Xuan Song

发表

Unsupervised skeleton extraction and motion capture from 3D deformable matching

Xuan Song, Quanshi Zhang, Ryosuke Shibasaki, 2013, Neurocomputing.

A Collaborative Filtering Approach to Citywide Human Mobility Completion from Sparse Call Records

Xuan Song, Ryosuke Shibasaki, Ayumi Arai, 2016, IJCAI.

Probabilistic Detection-based Particle Filter for Multi-target Tracking

Xuan Song, Hongbin Zha, Huijing Zhao, 2008, BMVC.

Bayesian fusion of laser and vision for multiple People Detection and tracking

Xuan Song, Hongbin Zha, Huijing Zhao, 2008, 2008 SICE Annual Conference.

Online Deep Ensemble Learning for Predicting Citywide Human Mobility

Xuan Song, Ryosuke Shibasaki, Tianqi Xia, 2018, Proc. ACM Interact. Mob. Wearable Ubiquitous Technol..

Editorial Introduction to the Special Issue on Multimedia Big Data for Extreme Events

Xuan Song, Ryosuke Shibasaki, Tao Li, 2018, IEEE Trans. Multim..

Attributed Graph Mining and Matching: An Attempt to Define and Extract Soft Attributed Patterns

Xuan Song, Quanshi Zhang, Ryosuke Shibasaki, 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

Start from minimum labeling: Learning of 3D object models and point labeling from a large and complex environment

Xuan Song, Quanshi Zhang, Ryosuke Shibasaki, 2014, 2014 IEEE International Conference on Robotics and Automation (ICRA).

Assessment of Soil Erosion in Water Source Area of the Danjiangkou Reservoir Using USLE and GIS

Xuan Song, Yongli Ma, Liping Du, 2011, ICICA.

Arable Land Quality Assessment System Development and Its Application Based on ArcGIS Engine

Xuan Song, Jie Chen, Xiaobing Liu, 2013, J. Softw..

A Variational Autoencoder Based Generative Model of Urban Human Mobility

Xuan Song, Ryosuke Shibasaki, Yu Zhang, 2019, 2019 IEEE Conference on Multimedia Information Processing and Retrieval (MIPR).

Learning Graph Matching: Oriented to Category Modeling from Cluttered Scenes

Xuan Song, Quanshi Zhang, Ryosuke Shibasaki, 2013, 2013 IEEE International Conference on Computer Vision.

Fusion of laser and vision for multiple targets tracking via on-line learning

Xuan Song, Ryosuke Shibasaki, Hongbin Zha, 2010, 2010 IEEE International Conference on Robotics and Automation.

CityMomentum: an online approach for crowd behavior prediction at a citywide level

Xuan Song, Ryosuke Shibasaki, Zipei Fan, 2015, UbiComp.

Laser-based intelligent surveillance and abnormality detection in extremely crowded scenarios

Xuan Song, Quanshi Zhang, Ryosuke Shibasaki, 2012, 2012 IEEE International Conference on Robotics and Automation.

Deep ROI-Based Modeling for Urban Human Mobility Prediction

Xuan Song, Ryosuke Shibasaki, Tianqi Xia, 2018, Proc. ACM Interact. Mob. Wearable Ubiquitous Technol..

DeepRailway: A Deep Learning System for Forecasting Railway Traffic

Xuan Song, Ryosuke Shibasaki, Tianqi Xia, 2018, 2018 IEEE Conference on Multimedia Information Processing and Retrieval (MIPR).

Integrating GPS trajectory and topics from Twitter stream for human mobility estimation

Xuan Song, Ryosuke Shibasaki, Tianqi Xia, 2017, Frontiers of Computer Science.

A novel dynamic model for multiple pedestrians tracking in extremely crowded scenarios

Xuan Song, Quanshi Zhang, Ryosuke Shibasaki, 2013, Inf. Fusion.

Tracking interacting targets with laser scanner via on-line supervised learning

Xuan Song, Xulei Wang, Hongbin Zha, 2008, 2008 IEEE International Conference on Robotics and Automation.

Learning Deep Representation from Big and Heterogeneous Data for Traffic Accident Inference

Xuan Song, Ryosuke Shibasaki, Quanjun Chen, 2016, AAAI.

Visual graph mining for graph matching

Xuan Song, Quanshi Zhang, Ryosuke Shibasaki, 2019, Comput. Vis. Image Underst..

DeepMob

Xuan Song, Ryosuke Shibasaki, Nicholas Jing Yuan, 2017, ACM Trans. Inf. Syst..

From RGB-D Images to RGB Images

Xuan Song, Quanshi Zhang, Ryosuke Shibasaki, 2015, ACM Trans. Intell. Syst. Technol..

