Takahiro Yabe

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 42

Top Topics

Causal Inference

Top Venues

ACM SIGSPATIAL Special

Publications

Takahiro Yabe, Massimiliano Luca, Kota Tsubouchi, Bruno Lepri, Marta C. González, Esteban Moro
Enhancing human mobility research with open and standardized datasets. Nat. Comput. Sci. 4 (7) (2024)
Enrico Ubaldi, Takahiro Yabe, Nicholas K. W. Jones, Maham Faisal Khan, Alessandra Feliciotti, Riccardo Di Clemente, Satish V. Ukkusuri, Emanuele Strano
Mobilkit: A Python Toolkit for Urban Resilience and Disaster Risk Management Analytics. J. Open Source Softw. 9 (95) (2024)
Tobin South, Nick Lothian, Takahiro Yabe, Alex 'Sandy' Pentland
Building a Healthier Feed: Private Location Trace Intersection Driven Feed Recommendations. SBP-BRiMS (2023)
Takahiro Yabe, Kota Tsubouchi, Toru Shimizu, Yoshihide Sekimoto, Kaoru Sezaki, Esteban Moro, Alex Pentland
Metropolitan Scale and Longitudinal Dataset of Anonymized Human Mobility Trajectories. CoRR (2023)
Takehiro Kashiyama, Yanbo Pang, Yoshihide Sekimoto, Takahiro Yabe
Pseudo-PFLOW: Development of nationwide synthetic open dataset for people movement based on limited travel survey and open statistical data. CoRR (2022)
Takahiro Yabe, Nicholas K. W. Jones, P. Suresh C. Rao, Marta C. Gonzalez, Satish V. Ukkusuri
Mobile phone location data for disasters: A review from natural hazards and epidemics. Comput. Environ. Urban Syst. 94 (2022)
Toru Shimizu, Kota Tsubouchi, Takahiro Yabe
GEO-BLEU: similarity measure for geospatial sequences. SIGSPATIAL/GIS (2022)
Takahiro Yabe, Kota Tsubouchi, Yoshihide Sekimoto, Satish V. Ukkusuri
Early warning of COVID-19 hotspots using human mobility and web search query data. Comput. Environ. Urban Syst. 92 (2022)
Jiawei Xue, Takahiro Yabe, Kota Tsubouchi, Jianzhu Ma, Satish V. Ukkusuri
Multiwave COVID-19 Prediction from Social Awareness Using Web Search and Mobility Data. KDD (2022)
Snehalkumar (Neil) S. Gaikwad, Shankar Iyer, Dalton D. Lunga, Takahiro Yabe, Xiaofan Liang, Bhavani Ananthabhotla, Nikhil Behari, Sreelekha Guggilam, Guanghua Chi
Data-driven Humanitarian Mapping and Policymaking: Toward Planetary-Scale Resilience, Equity, and Sustainability. KDD (2022)
Jiawei Xue, Nan Jiang, Senwei Liang, Qiyuan Pang, Takahiro Yabe, Satish V. Ukkusuri, Jianzhu Ma
Quantifying the spatial homogeneity of urban road networks via graph neural networks. Nat. Mach. Intell. 4 (3) (2022)
Toru Shimizu, Kota Tsubouchi, Takahiro Yabe
GEO-BLEU: Similarity Measure for Geospatial Sequences. CoRR (2021)
Jiawei Xue, Takahiro Yabe, Kota Tsubouchi, Jianzhu Ma, Satish V. Ukkusuri
Multiwave COVID-19 Prediction via Social Awareness-Based Graph Neural Networks using Mobility and Web Search Data. CoRR (2021)
Enrico Ubaldi, Takahiro Yabe, Nicholas K. W. Jones, Maham Faisal Khan, Satish V. Ukkusuri, Emanuele Strano
Mobilkit: A Python Toolkit for Urban Resilience and Disaster Risk Management Analytics using High Frequency Human Mobility Data. CoRR (2021)
Toru Shimizu, Takahiro Yabe, Kota Tsubouchi
Improving Land Use Classification using Human Mobility-based Hierarchical Place Embeddings. PerCom Workshops (2021)
Takahiro Yabe, Yunchang Zhang, Satish V. Ukkusuri
Quantifying the Economic Impact of Extreme Shocks on Businesses using Human Mobility Data: a Bayesian Causal Inference Approach. CoRR (2020)
Toru Shimizu, Takahiro Yabe, Kota Tsubouchi
Enabling Finer Grained Place Embeddings using Spatial Hierarchy from Human Mobility Trajectories. SIGSPATIAL/GIS (2020)
Takahiro Yabe, Satish V. Ukkusuri, P. Suresh C. Rao
Correction to: Mobile phone data reveals the importance of pre-disaster inter-city social ties for recovery after Hurricane Maria. Appl. Netw. Sci. 5 (1) (2020)
Takahiro Yabe, Yunchang Zhang, Satish V. Ukkusuri
Quantifying the economic impact of disasters on businesses using human mobility data: a Bayesian causal inference approach. EPJ Data Sci. 9 (1) (2020)
Yanbo Pang, Kota Tsubouchi, Takahiro Yabe, Yoshihide Sekimoto
Intercity Simulation of Human Mobility at Rare Events via Reinforcement Learning. SIGSPATIAL/GIS (2020)
