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ORCIDTakahiro Yabe
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2020 – today
- 2024
[j15]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): 5201 (2024)- [j14]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): 469-472 (2024) - [j13]Timothy Fraser, Takahiro Yabe, Daniel P. Aldrich, Esteban Moro:
The great equalizer? Mixed effects of social infrastructure on diverse encounters in cities. Comput. Environ. Urban Syst. 113: 102173 (2024) - [j12]Sangung Park, Takahiro Yabe, Satish V. Ukkusuri:
Post-disaster recovery policy assessment of urban socio-physical systems. Comput. Environ. Urban Syst. 114: 102184 (2024) - [d2]Takahiro Yabe, Kota Tsubouchi, Toru Shimizu, Yoshihide Sekimoto, Kaoru Sezaki, Esteban Moro, Alex Pentland:
YJMob100K: City-Scale and Longitudinal Dataset of Anonymized Human Mobility Trajectories. Version 3. Zenodo, 2024 [all versions]
- 2023
- [c17]Tobin South, Nick Lothian, Takahiro Yabe, Alex 'Sandy' Pentland:
Building a Healthier Feed: Private Location Trace Intersection Driven Feed Recommendations. SBP-BRiMS 2023: 54-63 - [d1]Takahiro Yabe, Kota Tsubouchi, Toru Shimizu, Yoshihide Sekimoto, Kaoru Sezaki, Esteban Moro, Alex Pentland:
YJMob100K: City-Scale and Longitudinal Dataset of Anonymized Human Mobility Trajectories. Version 2. Zenodo, 2023 [all versions] - [i12]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 abs/2307.03401 (2023) - 2022
- [j11]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): 246-257 (2022) - [j10]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: 101747 (2022) - [j9]Takahiro Yabe, Nicholas K. W. Jones, P. Suresh C. Rao, Marta C. González, Satish V. Ukkusuri:
Mobile phone location data for disasters: A review from natural hazards and epidemics. Comput. Environ. Urban Syst. 94: 101777 (2022) - [c16]Toru Shimizu, Kota Tsubouchi, Takahiro Yabe:
GEO-BLEU: similarity measure for geospatial sequences. SIGSPATIAL/GIS 2022: 17:1-17:4 - [c15]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: 4279-4289 - [c14]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: 4872-4873 - [i11]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 abs/2205.00657 (2022) - 2021
- [c13]Toru Shimizu, Takahiro Yabe, Kota Tsubouchi:
Improving Land Use Classification using Human Mobility-based Hierarchical Place Embeddings. PerCom Workshops 2021: 305-311 - [i10]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 abs/2107.14297 (2021) - [i9]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 abs/2110.11584 (2021) - [i8]Toru Shimizu, Kota Tsubouchi, Takahiro Yabe:
GEO-BLEU: Similarity Measure for Geospatial Sequences. CoRR abs/2112.07144 (2021) - 2020
- [j8]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): 4 (2020) - [j7]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): 36 (2020) - [c12]Toru Shimizu, Takahiro Yabe, Kota Tsubouchi:
Enabling Finer Grained Place Embeddings using Spatial Hierarchy from Human Mobility Trajectories. SIGSPATIAL/GIS 2020: 187-190 - [c11]Yanbo Pang, Kota Tsubouchi, Takahiro Yabe, Yoshihide Sekimoto:
Intercity Simulation of Human Mobility at Rare Events via Reinforcement Learning. SIGSPATIAL/GIS 2020: 293-302 - [c10]Takahiro Yabe, Kota Tsubouchi, Toru Shimizu, Yoshihide Sekimoto, Satish V. Ukkusuri:
Unsupervised Translation via Hierarchical Anchoring: Functional Mapping of Places across Cities. KDD 2020: 2841-2851 - [i7]Toru Shimizu, Takahiro Yabe, Kota Tsubouchi:
