Planning Bike Lanes based on Sharing-Bikes’ Trajectories
Jie Bao, Tianfu He, Sijie Ruan, Yanhua Li, Yu Zheng
August 2017
Publications
Publications
Publications by Year
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Mining the Most Influential k-Location Set From Massive Trajectories
Yuhong Li, Jie Bao, Yanhua Li, Yingcai Wu, Zhiguo Gong, Yu Zheng
IEEE Transactions on Big Data | August 2017
Mining Spatio-Temporal Reachable Regions over Massive Trajectory Data
Proceeding of the 33rd IEEE International Conference on Data Engineering | April 2017
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Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction
Junbo Zhang, Yu Zheng, Dekang Qi
Proceeding of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI-17) | November 2016
DNN-Based Prediction Model for Spatio-Temporal Data
Junbo Zhang, Yu Zheng, Dekang Qi, Ruiyuan Li, Xiuwen Yi
Proceedings of the 24th ACM International Conference on Advances in Geographical Information Systems (ACM SIGSPATIAL 2016) | October 2016
FCCF: Forecasting Citywide Crowd Flows Based on Big Data
Minh X. Hoang, Yu Zheng, Ambuj K. Singh
Proceeding of the 24rd ACM International Conference on Advances in Geographical Information Systems (ACM SIGSPATIAL 2016) | October 2016
Managing Massive Trajectories on the Cloud
Jie Bao, Ruiyuan Li, Xiuwen Yi, Yu Zheng
Proceedings of the 24th ACM International Conference on Advances in Geographical Information Systems | October 2016
Mining the Most Influential k-Location Set from Massive Trajectories
Yuhong Li, Jie Bao, Yanhua Li, Yingcai Wu, Zhiguo Gong, Yu Zheng
Proceedings of the 24th ACM International Conference on Advances in Geographical Information Systems | October 2016
SmartAdP: Visual Analytics of Large-scale Taxi Trajectories for Selecting Billboard Locations
Jie Bao, Yu Zheng
The IEEE Conference on Visual Analytics Science and Technology (VAST 2016) | October 2016
Effective and Efficient: Large-scale Dynamic City Express
Siyuan Zhang, Lu Qin, Yu Zheng, Hong Cheng
IEEE Transaction on Knowledge and Data Engineering | August 2016
Urban Sensing Based on Human Mobility
Shenggong Ji, Yu Zheng, Tianrui Li
Proceedings of the 18th ACM International Conference on Ubiquitous Computing | June 2016
Transfer Knowledge between Cities
Ying Wei, Yu Zheng, Qiang Yang
Proceedings of the 22th SIGKDD conference on Knowledge Discovery and Data Mining | June 2016
Urban Water Quality Prediction based on Multi-task Multi-view Learning
Ye Liu, Yu Zheng, Yuxuan Liang, Shuming Liu, David S. Rosenblum
Proceedings of the 25th International Joint Conference on Artificial Intelligence | June 2016
Modeling of Geographic Dependencies for Real Estate Ranking
Yanjie Fu, Hui Xiong, Yong Ge, Yu Zheng, Zijun Yao, Zhi-Hua Zhou
ACM Transactions on Knowledge Discovery from Data | June 2016, Vol 11
ST-MVL: Filling Missing Values in Geo-sensory Time Series Data
Xiuwen Yi, Yu Zheng, Junbo Zhang, Tianrui Li
Proceedings of the 25th International Joint Conference on Artificial Intelligence | June 2016
GeoBurst: Real-Time Local Event Detection in Geo-Tagged Tweet Streams
Chao Zhang, Guangyu Zhou, Quan Yuan, Honglei Zhuang, Yu Zheng, Lance Kaplan, Shaowen Wang, Jiawei Han
Proceedings of the 39th International ACM SIGIR Conference on Research and Development in Information Retrieval | May 2016
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Detecting Collective Anomalies from Multiple Spatio- Temporal Datasets across Different Domains
Yu Zheng, Huichu Zhang, Yong Yu
Proceedings of the 23rd ACM International Conference on Advances in Geographical Information Systems | November 2015
