri (CoRR, 2020)

Quantifying the economic impact of disasters on businesses using human mobility data: a Bayesian causal inference approach. - Takahiro Yabe; Yunchang Zhang; Satish V. Ukkusuri (EPJ Data Sci., 2020)

Improving Land Use Classification using Human Mobility-based Hierarchical Place Embeddings. - Toru Shimizu; Takahiro Yabe; Kota Tsubouchi (PerCom Workshops, 2021)

Mobilkit: A Python Toolkit for Urban Resilience and Disaster Risk Management Analytics using High Frequency Human Mobility Data. - Enrico Ubaldi; Takahiro Yabe; Nicholas K. W. Jones; Maham Faisal Khan; Satish V. Ukkusuri; Emanuele Strano (CoRR, 2021)

Multiwave COVID-19 Prediction via Social Awareness-Based Graph Neural Networks using Mobility and Web Search Data. - Jiawei Xue; Takahiro Yabe; Kota Tsubouchi; Jianzhu Ma; Satish V. Ukkusuri (CoRR, 2021)

GEO-BLEU: similarity measure for geospatial sequences. - Toru Shimizu; Kota Tsubouchi; Takahiro Yabe (SIGSPATIAL/GIS, 2022)

Data-driven Humanitarian Mapping and Policymaking: Toward Planetary-Scale Resilience, Equity, and Sustainability. - Snehalkumar (Neil) S. Gaikwad; Shankar Iyer; Dalton D. Lunga; Takahiro Yabe; Xiaofan Liang; Bhavani Ananthabhotla; Nikhil Behari; Sreelekha Guggilam; Guanghua Chi (KDD, 2022)

Multiwave COVID-19 Prediction from Social Awareness Using Web Search and Mobility Data. - Jiawei Xue; Takahiro Yabe; Kota Tsubouchi; Jianzhu Ma; Satish V. Ukkusuri (KDD, 2022)

Pseudo-PFLOW: Development of nationwide synthetic open dataset for people movement based on limited travel survey and open statistical data. - Takehiro Kashiyama; Yanbo Pang; Yoshihide Sekimoto; Takahiro Yabe (CoRR, 2022)

Quantifying the spatial homogeneity of urban road networks via graph neural networks. - Jiawei Xue; Nan Jiang 012; Senwei Liang; Qiyuan Pang; Takahiro Yabe; Satish V. Ukkusuri; Jianzhu Ma (Nat. Mach. Intell., 2022)

Mobile phone location data for disasters: A review from natural hazards and epidemics. - Takahiro Yabe; Nicholas K. W. Jones; P. Suresh C. Rao; Marta C. González; Satish V. Ukkusuri (Comput. Environ. Urban Syst., 2022)

Early warning of COVID-19 hotspots using human mobility and web search query data. - Takahiro Yabe; Kota Tsubouchi; Yoshihide Sekimoto; Satish V. Ukkusuri (Comput. Environ. Urban Syst., 2022)

Building a Healthier Feed: Private Location Trace Intersection Driven Feed Recommendations. - Tobin South; Nick Lothian; Takahiro Yabe; Alex 'Sandy' Pentland (SBP-BRiMS, 2023)

Metropolitan Scale and Longitudinal Dataset of Anonymized Human Mobility Trajectories. - Takahiro Yabe; Kota Tsubouchi; Toru Shimizu; Yoshihide Sekimoto; Kaoru Sezaki; Esteban Moro; Alex Pentland (CoRR, 2023)

Human Mobility Prediction Challenge 2023. - Takahiro Yabe; Kota Tsubouchi; Toru Shimizu; Yoshihide Sekimoto; Kaoru Sezaki; Esteban Moro; Alex Pentland (Zenodo, 2023)

YJMob100K: City-Scale and Longitudinal Dataset of Anonymized Human Mobility Trajectories. - Takahiro Yabe; Kota Tsubouchi; Toru Shimizu; Yoshihide Sekimoto; Kaoru Sezaki; Esteban Moro; Alex Pentland (Zenodo, 2023)

The great equalizer? Mixed effects of social infrastructure on diverse encounters in cities. - Timothy Fraser; Takahiro Yabe; Daniel P. Aldrich; Esteban Moro (Comput. Environ. Urban Syst., 2024)

Post-disaster recovery policy assessment of urban socio-physical systems. - Sangung Park; Takahiro Yabe; Satish V. Ukkusuri (Comput. Environ. Urban Syst., 2024)

YJMob100K: City-Scale and Longitudinal Dataset of Anonymized Human Mobility Trajectories. - Takahiro Yabe; Kota Tsubouchi; Toru Shimizu; Yoshihide Sekimoto; Kaoru Sezaki; Esteban Moro; Alex Pentland (Zenodo, 2024)

Mobilkit: A Python Toolkit for Urban Resilience and Disaster Risk Management Analytics. - Enrico Ubaldi; Takahiro Yabe; Nicholas K. W. Jones; Maham Faisal Khan; Alessandra Feliciotti; Riccardo Di Clemente; Satish V. Ukkusuri; Emanuele Strano (J. Open Source Softw., 2024)

Enhancing human mobility research with open and standardized datasets. - Takahiro Yabe; Massimiliano Luca; Kota Tsubouchi; Bruno Lepri; Marta C. González; Esteban Moro (Nat. Comput. Sci., 2024)

Nationwide synthetic human mobility dataset construction from limited travel surveys and open data. - Takehiro Kashiyama; Yanbo Pang; Yuya Shibuya; Takahiro Yabe; Yoshihide Sekimoto (Comput. Aided Civ. Infrastructure Eng., 2024)

MobiCLR: Mobility Time Series Contrastive Learning for Urban Region Representations. - Namwoo Kim; Takahiro Yabe; Chanyoung Park; Yoonjin Yoon (CoRR, 2025)

Predicting Individual Irregular Mobility via Web Search-Driven Bipartite Graph Neural Networks. - Jiawei Xue; Takahiro Yabe; Kota Tsubouchi; Jianzhu Ma; Satish V. Ukkusuri (IEEE Trans. Knowl. Data Eng., 2025)