Takahiro Yabe - RankMe

54 papers A* 4Journal 34Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	End-to-End Personalized Next Location Recommendation via Contrastive User Preference Modeling. IEEE Trans. Comput. Soc. Syst. Yan Luo, Ye Liu, Fulai Chung, Yu Liu, Takahiro Yabe
2026	J	`jnl`	Exploring Sidewalk Sheds in New York City through Chatbot Surveys and Human Computer Interaction. CoRR Junyi Li, Zhaoxi Zhang, Tamir Mendel, Takahiro Yabe
2025	J	`jnl`	Abstain Mask Retain Core: Time Series Prediction by Adaptive Masking Loss with Representation Consistency. CoRR Renzhao Liang, Sizhe Xu, Chenggang Xie, Jingru Chen, Feiyang Ren, Shu Yang, Takahiro Yabe
2025	J	`jnl`	MoE-TransMov: A Transformer-based Model for Next POI Prediction in Familiar & Unfamiliar Movements. CoRR Ruichen Tan, Jiawei Xue, Kota Tsubouchi, Takahiro Yabe, Satish V. Ukkusuri
2025	J	`jnl`	MobiCLR: Mobility Time Series Contrastive Learning for Urban Region Representations. CoRR Namwoo Kim, Takahiro Yabe, Chanyoung Park, Yoonjin Yoon
2025	J	`jnl`	Predicting Individual Irregular Mobility via Web Search-Driven Bipartite Graph Neural Networks. IEEE Trans. Knowl. Data Eng. Jiawei Xue, Takahiro Yabe, Kota Tsubouchi, Jianzhu Ma, Satish V. Ukkusuri
2024	J	`jnl`	Enhancing human mobility research with open and standardized datasets. Nat. Comput. Sci. Takahiro Yabe, Massimiliano Luca, Kota Tsubouchi, Bruno Lepri, Marta C. González, Esteban Moro
2024	J	`jnl`	Mobilkit: A Python Toolkit for Urban Resilience and Disaster Risk Management Analytics. J. Open Source Softw. Enrico Ubaldi, Takahiro Yabe, Nicholas K. W. Jones, Maham Faisal Khan, Alessandra Feliciotti, Riccardo Di Clemente, Satish V. Ukkusuri, Emanuele Strano
2024	J	`jnl`	Nationwide synthetic human mobility dataset construction from limited travel surveys and open data. Comput. Aided Civ. Infrastructure Eng. Takehiro Kashiyama, Yanbo Pang, Yuya Shibuya, Takahiro Yabe, Yoshihide Sekimoto
2024	J	`jnl`	Post-disaster recovery policy assessment of urban socio-physical systems. Comput. Environ. Urban Syst. Sangung Park, Takahiro Yabe, Satish V. Ukkusuri
2024	—	`ed.`	Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Human Mobility Prediction Challenge, HuMob2024, Atlanta, GA, USA, 29 October 2024 - 1 November 2024 HuMob-Challenge@SIGSPATIAL Takahiro Yabe, Kota Tsubouchi, Toru Shimizu
2024	J	`jnl`	The great equalizer? Mixed effects of social infrastructure on diverse encounters in cities. Comput. Environ. Urban Syst. Timothy Fraser, Takahiro Yabe, Daniel P. Aldrich, Esteban Moro
2023	—	`conf`	Building a Healthier Feed: Private Location Trace Intersection Driven Feed Recommendations. SBP-BRiMS Tobin South, Nick Lothian, Takahiro Yabe, Alex 'Sandy' Pentland
2023	J	`jnl`	Metropolitan Scale and Longitudinal Dataset of Anonymized Human Mobility Trajectories. CoRR Takahiro Yabe, Kota Tsubouchi, Toru Shimizu, Yoshihide Sekimoto, Kaoru Sezaki, Esteban Moro, Alex Pentland
2022	A*	`conf`	Data-driven Humanitarian Mapping and Policymaking: Toward Planetary-Scale Resilience, Equity, and Sustainability. KDD Snehalkumar (Neil) S. Gaikwad, Shankar Iyer, Dalton D. Lunga, Takahiro Yabe, Xiaofan Liang, Bhavani Ananthabhotla, Nikhil Behari, Sreelekha Guggilam, Guanghua Chi
2022	J	`jnl`	Early warning of COVID-19 hotspots using human mobility and web search query data. Comput. Environ. Urban Syst. Takahiro Yabe, Kota Tsubouchi, Yoshihide Sekimoto, Satish V. Ukkusuri
2022	—	`conf`	GEO-BLEU: similarity measure for geospatial sequences. SIGSPATIAL/GIS Toru Shimizu, Kota Tsubouchi, Takahiro Yabe