Learning Fine Grained Place Embeddings with Spatial Hierarchy from Human Mobility Trajectories. CoRR abs/2002.02058 (2020) - [i6]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 abs/2004.11121 (2020) - [i5]Takahiro Yabe, Kota Tsubouchi, Satish V. Ukkusuri:
Early Warning of COVID-19 Hotspots using Mobility of High Risk Users from Web Search Queries. CoRR abs/2010.13254 (2020)
2010 – 2019
- 2019
- [j6]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): 98:1-98:18 (2019) - [j5]Takahiro Yabe, Satish V. Ukkusuri:
Integrating information from heterogeneous networks on social media to predict post-disaster returning behavior. J. Comput. Sci. 32: 12-20 (2019) - [j4]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): 34-37 (2019) - [c9]Takahiro Yabe, Kota Tsubouchi, Toru Shimizu, Yoshihide Sekimoto, Satish V. Ukkusuri:
City2City: Translating Place Representations across Cities. SIGSPATIAL/GIS 2019: 412-415 - [c8]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: 2707-2717 - [e2]Akihito Sudo, Yoshihide Sekimoto, Lau Hoong Chin, Xuan Song, Takahiro Yabe:
Proceedings of the 2nd ACM SIGSPATIAL Workshop on Prediction of Human Mobility, PredictGIS 2018, Seattle, WA, USA, November 6, 2018. ACM 2019, ISBN 978-1-4503-6042-5 [contents] - [e1]Satish V. Ukkusuri, Kaoru Sezaki, Takahiro Yabe, Kota Tsubouchi:
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Prediction of Human Mobility, PredictGIS@SIGSPATIAL 2019, Chicago, IL, USA, November 5, 2019. ACM 2019, ISBN 978-1-4503-6964-0 [contents] - [i4]Takahiro Yabe, Kota Tsubouchi, Naoya Fujiwara, Yoshihide Sekimoto, Satish V. Ukkusuri:
Universality of population recovery patterns after disasters. CoRR abs/1905.01804 (2019) - [i3]Takahiro Yabe, Kota Tsubouchi, Toru Shimizu, Yoshihide Sekimoto, Satish V. Ukkusuri:
Predicting Evacuation Decisions using Representations of Individuals' Pre-Disaster Web Search Behavior. CoRR abs/1906.07770 (2019) - [i2]Takahiro Yabe, Kota Tsubouchi, Toru Shimizu, Yoshihide Sekimoto, Satish V. Ukkusuri:
City2City: Translating Place Representations across Cities. CoRR abs/1911.12143 (2019) - 2018
- [j3]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): 26-27 (2018) - [c7]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: 881-890 - [c6]Dheeraj Kumar, Takahiro Yabe, Satish V. Ukkusuri:
Social-Media aided Hyperlocal Help-Network Matching & Routing during Emergencies. IEEE BigData 2018: 1606-1611 - [c5]Yanbo Pang, Kota Tsubouchi, Takahiro Yabe, Yoshihide Sekimoto:
Replicating urban dynamics by generating human-like agents from smartphone GPS data. SIGSPATIAL/GIS 2018: 440-443 - [i1]Takahiro Yabe, Yoshihide Sekimoto, Kota Tsubouchi, Satoshi Ikemoto:
Cross-comparative analysis of evacuation behavior after earthquakes using mobile phone data. CoRR abs/1811.03598 (2018) - 2017
- [j2]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): 117:1-117:17 (2017) - [j1]Akihito Sudo, Takahiro Yabe, Yoshihide Sekimoto:
PredictGIS 2017 workshop report held in conjunction with ACM SIGSPATIAL 2017. ACM SIGSPATIAL Special 9(3): 30-31 (2017) - [c4]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: 5:1-5:9 - 2016
- [c3]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: 5:1-5:10 - [c2]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: 44:1-44:10 - [c1]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: 54:1-54:4
Coauthor Index
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last updated on 2024-10-07 21:20 CEST by the dblp team
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