Prediction of human emergency behavior and their mobility following large-scale disaster

Xuan Song, Quanshi Zhang, Yoshihide Sekimoto, 2014, KDD.

When 3D Reconstruction Meets Ubiquitous RGB-D Images

Xuan Song, Quanshi Zhang, Ryosuke Shibasaki, 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

Combining Laser-Scanning Data and Images for Target Tracking and Scene Modeling

Xuan Song, Hongbin Zha, Huijing Zhao, 2009, ISRR.

DeepUrbanMomentum: An Online Deep-Learning System for Short-Term Urban Mobility Prediction

Xuan Song, Ryosuke Shibasaki, Tianqi Xia, 2018, AAAI.

Modeling and probabilistic reasoning of population evacuation during large-scale disaster

Xuan Song, Quanshi Zhang, Yoshihide Sekimoto, 2013, KDD.

Intelligent System for Urban Emergency Management during Large-Scale Disaster

Xuan Song, Quanshi Zhang, Yoshihide Sekimoto, 2014, AAAI.

Unsupervised 3D category discovery and point labeling from a large urban environment

Xuan Song, Quanshi Zhang, Ryosuke Shibasaki, 2013, 2013 IEEE International Conference on Robotics and Automation.

DeepTransport: Prediction and Simulation of Human Mobility and Transportation Mode at a Citywide Level

Xuan Song, Ryosuke Shibasaki, Hiroshi Kanasugi, 2016, IJCAI.

A Context-Aware Nonnegative Matrix Factorization Framework for Traffic Accident Risk Estimation via Heterogeneous Data

Xuan Song, Ryosuke Shibasaki, Tianqi Xia, 2018, 2018 IEEE Conference on Multimedia Information Processing and Retrieval (MIPR).

Object Discovery: Soft Attributed Graph Mining

Xuan Song, Quanshi Zhang, Ryosuke Shibasaki, 2016, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Particle filter for real-time human mobility prediction following unprecedented disaster

Xuan Song, Yoshihide Sekimoto, Tomoyuki Higuchi, 2016, SIGSPATIAL/GIS.

Outbound behavior analysis through social network data: A case study of Chinese people in Japan

Xuan Song, Ryosuke Shibasaki, Tianqi Xia, 2017, 2017 IEEE International Conference on Big Data (Big Data).

Development of a Low-Cost Parallel Kinematic Machine for Multidirectional Additive Manufacturing

Xuan Song, Yong Chen, Yayue Pan, 2015 .

Visual Analysis of Spatio-Temporal Distribution and Retweet Relation in Weibo Event

Xuan Song, Haisheng Li, Qiang Cai, 2018, 2018 IEEE International Conference on Big Data and Smart Computing (BigComp).

A novel laser-based system: Fully online detection of abnormal activity via an unsupervised method

Xuan Song, Ryosuke Shibasaki, Hongbin Zha, 2011, 2011 IEEE International Conference on Robotics and Automation.

Intelligent System for Human Behavior Analysis and Reasoning Following Large-Scale Disasters

Xuan Song, Quanshi Zhang, Yoshihide Sekimoto, 2013, IEEE Intelligent Systems.

Real-Time Detection and Tracking of Multiple People in Laser Scan Frames

Xuan Song, Ryosuke Shibasaki, Hongbin Zha, 2009 .

An online approach: Learning-Semantic-Scene-by-Tracking and Tracking-by-Learning-Semantic-Scene

Xuan Song, Ryosuke Shibasaki, Hongbin Zha, 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

Prediction and Simulation of Human Mobility Following Natural Disasters

Xuan Song, Quanshi Zhang, Yoshihide Sekimoto, 2016, ACM Trans. Intell. Syst. Technol..

Visual Graph Mining pdf

Xuan Song, Quanshi Zhang, Ryosuke Shibasaki, 2017, ArXiv.

CitySpectrum: a non-negative tensor factorization approach

Xuan Song, Ryosuke Shibasaki, Zipei Fan, 2014, UbiComp.

CityCoupling: bridging intercity human mobility

Xuan Song, Ryosuke Shibasaki, Tao Li, 2016, UbiComp.

Accelerating Spatial Data Processing with MapReduce

Xuan Song, Wei Zhou, Jiao Dai, 2010, 2010 IEEE 16th International Conference on Parallel and Distributed Systems.

Predictgis 2018 workshop report held in conjunction with ACM SIGSPATIAL 2018

Xuan Song, Yoshihide Sekimoto, Takahiro Yabe, 2019, SIGSPACIAL.

An online system for multiple interacting targets tracking: Fusion of laser and vision, tracking and learning

Xuan Song, Ryosuke Shibasaki, Hongbin Zha, 2013, TIST.

