Song Xuan 宋軒

… Alternative Names

SONG Xuan 宋軒

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Researcher Number	20600737
Other IDs
Affiliation (based on the past Project Information) *help	2023: 東京大学, 空間情報科学研究センター, 准教授 2017 – 2019: 東京大学, 空間情報科学研究センター, 准教授 2014 – 2015: 東京大学, 空間情報科学研究センター, 特任准教授 2011 – 2012: 東京大学, 空間情報科学研究センター, 特任助教
Review Section/Research Field	Principal Investigator Intelligent informatics / Perception information processing/Intelligent robotics Except Principal Investigator Basic Section 22050:Civil engineering plan and transportation engineering-related
Keywords	Principal Investigator Disaster Informatics / Internet of Things / Urban Computing / Artificial Intelligence / Big Data and Data Mining / Big Data Application / Data Mining / Human Mobility / Online Learning / Sensor Fusion / Abnormality Detection / Intelligent Surveillance … More Except Principal Investigator … More プライバシー / データセキュリティ / 社会公益利用 / 社会受容性 / トラスト / データポータビリティ / 社会公益 / 個人情報 Less

Exploring social values of personal activity data obtained through data portability right
- Principal Investigator
  
  柴崎亮介
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 22050:Civil engineering plan and transportation engineering-related
- Research Institution
  Reitaku University
DeepMob: Learning Deep Models from Big and Heterogeneous Data for Next-generation Urban Emergency ManagementPrincipal Investigator
- Principal Investigator
  
  Song Xuan
- Project Period (FY)
  2017 – 2019
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Intelligent informatics
- Research Institution
  The University of Tokyo
Next-Generation of Urban Emergency Management: When human mobility prediction meets Big DataPrincipal Investigator
- Principal Investigator
  
  Song Xuan
- Project Period (FY)
  2014 – 2015
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Intelligent informatics
- Research Institution
  The University of Tokyo
Abnormal Activity Detection in High Density and Complex Public AreasPrincipal Investigator
- Principal Investigator
  
  SONG Xuan
- Project Period (FY)
  2011 – 2012
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Perception information processing/Intelligent robotics
- Research Institution
  The University of Tokyo

All 2019 2018 2016 2015 2014 2013 2012 2011 Other

All Journal Article Presentation

[Journal Article] DeepUrbanEvent: A System for Predicting Citywide Crowd Dynamics at Big Events2019
- Author(s)
  Jiang Renhe、Song Xuan、Huang Dou、Song Xiaoya、Xia Tianqi、Cai Zekun、Wang Zhaonan、Kim Kyoung-Sook、Shibasaki Ryosuke
- Journal Title
  
  KDD '19: Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining
  
  Volume: － Pages: 2114-2122
- DOI
  10.1145/3292500.3330654
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H01784, KAKENHI-PROJECT-17H06108
[Journal Article] Measuring spatio-temporal accessibility to emergency medical services through big GPS data2019
- Author(s)
  Xia Tianqi、Song Xuan、Zhang Haoran、Song Xiaoya、Kanasugi Hiroshi、Shibasaki Ryosuke
- Journal Title
  
  Health & Place
  
  Volume: 56 Pages: 53-62
- DOI
  10.1016/j.healthplace.2019.01.012
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H01784, KAKENHI-PROJECT-17H06108
[Journal Article] Deep Multiple Instance Learning for Human Trajectory Identification2019
- Author(s)
  Fan Zipei、Chen Quanjun、Jiang Renhe、Shibasaki Ryosuke、Song Xuan、Tsubouchi Kota
- Journal Title
  
  SIGSPATIAL '19: Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
  
  Volume: － Pages: 512-515
- DOI
  10.1145/3347146.3359342
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H01784, KAKENHI-PROJECT-17H06108
[Journal Article] Decentralized Attention-based Personalized Human Mobility Prediction2019
- Author(s)
  Fan Zipei、Song Xuan、Jiang Renhe、Chen Quanjun、Shibasaki Ryosuke
- Journal Title
  
  Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
  
  Volume: 3 Issue: 4 Pages: 1-26
- DOI
  10.1145/3369830
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H01784, KAKENHI-PROJECT-17H06108
[Journal Article] Mobile phone GPS data in urban bicycle-sharing: Layout optimization and emissions reduction analysis2019
- Author(s)
  Zhang Haoran、Song Xuan、Long Yin、Xia Tianqi、Fang Kai、Zheng Jianqin、Huang Dou、Shibasaki Ryosuke、Liang Yongtu
- Journal Title
  