Detecting Urban Black Holes Based on Human Mobility Data
Liang Hong, Yu Zheng, Duncan Yung, Jingbo Shang, Lei Zou
Proceedings of the 23rd ACM International Conference on Advances in Geographical Information Systems | November 2015
Effective and Efficient: Large-scale Dynamic City Express
Siyuan Zhang, Lu Qin, Yu Zheng, Hong Cheng
Proceedings of the 23rd ACM International Conference on Advances in Geographical Information Systems | November 2015
Location Selection for Ambulance Stations: A Data-Driven Approach
Yuhong Li, Yu Zheng, Shenggong Ji, Wenjun Wang, Leong Hou U, Zhiguo Gong
Proceedings of the 23rd ACM International Conference on Advances in Geographical Information Systems | November 2015
Traffic Prediction in a Bike-Sharing System
Yexin Li, Yu Zheng, Huichu Zhang, Lei Chen
Proceedings of the 23rd ACM International Conference on Advances in Geographical Information Systems | November 2015
Methodologies for Cross-Domain Data Fusion: An Overview
Yu Zheng
IEEE Transactions on Big Data | September 2015
Trajectory Data Mining: An Overview
Yu Zheng
ACM Transaction on Intelligent Systems and Technology | September 2015
Inferring Air Quality for Station Location Recommendation Based on Urban Big Data
Hsun-Ping Hsieh, Shou-De Lin, Yu Zheng
Proceedings of the 21th SIGKDD conference on Knowledge Discovery and Data Mining | August 2015
Assembler: Efficient Discovery of Spatial Co-evolving Patterns in Massive Geo-sensory Data
Chao Zhang, Yu Zheng, Xiuli Ma, Jiawei Han
Proceedings of the 21th SIGKDD conference on Knowledge Discovery and Data Mining | August 2015
Forecasting Fine-Grained Air Quality Based on Big Data
Yu Zheng, Xiuwen Yi, Ming Li, Ruiyuan Li, Zhangqing Shan, Eric Chang, Tianrui Li
Proceedings of the 21th SIGKDD conference on Knowledge Discovery and Data Mining | August 2015
Real-Time City-Scale Taxi Ridesharing
Shuo Ma, Ouri Wolfson, Yu Zheng
IEEE Transactions on Knowledge Discovery and Data Engineering | July 2015, Vol 27: pp. 1782-1795
Sensing the Pulse of Urban Refueling Behavior: A Perspective from Taxi Mobility
Fuzheng Zhang, Nicholas Jing Yuan, David Wilkie, Yu Zheng, Xing Xie
ACM Transaction on Intelligent Systems and Technology | June 2015
Discovering Urban Functional Zones Using Latent Activity Trajectories
Nicholas Jing Yuan, Yu Zheng, Xing Xie, Yingzi Wang, Kai Zheng, Hui Xiong
IEEE Transactions on Knowledge and Data Engineering | March 2015
K-Nearest Neighbor Temporal Aggregate Queries
Yu Sun, Jianzhong Qi, Yu Zheng, Rui Zhang
Proceedings of the 18th International Conference on Extending Database Technology | March 2015
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Sparse Real Estate Ranking with Online User Reviews and Offline Moving Behaviors
Yanjie Fu, Yong Ge, Yu Zheng, Yanchi Liu, Hui Xiong, Nicholas Jing Yuan
Proceedings of the IEEE International Conference on Data Mining | December 2014
Recommendations in Location-based Social Networks: A Survey
Jie Bao, Yu Zheng, David Wilkie, Mohamed F. Mokbel
GeoInformatica | November 2014, Vol 19(3): pp. 525-565
Urban Computing: Concepts, Methodologies, and Applications
Yu Zheng, Licia Capra, Ouri Wolfson, Hai Yang
ACM Transaction on Intelligent Systems and Technology | October 2014
Diagnosing New York City’s Noises with Ubiquitous Data
Yu Zheng, Tong Liu, Yilun Wang, Yanmin Zhu, Yanchi Liu, Eric Chang
Proceedings of the 16th ACM International Conference on Ubiquitous Computing | September 2014
Publication Publication Publication Publication Publication Publication Publication Project
Indoor Air Quality Monitoring System for Smart Buildings
Xuxu Chen, Yu Zheng, Yubiao Chen, Qiwei Jin, Weiwei Sun, Eric Chang, Wei-Ying Ma