2022	J	`jnl`	Mobile phone location data for disasters: A review from natural hazards and epidemics. Comput. Environ. Urban Syst. Takahiro Yabe, Nicholas K. W. Jones, P. Suresh C. Rao, Marta C. González, Satish V. Ukkusuri
2022	A*	`conf`	Multiwave COVID-19 Prediction from Social Awareness Using Web Search and Mobility Data. KDD Jiawei Xue, Takahiro Yabe, Kota Tsubouchi, Jianzhu Ma, Satish V. Ukkusuri
2022	J	`jnl`	Pseudo-PFLOW: Development of nationwide synthetic open dataset for people movement based on limited travel survey and open statistical data. CoRR Takehiro Kashiyama, Yanbo Pang, Yoshihide Sekimoto, Takahiro Yabe
2022	J	`jnl`	Quantifying the spatial homogeneity of urban road networks via graph neural networks. Nat. Mach. Intell. Jiawei Xue, Nan Jiang, Senwei Liang, Qiyuan Pang, Takahiro Yabe, Satish V. Ukkusuri, Jianzhu Ma
2021	J	`jnl`	GEO-BLEU: Similarity Measure for Geospatial Sequences. CoRR Toru Shimizu, Kota Tsubouchi, Takahiro Yabe
2021	—	`conf`	Improving Land Use Classification using Human Mobility-based Hierarchical Place Embeddings. PerCom Workshops Toru Shimizu, Takahiro Yabe, Kota Tsubouchi
2021	J	`jnl`	Mobilkit: A Python Toolkit for Urban Resilience and Disaster Risk Management Analytics using High Frequency Human Mobility Data. CoRR Enrico Ubaldi, Takahiro Yabe, Nicholas K. W. Jones, Maham Faisal Khan, Satish V. Ukkusuri, Emanuele Strano
2021	J	`jnl`	Multiwave COVID-19 Prediction via Social Awareness-Based Graph Neural Networks using Mobility and Web Search Data. CoRR Jiawei Xue, Takahiro Yabe, Kota Tsubouchi, Jianzhu Ma, Satish V. Ukkusuri
2020	J	`jnl`	Correction to: Mobile phone data reveals the importance of pre-disaster inter-city social ties for recovery after Hurricane Maria. Appl. Netw. Sci. Takahiro Yabe, Satish V. Ukkusuri, P. Suresh C. Rao
2020	J	`jnl`	Early Warning of COVID-19 Hotspots using Mobility of High Risk Users from Web Search Queries. CoRR Takahiro Yabe, Kota Tsubouchi, Satish V. Ukkusuri
2020	—	`conf`	Enabling Finer Grained Place Embeddings using Spatial Hierarchy from Human Mobility Trajectories. SIGSPATIAL/GIS Toru Shimizu, Takahiro Yabe, Kota Tsubouchi
2020	—	`conf`	Intercity Simulation of Human Mobility at Rare Events via Reinforcement Learning. SIGSPATIAL/GIS Yanbo Pang, Kota Tsubouchi, Takahiro Yabe, Yoshihide Sekimoto
2020	J	`jnl`	Learning Fine Grained Place Embeddings with Spatial Hierarchy from Human Mobility Trajectories. CoRR Toru Shimizu, Takahiro Yabe, Kota Tsubouchi
2020	J	`jnl`	Quantifying the Economic Impact of Extreme Shocks on Businesses using Human Mobility Data: a Bayesian Causal Inference Approach. CoRR Takahiro Yabe, Yunchang Zhang, Satish V. Ukkusuri
2020	J	`jnl`	Quantifying the economic impact of disasters on businesses using human mobility data: a Bayesian causal inference approach. EPJ Data Sci. Takahiro Yabe, Yunchang Zhang, Satish V. Ukkusuri
2020	A*	`conf`	Unsupervised Translation via Hierarchical Anchoring: Functional Mapping of Places across Cities. KDD Takahiro Yabe, Kota Tsubouchi, Toru Shimizu, Yoshihide Sekimoto, Satish V. Ukkusuri
2019	—	`conf`	City2City: Translating Place Representations across Cities. SIGSPATIAL/GIS Takahiro Yabe, Kota Tsubouchi, Toru Shimizu, Yoshihide Sekimoto, Satish V. Ukkusuri
2019	J	`jnl`	City2City: Translating Place Representations across Cities. CoRR Takahiro Yabe, Kota Tsubouchi, Toru Shimizu, Yoshihide Sekimoto, Satish V. Ukkusuri
2019	J	`jnl`	Integrating information from heterogeneous networks on social media to predict post-disaster returning behavior. J. Comput. Sci. Takahiro Yabe, Satish V. Ukkusuri