  Applied Energy
  
  Volume: 242 Pages: 138-147
- DOI
  10.1016/j.apenergy.2019.03.119
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H01784
[Journal Article] DeepRailway: A Deep Learning System for Forecasting Railway Traffic2018
- Author(s)
  Xia Tianqi、Song Xuan、Fan Zipei、Kanasugi Hiroshi、Chen QuanJun、Jiang Renhe、Shibasaki Ryosuke
- Journal Title
  
  2019 IEEE Conference on Multimedia Information Processing and Retrieval (MIPR)
  
  Volume: N/A Pages: 51-56
- DOI
  10.1109/mipr.2018.00017
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H06108, KAKENHI-PROJECT-17H01784
[Journal Article] DeepUrbanMomentum: An Online Deep-Learning System for Short-Term Urban Mobility Prediction2018
- Author(s)
  Renhe Jiang, Xuan Song, Zipei Fan, Tianqi Xia, Quanjun Chen, Satoshi Miyazawa, Ryosuke Shibasaki
- Journal Title
  
  Prof. of Thirty-Second AAAI Conference on Artificial Intelligence (AAAI) 2018
  
  Volume: 1 Pages: 784-791
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17H01784
[Journal Article] Deep ROI-Based Modeling for Urban Human Mobility Prediction2018
- Author(s)
  Jiang Renhe、Song Xuan、Fan Zipei、Xia Tianqi、Chen Quanjun、Chen Qi、Shibasaki Ryosuke
- Journal Title
  
  Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
  
  Volume: 2 Issue: 1 Pages: 1-29
- DOI
  10.1145/3191746
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17H01784
[Journal Article] A Context-Aware Nonnegative Matrix Factorization Framework for Traffic Accident Risk Estimation via Heterogeneous Data2018
- Author(s)
  Chen Quanjun、Song Xuan、Fan Zipei、Xia Tianqi、Yamada Harutoshi、Shibasaki Ryosuke
- Journal Title
  
  Proc. of 2018 IEEE Conference on Multimedia Information Processing and Retrieval (MIPR)
  
  Volume: 1 Pages: 346-351
- DOI
  10.1109/mipr.2018.00077
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17H01784
[Journal Article] Battery electric vehicles in Japan: Human mobile behavior based adoption potential analysis and policy target response2018
- Author(s)
  Zhang Haoran、Song Xuan、Xia Tianqi、Yuan Meng、Fan Zipei、Shibasaki Ryosuke、Liang Yongtu
- Journal Title
  
  Applied Energy
  
  Volume: 220 Pages: 527-535
- DOI
  10.1016/j.apenergy.2018.03.105
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17H01784
[Journal Article] Online Deep Ensemble Learning for Predicting Citywide Human Mobility2018
- Author(s)
  Fan Zipei、Song Xuan、Xia Tianqi、Jiang Renhe、Shibasaki Ryosuke、Sakuramachi Ritsu
- Journal Title
  
  Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
  
  Volume: 2 Issue: 3 Pages: 1-21
- DOI
  10.1145/3264915
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H06108, KAKENHI-PROJECT-17H01784
[Journal Article] Learning Deep Representation from Big and Heterogeneous Data for Traffic Accident Inference2016
- Author(s)
  Chen, X. Song, H. Yamada, R. Shibasaki
- Journal Title
  
  Proc. of Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI 2016)
  
  Volume: 1 Pages: 657-663
- Peer Reviewed / Acknowledgement Compliant / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26730113
[Journal Article] CityMomentum: an online approach for crowd behavior prediction at a citywide level2015
- Author(s)
  Z. Fan, X. Song, R. Shibasaki, R. Adachi
- Journal Title
  
  Proc. of ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2015)
  
  Volume: 1 Pages: 559-569
- DOI
  10.1145/2750858.2804277
- Peer Reviewed / Acknowledgement Compliant / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26730113
[Journal Article] A Simulator of Human Emergency Mobility Following Disasters: Knowledge Transfer from Big Disaster Data2015
- Author(s)
  Xuan Song, Quanshi Zhang, Yoshihide Sekimoto, Ryosuke Shibasaki, Nicholas Jing Yuan, Xing Xie
- Journal Title
  