Proceedings of the 16th ACM International Conference on Ubiquitous Computing (UbiComp 2014) | September 2014
PRESS: A Novel Framework of Trajectory Compression in Road Networks
Renchu Song, Weiwei Sun, Baihua Zheng, Yu Zheng
The 40th International Conference on Very Large Data Bases (VLDB 2014) | September 2014
The TM-RTree: An Index on Generic Moving Objects for Range Queries
Jianqiu Xu, Ralf Hartmut Gu¨ting, Yu Zheng
GeoInformatica | September 2014
A Noise Map of New York City
Yilun Wang, Yu Zheng, Tong Liu
Proceedings of the 16th ACM International Conference on Ubiquitous Computing | August 2014
UbiComp 2014
A demo paper of UbiComp 2014
Exploiting Geographic Dependencies for Real Estate Appraisal: A Mutual Perspective of Ranking and Clustering
Yanjie Fu, Hui Xiong, Yong Ge, Zijun Yao, Yu Zheng, Zhi-Hua Zhou
Proceedings of the 20th SIGKDD conference on Knowledge Discovery and Data Mining | August 2014
Inferring Gas Consumption and Pollution Emission of Vehicles throughout a City
Jingbo Shang, Yu Zheng, Wenzhu Tong, Eric Chang, Yong Yu
Proceedings of the 20th SIGKDD conference on Knowledge Discovery and Data Mining | August 2014
Travel Time Estimation of a Path using Sparse Trajectories
Yilun Wang, Yu Zheng, Yexiang Xue
Proceedings of the 20th SIGKDD conference on Knowledge Discovery and Data Mining (KDD 2014) | August 2014
Methods for Sensing Urban Noises
Tong Liu, Yu Zheng, Lubin Liu, Yanchi Liu, Yanmin Zhu
MSR-TR-2014-66 | May 2014
MSR-TR-2014-66
A Cloud-Based Knowledge Discovery System for Monitoring Fine-Grained Air Quality
Yu Zheng, Xuxu Chen, Qiwei Jin, Yubiao Chen, Xiangyun Qu, Xin Liu, Eric Chang, Wei-Ying Ma, Yong Rui, Weiwei Sun
MSR-TR-2014-40 | March 2014
Online Discovery of Gathering Patterns over Trajectories
Kai Zheng, Yu Zheng, Nicholas Jing Yuan, Xiaofang Zhou, Shuo Shang
IEEE Transaction on Knowledge Discovery and Data Engineering | January 2014
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Crowd Sensing of Traffic Anomalies based on Human Mobility and Social Media
Yu Zheng, Bei Pan, David Wilkie, Cyrus Shahabi
Proceedings of the 21rd ACM International Conference on Advances in Geographical Information Systems | November 2013
A Framework of Traveling Companion Discovery on Trajectory Data Streams
Lu-An Tang, Yu Zheng, Jiawei Han, Jing Yuan, Nicholas Jing Yuan
ACM Transaction on Intelligent Systems and Technology | October 2013
Sensing the Pulse of Urban Refueling Behavior
Fuzheng Zhang, David Wilkie, Yu Zheng, Xing Xie
Proceedings of the 15th ACM International Conference on Ubiquitous Computing | September 2013
U-Air: When Urban Air Quality Inference Meets Big Data
Yu Zheng, Furui Liu, Hsun-Ping Hsieh
Proceedings of the 19th SIGKDD conference on Knowledge Discovery and Data Mining (KDD 2013) | August 2013
Publication Publication Publication Publication Publication Project
Urban Computing with Big Data
Yu Zheng
Communication on China Computer Federation (In Chinese) | August 2013
Destination Prediction by Sub-Trajectory Synthesis and Privacy Protection Against Such Prediction
Andy Yuan Xue, Rui Zhang, Yu Zheng, Xing Xie, Jin Huang, Zhenghua Xu
Proceedings of The 29th IEEE International Conference on Data Engineering | April 2013
On Discovery of Gathering Patterns from Trajectories
Kai Zheng, Yu Zheng, Nicholas Jing Yuan, Shuo Shang
Proceedings of The 29th IEEE International Conference on Data Engineering | April 2013
T-Share: A Large-Scale Dynamic Taxi Ridesharing Service
Shuo Ma, Yu Zheng, Ouri Wolfson
Proceedings of The 29th IEEE International Conference on Data Engineering | April 2013
The Best Paper Runner-Up Award