Equilibrium Design Based on Design Thinking Solving: An Integrated Multicriteria Decision-Making Methodology

Xuan Song, Yixiong Feng, Yicong Gao, 2013 .

Vision-Based Multiple Interacting Targets Tracking via On-Line Supervised Learning

Xuan Song, Hongbin Zha, Huijing Zhao, 2008, ECCV.

Category Modeling from Just a Single Labeling: Use Depth Information to Guide the Learning of 2D Models

Xuan Song, Quanshi Zhang, Ryosuke Shibasaki, 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.

Xuan Song, Ryosuke Shibasaki, Jinyu Chen, 2021, ArXiv.

DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction

Xuan Song, Ryosuke Shibasaki, Renhe Jiang, 2021, CIKM.

Small World Model for scaling up prediction result based on SEIR model pdf

Xuan Song, Haoran Zhang, Guixu Lin, 2021, ArXiv.

Data-driven hospital personnel scheduling optimization through patients prediction

Xuan Song, Rajendra Akerkar, Haoran Zhang, 2021, CCF Trans. Pervasive Comput. Interact..

FedVoting: A Cross-Silo Boosting Tree Construction Method for Privacy-Preserving Long-Term Human Mobility Prediction

Xuan Song, Ryosuke Shibasaki, Yinghao Liu, 2021, Sensors.

Forecasting Ambulance Demand with Profiled Human Mobility via Heterogeneous Multi-Graph Neural Networks

Xuan Song, Ryosuke Shibasaki, Tianqi Xia, 2021, 2021 IEEE 37th International Conference on Data Engineering (ICDE).

Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19

Xuan Song, Tianqi Xia, Renhe Jiang, 2021, ECML/PKDD.

DeepCrowd: A Deep Model for Large-Scale Citywide Crowd Density and Flow Prediction

Xuan Song, Ryosuke Shibasaki, Kota Tsubouchi, 2023, IEEE Transactions on Knowledge and Data Engineering.

Differentiable Projection for Constrained Deep Learning pdf

Xuan Song, Ryosuke Shibasaki, Dou Huang, 2021, ArXiv.

Spatio-Temporal-Categorical Graph Neural Networks for Fine-Grained Multi-Incident Co-Prediction

Xuan Song, Ryosuke Shibasaki, Renhe Jiang, 2021, CIKM.

The Pulse of Urban Transport: Exploring the Co-evolving Pattern for Spatio-temporal Forecasting

Xuan Song, Ivor W. Tsang, Renhe Jiang, 2021, ACM Trans. Knowl. Discov. Data.

An open GPS trajectory dataset and benchmark for travel mode detection pdf

Xuan Song, Ryosuke Shibasaki, Jinyu Chen, 2021, ArXiv.

ST-Norm: Spatial and Temporal Normalization for Multi-variate Time Series Forecasting

Xuan Song, Ivor W. Tsang, Renhe Jiang, 2021, KDD.

Metagraph-Based Life Pattern Clustering With Big Human Mobility Data pdf

Xuan Song, Ryosuke Shibasaki, Jinyu Chen, 2021, IEEE Transactions on Big Data.

Event-Aware Multimodal Mobility Nowcasting pdf

Xuan Song, Ryosuke Shibasaki, Flora D. Salim, 2021, AAAI.

Transfer Urban Human Mobility via POI Embedding over Multiple Cities

Xuan Song, Ryosuke Shibasaki, Tianqi Xia, 2021, Trans. Data Sci..

Understanding Rooftop PV Panel Semantic Segmentation of Satellite and Aerial Images for Better Using Machine Learning

Xuan Song, Ryosuke Shibasaki, Jinyu Chen, 2021, Advances in Applied Energy.

[Spatiotemporal variation of urban heat island in Zhengzhou City based on RS].

Xuan Song, Jin-Long Duan, Xue-Lei Zhang, 2011, Ying yong sheng tai xue bao = The journal of applied ecology.

A Boosted JPDA-Particle Filter for Multi-target Tracking

Xuan Song, Ryosuke Shibasaki, Hongbin Zha, 2009 .

A Bayesian Approach: Fusion of Laser and Vision for Multiple Pedestrians Tracking

Xuan Song, Hongbin Zha, Huijing Zhao, 2008 .

CoolPath: An Application for Recommending Pedestrian Routes with Reduced Heatstroke Risk

Xuan Song, Ryosuke Shibasaki, Ruochen Si, 2020, W2GIS.

GPS data in urban online ride-hailing: A comparative analysis on fuel consumption and emissions

Xuan Song, Ryosuke Shibasaki, Meng Yuan, 2019, Journal of Cleaner Production.