  Proc. of Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI)
  
  Volume: 1 Pages: 730-736
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-26730113
[Journal Article] Optimization of Causative Factors for Landslide Susceptibility Evaluation using Remote Sensing and GIS data in parts of Niigata, Japan2015
- Author(s)
  J Dou, D.T Bui, A.P. Yunus, K. Jia, X. Song, I. Revhaug, H. Xia, Z. Zhu
- Journal Title
  
  PLoS ONE
  
  Volume: 10 Issue: 7 Pages: 1-29
- DOI
  10.1371/journal.pone.0133262
- Peer Reviewed / Acknowledgement Compliant / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26730113
[Journal Article] Prediction of human emergency behavior and their mobility following large-scale disaster2014
- Author(s)
  Xuan Song, Quanshi Zhang, Yoshihide Sekimoto, Ryosuke Shibasaki
- Journal Title
  
  Proc. of 20th SIGKDD conference on Knowledge Discovery and Data Mining (KDD 2014)
  
  Volume: 1 Pages: 5-14
- DOI
  10.1145/2623330.2623628
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-26730113
[Journal Article] Intelligent System for Urban Emergency Management during Large-Scale Disaster2014
- Author(s)
  Xuan Song, Quanshi Zhang, Yoshihide Sekimoto, Ryosuke Shibasaki
- Journal Title
  
  Proc. of Twenty-Eighth AAAI Conference on Artificial Intelligence (AAAI)
  
  Volume: 1 Pages: 458-464
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-26730113
[Journal Article] CitySpectrum: a non-negative tensor factorization approach2014
- Author(s)
  Zipei Fan, Xuan Song, Ryosuke Shibasaki
- Journal Title
  
  Proc. of ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp) 2014
  
  Volume: 1 Pages: 213-223
- DOI
  10.1145/2632048.2636073
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-26730113
[Journal Article] Unsupervised 3D Category Discovery and Point Labeling from a Large Urban Environment2013
- Author(s)
  Q. Zhang, X. Song, X. Shao, H. Zhao, R. Shibasaki
- Journal Title
  
  Proc. of IEEE International Conference on Robotics and Automation (ICRA)
  
  Volume: In press
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23700192
[Journal Article] A Fully Online and Unsupervised System for Large and High Density Area Surveillance: Tracking, Semantic Scene Learning and Abnormality Detection2013
- Author(s)
  X. Song, X. Shao, Q. Zhang, R. Shibasaki, H. Zhao, J. Cui, H. Zha
- Journal Title
  
  ACM Transactions on Intelligent Systems and Technology (ACM-TIST)
  
  Volume: 4(2) Pages: 20-20
- Data Source
  KAKENHI-PROJECT-23700192
[Journal Article] Unsupervised skeleton extraction and motion capture from 3D deformable matching2013
- Author(s)
  Q. Zhang, X. Song, X. Shao, R. Shibasaki, H. Zhao
- Journal Title
  
  Neurocomputing
  
  Volume: 100-16 Pages: 170-182
- DOI
  10.1016/j.neucom.2011.11.032
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23700192
[Journal Article] Unsupervised 3D Category Discovery and Point Labeling from a LargeUrban Environment2013
- Author(s)
  Q. Zhang, X. Song, X. Shao, H. Zhao, R. Shibasaki
- Journal Title
  
  to appear in Proc. of IEEE International Conference on Robotics and Automation (ICRA)
- Data Source
  KAKENHI-PROJECT-23700192
[Journal Article] A Novel Dynamic Model for Multiple Pedestrians Tracking in Extremely Crowded Scenarios2013
- Author(s)
  X. Song, X. Shao, Q. Zhang, R. Shibasaki, H. Zhao, H. Zha
- Journal Title
  
  Information Fusion
  
  Volume: 14-3 Issue: 3 Pages: 301-310
- DOI
  10.1016/j.inffus.2012.08.004
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23700192
[Journal Article] Fully Online and Unsupervised System for Large and High Density Area Surveillance: Tracking, Semantic Scene Learning and Abnormality Detection2013
- Author(s)
  X. Song, X. Shao, Q. Zhang, R. Shibasaki, H. Zhao, J. Cui, H. Zha,
- Journal Title
  
  ACM Transactions on Intelligent Systems and Technology (ACM-TIST)
  