On Detection of Emerging Anomalous Traffic Patterns Using GPS Data
Linsey Xiaolin Pang, Sanjay Chawla, Wei Liu, Yu Zheng
Data & Knowledge Engineering | January 2013
T-Drive: Enhancing Driving Directions with Taxi Drivers’ Intelligence
Nicholas Jing Yuan, Yu Zheng, Xing Xie, Guangzhong Sun
IEEE Transactions on Knowledge and Data Engineering | January 2013
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Inferring Social Ties between Users with Human Location History
Xiangye Xiao, Yu Zheng, Qiong Luo, Xing Xie
Journal of Ambient Intelligence and Humanized Computing | December 2012
Inferring the Root Cause in Road Traffic Anomalies
Yu Zheng, Jiafeng Hu, Sanjay Chawla
Proceedings of the 2012 IEEE International Conference on Data Mining | December 2012
Location-based and Preference-Aware Recommendation Using Sparse Geo-Social Networking Data
Jie Bao, Yu Zheng
Proceedings of the 20rd ACM International Conference on Advances in Geographical Information Systems | November 2012
T-Finder: A Recommender System for Finding Passengers and Vacant Taxis
Nicholas Jing Yuan, Yu Zheng, Liuhang Zhang, Xing Xie
IEEE Transactions on Knowledge and Data Engineering | September 2012
Constructing Popular Routes from Uncertain Trajectories
Ling-Yin Wei, Yu Zheng, Wen-Chih Peng
Proceedings of the 18th SIGKDD conference on Knowledge Discovery and Data Mining | August 2012
Discovering Regions of Different Functions in a City Using Human Mobility and POIs
Nicholas Jing Yuan, Yu Zheng, Xing Xie
Proceedings of the 18th SIGKDD conference on Knowledge Discovery and Data Mining | August 2012
Segmentation of Urban Areas Using Road Networks
Nicholas Jing Yuan, Yu Zheng, Xing Xie
MSR-TR-2012-65 | July 2012
On Discovery of Traveling Companions from Streaming Trajectories
Yu Zheng, Lu-An Tang, Jiawei Han, Alice Leung, Chih-Chieh Hung, Wen-Chih Peng, Jing Yuan, Nicholas Jing Yuan
Proceedings of the 28th International Conference on Data Engineering 2012 | April 2012
Reducing Uncertainty of Low-Sampling-Rate Trajectories
Kai Zheng, Yu Zheng, Xing Xie, Xiaofang Zhou
Proceedings of the 28th International Conference on Data Engineering | April 2012
Towards Mobile Intelligence: Learning from GPS History Data for Collaborative Recommendation
Vincent W. Zheng, Yu Zheng, Xing Xie, Qiang Yang
Artificial Intelligence Journal | April 2012
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On Mining Anomalous Patterns in Road Traffic Streams
Linsey Xiaolin Pang, Sanjay Chawla, Wei Liu, Yu Zheng
International Conference on Advanced Data Mining and Applications | December 2011
International Conference on Advanced Data Mining and Applications
Where to Find My Next Passenger?
Yu Zheng, Xing Xie, Guangzhong Sun, Liuhang Zhang, Jing Yuan, Nicholas Jing Yuan
Proceedings of the 13th ACM International Conference on Ubiquitous Computing (Ubicomp 2011) | September 2011
Discovering Spatio-Temporal Causal Interactions in Traffic Data Streams
Wei Liu, Yu Zheng, Sanjay Chawla, Jing Yuan, Xing Xie
Proceedings of the 17th SIGKDD conference on Knowledge Discovery and Data Mining | August 2011
SIGKDD 2011
Driving with Knowledge from the Physical World
Jing Yuan, Yu Zheng, Xing Xie, Guangzhong Sun
Proceedings of the 17th SIGKDD conference on Knowledge Discovery and Data Mining | August 2011
Recommending friends and locations based on individual location history
Yu Zheng, Lizhu Zhang, Zhengxin Ma, Xing Xie, Wei-Ying Ma
ACM Transactions on the Web | February 2011
Learning travel recommendations from user-generated GPS traces
Yu Zheng, Xing Xie
ACM Transaction on Intelligent Systems and Technology | January 2011