Takahiro Yabe, Kota Tsubouchi, Toru Shimizu, Yoshihide Sekimoto, Satish V. Ukkusuri
Unsupervised Translation via Hierarchical Anchoring: Functional Mapping of Places across Cities. KDD (2020)
Takahiro Yabe, Kota Tsubouchi, Satish V. Ukkusuri
Early Warning of COVID-19 Hotspots using Mobility of High Risk Users from Web Search Queries. CoRR (2020)
Toru Shimizu, Takahiro Yabe, Kota Tsubouchi
Learning Fine Grained Place Embeddings with Spatial Hierarchy from Human Mobility Trajectories. CoRR (2020)
Takahiro Yabe, Kota Tsubouchi, Toru Shimizu, Yoshihide Sekimoto, Satish V. Ukkusuri
City2City: Translating Place Representations across Cities. CoRR (2019)
Takahiro Yabe, Satish V. Ukkusuri
Integrating information from heterogeneous networks on social media to predict post-disaster returning behavior. J. Comput. Sci. 32 (2019)
Takahiro Yabe, Kota Tsubouchi, Toru Shimizu, Yoshihide Sekimoto, Satish V. Ukkusuri
City2City: Translating Place Representations across Cities. SIGSPATIAL/GIS (2019)
Takahiro Yabe, Satish V. Ukkusuri, P. Suresh C. Rao
Mobile phone data reveals the importance of pre-disaster inter-city social ties for recovery after Hurricane Maria. Appl. Netw. Sci. 4 (1) (2019)
Takahiro Yabe, Kota Tsubouchi, Naoya Fujiwara, Yoshihide Sekimoto, Satish V. Ukkusuri
Universality of population recovery patterns after disasters. CoRR (2019)
Takahiro Yabe, Kota Tsubouchi, Toru Shimizu, Yoshihide Sekimoto, Satish V. Ukkusuri
Predicting Evacuation Decisions using Representations of Individuals' Pre-Disaster Web Search Behavior. CoRR (2019)
Satish V. Ukkusuri, Kaoru Sezaki, Takahiro Yabe, Kota Tsubouchi
PredictGIS 2019 workshop report: Held in conjunction with ACM SIGSPATIAL 2019. ACM SIGSPATIAL Special 11 (3) (2019)
Takahiro Yabe, Kota Tsubouchi, Toru Shimizu, Yoshihide Sekimoto, Satish V. Ukkusuri
Predicting Evacuation Decisions using Representations of Individuals' Pre-Disaster Web Search Behavior. KDD (2019)
Yanbo Pang, Kota Tsubouchi, Takahiro Yabe, Yoshihide Sekimoto
Replicating urban dynamics by generating human-like agents from smartphone GPS data. SIGSPATIAL/GIS (2018)
Takahiro Yabe, Kota Tsubouchi, Yoshihide Sekimoto
Fusion of Terrain Information and Mobile Phone Location Data for Flood Area Detection in Rural Areas. IEEE BigData (2018)
Akihito Sudo, Yoshihide Sekimoto, Lau Honng Chuin, Xuan Song, Takahiro Yabe
Predictgis 2018 workshop report held in conjunction with ACM SIGSPATIAL 2018. ACM SIGSPATIAL Special 10 (3) (2018)
Takahiro Yabe, Yoshihide Sekimoto, Kota Tsubouchi, Satoshi Ikemoto
Cross-comparative analysis of evacuation behavior after earthquakes using mobile phone data. CoRR (2018)
Dheeraj Kumar, Takahiro Yabe, Satish V. Ukkusuri
Social-Media aided Hyperlocal Help-Network Matching & Routing during Emergencies. IEEE BigData (2018)
Takahiro Yabe, Kota Tsubouchi, Yoshihide Sekimoto
CityFlowFragility: Measuring the Fragility of People Flow in Cities to Disasters using GPS Data Collected from Smartphones. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1 (3) (2017)
Akihito Sudo, Takahiro Yabe, Yoshihide Sekimoto
PredictGIS 2017 workshop report held in conjunction with ACM SIGSPATIAL 2017. ACM SIGSPATIAL Special 9 (3) (2017)
Yanbo Pang, Kota Tsubouchi, Takahiro Yabe, Yoshihide Sekimoto
Modeling and reproducing human daily travel behavior from GPS data: A Markov Decision Process approach. PredictGIS@SIGSPATIAL (2017)
Akihito Sudo, Takehiro Kashiyama, Takahiro Yabe, Hiroshi Kanasugi, Xuan Song, Tomoyuki Higuchi, Shin'ya Nakano, Masaya M. Saito, Yoshihide Sekimoto
Particle filter for real-time human mobility prediction following unprecedented disaster. SIGSPATIAL/GIS (2016)
Takahiro Yabe, Kota Tsubouchi, Akihito Sudo, Yoshihide Sekimoto
A framework for evacuation hotspot detection after large scale disasters using location data from smartphones: case study of Kumamoto earthquake. SIGSPATIAL/GIS (2016)
Takahiro Yabe, Kota Tsubouchi, Akihito Sudo, Yoshihide Sekimoto
Predicting irregular individual movement following frequent mid-level disasters using location data from smartphones. SIGSPATIAL/GIS (2016)