  Volume: 4-2 Issue: 2 Pages: 21-21
- DOI
  10.1145/2438653.2438670
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23700192
[Journal Article] Just a Single Labeling for Structural Knowledge Modeling2013
- Author(s)
  Q. Zhang, X. Song, X. Shao, H. Zhao, R. Shibasaki
- Journal Title
  
  to appear in Proc.of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR)
- Data Source
  KAKENHI-PROJECT-23700192
[Journal Article] An Online System for Multiple Interacting Targets Tracking: Fusion of Laser and Vision, Tracking and Learning2013
- Author(s)
  X. Song, H. Zhao, J. Cui, X. Shao, R. Shibasaki, H. Zha
- Journal Title
  
  ACM Transactions on Intelligent Systems and Technology (ACM-TIST)
  
  Volume: 4(1) Pages: 18-18
- Data Source
  KAKENHI-PROJECT-23700192
[Journal Article] Unsupervised skeleton extraction and motion capture from 3D deformable matching2013
- Author(s)
  Q. Zhang, X. Song, X. Shao, R. Shibasaki, H. Zhao
- Journal Title
  
  Neurocomputing, Elsevier
  
  Pages: 170-182
- Data Source
  KAKENHI-PROJECT-23700192
[Journal Article] Category Modeling from just a Single Labeling: Use Depth Information to Guide the Learning of 2D Models2013
- Author(s)
  Q. Zhang, X. Song, X. Shao, H. Zhao, R. Shibasaki
- Journal Title
  
  Proc. of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR)
  
  Volume: In press
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23700192
[Journal Article] Laser-based Tracking of Multiple Interacting Pedestrians via On-line Learning2013
- Author(s)
  X. Song, J. Cui, H. Zhao, H. Zha, R. Shibasaki
- Journal Title
  
  Neurocomputing
  
  Volume: In press Pages: 92-105
- DOI
  10.1016/j.neucom.2013.02.001
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23700192
[Journal Article] Unsupervised Skeleton Extraction and Motion Capture from 3D Point Cloud Sequences2012
- Author(s)
  Q. Zhang, X. Song, X. Shao, R. Shibasaki, H. Zhao
- Journal Title
  
  to appear in Neurocomputing
  
  Volume: In press
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23700192
[Journal Article] An Online System for Multiple Interacting Targets Tracking: Fusion of Laser and Vision, Tracking and Learning2012
- Author(s)
  X. Song, H. Zhao, J. Cui, X. Shao, R. Shibasaki, H. Zha
- Journal Title
  
  to appear in ACM Transactions on Intelligent Systems and Technology.
  
  Volume: In press
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23700192
[Journal Article] Laser-based Intelligent Surveillance and Abnormality Detection in Extremely Crowded Scenarios2012
- Author(s)
  X. Song, X. Shao, Q. Zhang, R. Shibasaki, H. Zhao, H. Zha
- Journal Title
  
  Proc. of IEEE International Conference on Robotics and Automation (ICRA)
  
  Pages: 2170-2176
- Data Source
  KAKENHI-PROJECT-23700192
[Journal Article] Laser-based Intelligent Surveillance and Abnormality Detection in Extremely Crowded Scenarios2012
- Author(s)
  X. Song, X. Shao, Q. Zhang, R. Shibasaki, H. Zhao, H. Zha
- Journal Title
  
  to appear in Proc. of IEEE International Conference on Robotics and Automation (ICRA)
  
  Volume: In press
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23700192
[Journal Article] A Novel Dynamic Model for Multiple Pedestrians Tracking in Extremely Crowded Scenarios2012
- Author(s)
  X. Song, X. Shao, Q. Zhang, R. Shibasaki, H. Zhao, H. Zha
- Journal Title
  
  Information Fusion, Elsevier
- Data Source
  KAKENHI-PROJECT-23700192
[Journal Article] A Fully Online and Unsupervised System for Large and High Density Area Surveillance: Tracking, Semantic Scene Learning and Abnormality Detection2012
- Author(s)
  X. Song, X. Shao, Q. Zhang, R. Shibasaki, H. Zhao, J. Cui, H. Zha
- Journal Title
  
  to appear in ACM Transactions on Intelligent Systems and Technology.
  