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Detecting Nearly Duplicated Records in Location Datasets
Yu Zheng, Xixuan Feng, Xing Xie, Shuang Peng, James Fu
Proceedings of 18th ACM SIGSPATIAL Conference on Advances in Geographical Information Systems | November 2010
ACM SIGSPATIAL GIS 2010
Best Paper Award
T-Drive: Driving Directions Based on Taxi Trajectories
Jing Yuan, Yu Zheng, Chengyang Zhang, Wenlei Xie, Xing Xie, Guangzhong Sun, Yan Huang
Proceedings of 18th ACM SIGSPATIAL Conference on Advances in Geographical Information Systems | November 2010
Best Paper Award
Smart Itinerary Recommendation based on User-Generated GPS Trajectories
Hyoseok Yoon, Yu Zheng, Xing Xie, Woontack Woo
Proceedings of the International Conference on Ubiquitous Intelligence and Computing | October 2010
Best Paper Award
Searching Trajectories by Locations: An Efficiency Study
Zaiben Chen, Heng Tao Shen, Xiaofang Zhou, Yu Zheng, Xing Xie
Proceedings of the 2010 ACM SIGMOD International Conference on Management of Data | June 2010
SIGMOD 2010
An Interactive Voting-based Map Matching Algorithm
Yu Zheng, Xing Xie, Chengyang Zhang, Guangzhong Sun, Jing Yuan
Proceedings of the 11th International Conference on Mobile Data Management | May 2010
Learning Location Correlation from GPS trajectories
Yu Zheng, Xing Xie
Proceedings of the 11th International Conference on Mobile Data Management | May 2010
Collaborative Location and Activity Recommendations With GPS History Data
Yu Zheng, Xing Xie, Qiang Yang, Vincent Wenchen Zheng
Proceedings of 2010 International conference on World Wide Web | April 2010
Answering Top-k Similar Region Queries
Yu Zheng, Xing Xie
Proceedings of Database Systems for Advanced Applications | April 2010
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Learning Transportation Mode from Raw GPS Data for Geographic Application on the Web
Yu Zheng, Xing Xie
Proceedings of the 17th World Wide Web Conference | April 2008
Publications by Research Area
-
Mining the Most Influential k-Location Set From Massive Trajectories
Yuhong Li, Jie Bao, Yanhua Li, Yingcai Wu, Zhiguo Gong, Yu Zheng
IEEE Transactions on Big Data | August 2017
Mining Spatio-Temporal Reachable Regions over Massive Trajectory Data
Proceeding of the 33rd IEEE International Conference on Data Engineering | April 2017
SmartAdP: Visual Analytics of Large-scale Taxi Trajectories for Selecting Billboard Locations
Jie Bao, Yu Zheng
The IEEE Conference on Visual Analytics Science and Technology (VAST 2016) | October 2016
ST-MVL: Filling Missing Values in Geo-sensory Time Series Data
Xiuwen Yi, Yu Zheng, Junbo Zhang, Tianrui Li
Proceedings of the 25th International Joint Conference on Artificial Intelligence | June 2016
Modeling of Geographic Dependencies for Real Estate Ranking
Yanjie Fu, Hui Xiong, Yong Ge, Yu Zheng, Zijun Yao, Zhi-Hua Zhou
ACM Transactions on Knowledge Discovery from Data | June 2016, Vol 11
GeoBurst: Real-Time Local Event Detection in Geo-Tagged Tweet Streams
Chao Zhang, Guangyu Zhou, Quan Yuan, Honglei Zhuang, Yu Zheng, Lance Kaplan, Shaowen Wang, Jiawei Han
Proceedings of the 39th International ACM SIGIR Conference on Research and Development in Information Retrieval | May 2016
Effective and Efficient: Large-scale Dynamic City Express
Siyuan Zhang, Lu Qin, Yu Zheng, Hong Cheng
Proceedings of the 23rd ACM International Conference on Advances in Geographical Information Systems | November 2015
Location Selection for Ambulance Stations: A Data-Driven Approach
Yuhong Li, Yu Zheng, Shenggong Ji, Wenjun Wang, Leong Hou U, Zhiguo Gong
Proceedings of the 23rd ACM International Conference on Advances in Geographical Information Systems | November 2015