2019	J	`jnl`	Mobile phone data reveals the importance of pre-disaster inter-city social ties for recovery after Hurricane Maria. Appl. Netw. Sci. Takahiro Yabe, Satish V. Ukkusuri, P. Suresh C. Rao
2019	J	`jnl`	PredictGIS 2019 workshop report: Held in conjunction with ACM SIGSPATIAL 2019. ACM SIGSPATIAL Special Satish V. Ukkusuri, Kaoru Sezaki, Takahiro Yabe, Kota Tsubouchi
2019	A*	`conf`	Predicting Evacuation Decisions using Representations of Individuals' Pre-Disaster Web Search Behavior. KDD Takahiro Yabe, Kota Tsubouchi, Toru Shimizu, Yoshihide Sekimoto, Satish V. Ukkusuri
2019	J	`jnl`	Predicting Evacuation Decisions using Representations of Individuals' Pre-Disaster Web Search Behavior. CoRR Takahiro Yabe, Kota Tsubouchi, Toru Shimizu, Yoshihide Sekimoto, Satish V. Ukkusuri
2019	—	`ed.`	Proceedings of the 2nd ACM SIGSPATIAL Workshop on Prediction of Human Mobility, PredictGIS 2018, Seattle, WA, USA, November 6, 2018 PredictGIS@SIGSPATIAL Akihito Sudo, Yoshihide Sekimoto, Lau Hoong Chin, Xuan Song, Takahiro Yabe
2019	—	`ed.`	Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Prediction of Human Mobility, PredictGIS@SIGSPATIAL 2019, Chicago, IL, USA, November 5, 2019 PredictGIS@SIGSPATIAL Satish V. Ukkusuri, Kaoru Sezaki, Takahiro Yabe, Kota Tsubouchi
2019	J	`jnl`	Universality of population recovery patterns after disasters. CoRR Takahiro Yabe, Kota Tsubouchi, Naoya Fujiwara, Yoshihide Sekimoto, Satish V. Ukkusuri
2018	J	`jnl`	Cross-comparative analysis of evacuation behavior after earthquakes using mobile phone data. CoRR Takahiro Yabe, Yoshihide Sekimoto, Kota Tsubouchi, Satoshi Ikemoto
2018	—	`conf`	Fusion of Terrain Information and Mobile Phone Location Data for Flood Area Detection in Rural Areas. IEEE BigData Takahiro Yabe, Kota Tsubouchi, Yoshihide Sekimoto
2018	J	`jnl`	Predictgis 2018 workshop report held in conjunction with ACM SIGSPATIAL 2018. ACM SIGSPATIAL Special Akihito Sudo, Yoshihide Sekimoto, Lau Honng Chuin, Xuan Song, Takahiro Yabe
2018	—	`conf`	Replicating urban dynamics by generating human-like agents from smartphone GPS data. SIGSPATIAL/GIS Yanbo Pang, Kota Tsubouchi, Takahiro Yabe, Yoshihide Sekimoto
2018	—	`conf`	Social-Media aided Hyperlocal Help-Network Matching & Routing during Emergencies. IEEE BigData Dheeraj Kumar, Takahiro Yabe, Satish V. Ukkusuri
2017	J	`jnl`	CityFlowFragility: Measuring the Fragility of People Flow in Cities to Disasters using GPS Data Collected from Smartphones. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Takahiro Yabe, Kota Tsubouchi, Yoshihide Sekimoto
2017	—	`conf`	Modeling and reproducing human daily travel behavior from GPS data: A Markov Decision Process approach. PredictGIS@SIGSPATIAL Yanbo Pang, Kota Tsubouchi, Takahiro Yabe, Yoshihide Sekimoto
2017	J	`jnl`	PredictGIS 2017 workshop report held in conjunction with ACM SIGSPATIAL 2017. ACM SIGSPATIAL Special Akihito Sudo, Takahiro Yabe, Yoshihide Sekimoto
2016	—	`conf`	A framework for evacuation hotspot detection after large scale disasters using location data from smartphones: case study of Kumamoto earthquake. SIGSPATIAL/GIS Takahiro Yabe, Kota Tsubouchi, Akihito Sudo, Yoshihide Sekimoto
2016	—	`conf`	Particle filter for real-time human mobility prediction following unprecedented disaster. SIGSPATIAL/GIS Akihito Sudo, Takehiro Kashiyama, Takahiro Yabe, Hiroshi Kanasugi, Xuan Song, Tomoyuki Higuchi, Shin'ya Nakano, Masaya M. Saito, Yoshihide Sekimoto
2016	—	`conf`	Predicting irregular individual movement following frequent mid-level disasters using location data from smartphones. SIGSPATIAL/GIS Takahiro Yabe, Kota Tsubouchi, Akihito Sudo, Yoshihide Sekimoto