  Volume: In press
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23700192
[Journal Article] A novel laser-based system: Fully online detection of abnormal activity via an unsupervised method2011
- Author(s)
  X. Song, X. Shao, R. Shibasaki, H. Zhao, J. Cui, H. Zha
- Journal Title
  
  Proc. of IEEE International Conference on Robotics and Automation (ICRA)
  
  Volume: 1 Pages: 1317-1322
- DOI
  10.1109/icra.2011.5979752
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23700192
[Journal Article] Laser-based Tracking of Multiple Interacting Pedestrians via On-line Learning
- Author(s)
  X. Song, J. Cui, H. Zhao, H. Zha, R. Shibasaki
- Journal Title
  
  Neurocomputing, Elsevier
- Data Source
  KAKENHI-PROJECT-23700192
[Presentation] Laser-based Intelligent Surveillance and Abnormality Detection in Extremely Crowded Scenarios2012
- Author(s)
  Xuan Song
- Organizer
  IEEE Robotics and Automation Society
- Place of Presentation
  セントポール，アメリカ合衆国
- Data Source
  KAKENHI-PROJECT-23700192
[Presentation] A novel laser-based system: Fully online detection of abnormal activity via an unsupervised method2011
- Author(s)
  Xuan Song
- Organizer
  IEEE International Conference on Robotics and Automation (ICRA)
- Place of Presentation
  Shanghai,China
- Data Source
  KAKENHI-PROJECT-23700192
[Presentation] Laser-based Intelligent Surveillance and Abnormality Detection in Extremely Crowded Scenarios
- Author(s)
  X. Song, X. Shao, Q. Zhang, R. Shibasaki, H. Zhao, H. Zha
- Organizer
  IEEE Robotics and Automation Society
- Data Source
  KAKENHI-PROJECT-23700192
[Presentation] Prediction of human emergency behavior and their mobility following large-scale disaster
- Author(s)
  Xuan Song
- Organizer
  SIGKDD conference on Knowledge Discovery and Data Mining (KDD 2014)
- Place of Presentation
  New York, US
- Year and Date
  2014-08-24 – 2014-08-27
- Data Source
  KAKENHI-PROJECT-26730113
[Presentation] Intelligent System for Urban Emergency Management during Large-Scale Disaster
- Author(s)
  Xuan Song
- Organizer
  Twenty-Eighth AAAI Conference on Artificial Intelligence (AAAI)
- Place of Presentation
  Quebec, Canada
- Year and Date
  2014-07-27 – 2014-07-31
- Data Source
  KAKENHI-PROJECT-26730113

1. 柴崎亮介 (70206126)

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results
2. FAN ZIPEI (70835397)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

Song Xuan 宋 軒

SONG Xuan 宋 軒

Research Projects

Research Products

Co-Researchers

Exploring social values of personal activity data obtained through data portability right

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

DeepMob: Learning Deep Models from Big and Heterogeneous Data for Next-generation Urban Emergency ManagementPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Next-Generation of Urban Emergency Management: When human mobility prediction meets Big DataPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Abnormal Activity Detection in High Density and Complex Public AreasPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] DeepUrbanEvent: A System for Predicting Citywide Crowd Dynamics at Big Events2019

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Measuring spatio-temporal accessibility to emergency medical services through big GPS data2019

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Deep Multiple Instance Learning for Human Trajectory Identification2019

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Decentralized Attention-based Personalized Human Mobility Prediction2019

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Mobile phone GPS data in urban bicycle-sharing: Layout optimization and emissions reduction analysis2019

Author(s)

Journal Title

DOI

Data Source

[Journal Article] DeepRailway: A Deep Learning System for Forecasting Railway Traffic2018

Author(s)

Journal Title

DOI

Data Source

[Journal Article] DeepUrbanMomentum: An Online Deep-Learning System for Short-Term Urban Mobility Prediction2018

Author(s)

Journal Title

Data Source

[Journal Article] Deep ROI-Based Modeling for Urban Human Mobility Prediction2018

Author(s)

Journal Title

DOI

Data Source

[Journal Article] A Context-Aware Nonnegative Matrix Factorization Framework for Traffic Accident Risk Estimation via Heterogeneous Data2018

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Battery electric vehicles in Japan: Human mobile behavior based adoption potential analysis and policy target response2018

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Online Deep Ensemble Learning for Predicting Citywide Human Mobility2018

Author(s)

Song Xuan 宋軒

SONG Xuan 宋軒