Detecting Collective Anomalies from Multiple Spatio- Temporal Datasets across Different Domains
Yu Zheng, Huichu Zhang, Yong Yu
Proceedings of the 23rd ACM International Conference on Advances in Geographical Information Systems | November 2015
Traffic Prediction in a Bike-Sharing System
Yexin Li, Yu Zheng, Huichu Zhang, Lei Chen
Proceedings of the 23rd ACM International Conference on Advances in Geographical Information Systems | November 2015
Detecting Urban Black Holes Based on Human Mobility Data
Liang Hong, Yu Zheng, Duncan Yung, Jingbo Shang, Lei Zou
Proceedings of the 23rd ACM International Conference on Advances in Geographical Information Systems | November 2015
Trajectory Data Mining: An Overview
Yu Zheng
ACM Transaction on Intelligent Systems and Technology | September 2015
Methodologies for Cross-Domain Data Fusion: An Overview
Yu Zheng
IEEE Transactions on Big Data | September 2015
Inferring Air Quality for Station Location Recommendation Based on Urban Big Data
Hsun-Ping Hsieh, Shou-De Lin, Yu Zheng
Proceedings of the 21th SIGKDD conference on Knowledge Discovery and Data Mining | August 2015
Forecasting Fine-Grained Air Quality Based on Big Data
Yu Zheng, Xiuwen Yi, Ming Li, Ruiyuan Li, Zhangqing Shan, Eric Chang, Tianrui Li
Proceedings of the 21th SIGKDD conference on Knowledge Discovery and Data Mining | August 2015
Assembler: Efficient Discovery of Spatial Co-evolving Patterns in Massive Geo-sensory Data
Chao Zhang, Yu Zheng, Xiuli Ma, Jiawei Han
Proceedings of the 21th SIGKDD conference on Knowledge Discovery and Data Mining | August 2015
Real-Time City-Scale Taxi Ridesharing
Shuo Ma, Ouri Wolfson, Yu Zheng
IEEE Transactions on Knowledge Discovery and Data Engineering | July 2015, Vol 27: pp. 1782-1795
Sensing the Pulse of Urban Refueling Behavior: A Perspective from Taxi Mobility
Fuzheng Zhang, Nicholas Jing Yuan, David Wilkie, Yu Zheng, Xing Xie
ACM Transaction on Intelligent Systems and Technology | June 2015
Discovering Urban Functional Zones Using Latent Activity Trajectories
Nicholas Jing Yuan, Yu Zheng, Xing Xie, Yingzi Wang, Kai Zheng, Hui Xiong
IEEE Transactions on Knowledge and Data Engineering | March 2015
K-Nearest Neighbor Temporal Aggregate Queries
Yu Sun, Jianzhong Qi, Yu Zheng, Rui Zhang
Proceedings of the 18th International Conference on Extending Database Technology | March 2015
Sparse Real Estate Ranking with Online User Reviews and Offline Moving Behaviors
Yanjie Fu, Yong Ge, Yu Zheng, Yanchi Liu, Hui Xiong, Nicholas Jing Yuan
Proceedings of the IEEE International Conference on Data Mining | December 2014
Recommendations in Location-based Social Networks: A Survey
Jie Bao, Yu Zheng, David Wilkie, Mohamed F. Mokbel
GeoInformatica | November 2014, Vol 19(3): pp. 525-565
Urban Computing: Concepts, Methodologies, and Applications
Yu Zheng, Licia Capra, Ouri Wolfson, Hai Yang
ACM Transaction on Intelligent Systems and Technology | October 2014
The TM-RTree: An Index on Generic Moving Objects for Range Queries
Jianqiu Xu, Ralf Hartmut Gu¨ting, Yu Zheng
GeoInformatica | September 2014
PRESS: A Novel Framework of Trajectory Compression in Road Networks
Renchu Song, Weiwei Sun, Baihua Zheng, Yu Zheng
The 40th International Conference on Very Large Data Bases (VLDB 2014) | September 2014
Diagnosing New York City’s Noises with Ubiquitous Data
Yu Zheng, Tong Liu, Yilun Wang, Yanmin Zhu, Yanchi Liu, Eric Chang
Proceedings of the 16th ACM International Conference on Ubiquitous Computing | September 2014
Publication Publication Publication Publication Publication Publication Publication Project
Exploiting Geographic Dependencies for Real Estate Appraisal: A Mutual Perspective of Ranking and Clustering
Yanjie Fu, Hui Xiong, Yong Ge, Zijun Yao, Yu Zheng, Zhi-Hua Zhou
Proceedings of the 20th SIGKDD conference on Knowledge Discovery and Data Mining | August 2014
Inferring Gas Consumption and Pollution Emission of Vehicles throughout a City
Jingbo Shang, Yu Zheng, Wenzhu Tong, Eric Chang, Yong Yu
Proceedings of the 20th SIGKDD conference on Knowledge Discovery and Data Mining | August 2014
Travel Time Estimation of a Path using Sparse Trajectories
Yilun Wang, Yu Zheng, Yexiang Xue
Proceedings of the 20th SIGKDD conference on Knowledge Discovery and Data Mining (KDD 2014) | August 2014
Methods for Sensing Urban Noises
Tong Liu, Yu Zheng, Lubin Liu, Yanchi Liu, Yanmin Zhu
MSR-TR-2014-66 | May 2014
MSR-TR-2014-66
A Cloud-Based Knowledge Discovery System for Monitoring Fine-Grained Air Quality
Yu Zheng, Xuxu Chen, Qiwei Jin, Yubiao Chen, Xiangyun Qu, Xin Liu, Eric Chang, Wei-Ying Ma, Yong Rui, Weiwei Sun
MSR-TR-2014-40 | March 2014
Online Discovery of Gathering Patterns over Trajectories
Kai Zheng, Yu Zheng, Nicholas Jing Yuan, Xiaofang Zhou, Shuo Shang
IEEE Transaction on Knowledge Discovery and Data Engineering | January 2014
A Framework of Traveling Companion Discovery on Trajectory Data Streams
Lu-An Tang, Yu Zheng, Jiawei Han, Jing Yuan, Nicholas Jing Yuan
ACM Transaction on Intelligent Systems and Technology | October 2013
Sensing the Pulse of Urban Refueling Behavior
Fuzheng Zhang, David Wilkie, Yu Zheng, Xing Xie
Proceedings of the 15th ACM International Conference on Ubiquitous Computing | September 2013
U-Air: When Urban Air Quality Inference Meets Big Data
Yu Zheng, Furui Liu, Hsun-Ping Hsieh
Proceedings of the 19th SIGKDD conference on Knowledge Discovery and Data Mining (KDD 2013) | August 2013
Publication Publication Publication Publication Publication Project
T-Share: A Large-Scale Dynamic Taxi Ridesharing Service
Shuo Ma, Yu Zheng, Ouri Wolfson
Proceedings of The 29th IEEE International Conference on Data Engineering | April 2013
The Best Paper Runner-Up Award
T-Drive: Enhancing Driving Directions with Taxi Drivers’ Intelligence
Nicholas Jing Yuan, Yu Zheng, Xing Xie, Guangzhong Sun
IEEE Transactions on Knowledge and Data Engineering | January 2013
On Detection of Emerging Anomalous Traffic Patterns Using GPS Data
Linsey Xiaolin Pang, Sanjay Chawla, Wei Liu, Yu Zheng
Data & Knowledge Engineering | January 2013
Inferring Social Ties between Users with Human Location History
Xiangye Xiao, Yu Zheng, Qiong Luo, Xing Xie
Journal of Ambient Intelligence and Humanized Computing | December 2012
T-Finder: A Recommender System for Finding Passengers and Vacant Taxis
Nicholas Jing Yuan, Yu Zheng, Liuhang Zhang, Xing Xie
IEEE Transactions on Knowledge and Data Engineering | September 2012
Discovering Regions of Different Functions in a City Using Human Mobility and POIs
Nicholas Jing Yuan, Yu Zheng, Xing Xie
Proceedings of the 18th SIGKDD conference on Knowledge Discovery and Data Mining | August 2012
Constructing Popular Routes from Uncertain Trajectories
Ling-Yin Wei, Yu Zheng, Wen-Chih Peng
Proceedings of the 18th SIGKDD conference on Knowledge Discovery and Data Mining | August 2012
Segmentation of Urban Areas Using Road Networks
Nicholas Jing Yuan, Yu Zheng, Xing Xie
MSR-TR-2012-65 | July 2012
Reducing Uncertainty of Low-Sampling-Rate Trajectories
Kai Zheng, Yu Zheng, Xing Xie, Xiaofang Zhou
Proceedings of the 28th International Conference on Data Engineering | April 2012
On Discovery of Traveling Companions from Streaming Trajectories
Yu Zheng, Lu-An Tang, Jiawei Han, Alice Leung, Chih-Chieh Hung, Wen-Chih Peng, Jing Yuan, Nicholas Jing Yuan
Proceedings of the 28th International Conference on Data Engineering 2012 | April 2012
On Mining Anomalous Patterns in Road Traffic Streams
Linsey Xiaolin Pang, Sanjay Chawla, Wei Liu, Yu Zheng
International Conference on Advanced Data Mining and Applications | December 2011
International Conference on Advanced Data Mining and Applications
Driving with Knowledge from the Physical World
Jing Yuan, Yu Zheng, Xing Xie, Guangzhong Sun
Proceedings of the 17th SIGKDD conference on Knowledge Discovery and Data Mining | August 2011
Smart Itinerary Recommendation based on User-Generated GPS Trajectories
Hyoseok Yoon, Yu Zheng, Xing Xie, Woontack Woo
Proceedings of the International Conference on Ubiquitous Intelligence and Computing | October 2010
Best Paper Award
-
Planning Bike Lanes based on Sharing-Bikes’ Trajectories
Jie Bao, Tianfu He, Sijie Ruan, Yanhua Li, Yu Zheng
August 2017
Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction
Junbo Zhang, Yu Zheng, Dekang Qi
Proceeding of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI-17) | November 2016
DNN-Based Prediction Model for Spatio-Temporal Data
Junbo Zhang, Yu Zheng, Dekang Qi, Ruiyuan Li, Xiuwen Yi
Proceedings of the 24th ACM International Conference on Advances in Geographical Information Systems (ACM SIGSPATIAL 2016) | October 2016
FCCF: Forecasting Citywide Crowd Flows Based on Big Data
Minh X. Hoang, Yu Zheng, Ambuj K. Singh
Proceeding of the 24rd ACM International Conference on Advances in Geographical Information Systems (ACM SIGSPATIAL 2016) | October 2016
Transfer Knowledge between Cities
Ying Wei, Yu Zheng, Qiang Yang
Proceedings of the 22th SIGKDD conference on Knowledge Discovery and Data Mining | June 2016
Urban Water Quality Prediction based on Multi-task Multi-view Learning
Ye Liu, Yu Zheng, Yuxuan Liang, Shuming Liu, David S. Rosenblum
Proceedings of the 25th International Joint Conference on Artificial Intelligence | June 2016
ST-MVL: Filling Missing Values in Geo-sensory Time Series Data
Xiuwen Yi, Yu Zheng, Junbo Zhang, Tianrui Li
Proceedings of the 25th International Joint Conference on Artificial Intelligence | June 2016
Modeling of Geographic Dependencies for Real Estate Ranking
Yanjie Fu, Hui Xiong, Yong Ge, Yu Zheng, Zijun Yao, Zhi-Hua Zhou
ACM Transactions on Knowledge Discovery from Data | June 2016, Vol 11
Detecting Collective Anomalies from Multiple Spatio- Temporal Datasets across Different Domains
Yu Zheng, Huichu Zhang, Yong Yu
Proceedings of the 23rd ACM International Conference on Advances in Geographical Information Systems | November 2015
Traffic Prediction in a Bike-Sharing System
Yexin Li, Yu Zheng, Huichu Zhang, Lei Chen
Proceedings of the 23rd ACM International Conference on Advances in Geographical Information Systems | November 2015
Trajectory Data Mining: An Overview
Yu Zheng
ACM Transaction on Intelligent Systems and Technology | September 2015
Methodologies for Cross-Domain Data Fusion: An Overview
Yu Zheng
IEEE Transactions on Big Data | September 2015
Inferring Air Quality for Station Location Recommendation Based on Urban Big Data
Hsun-Ping Hsieh, Shou-De Lin, Yu Zheng
Proceedings of the 21th SIGKDD conference on Knowledge Discovery and Data Mining | August 2015
Forecasting Fine-Grained Air Quality Based on Big Data
Yu Zheng, Xiuwen Yi, Ming Li, Ruiyuan Li, Zhangqing Shan, Eric Chang, Tianrui Li
Proceedings of the 21th SIGKDD conference on Knowledge Discovery and Data Mining | August 2015
Sensing the Pulse of Urban Refueling Behavior: A Perspective from Taxi Mobility
Fuzheng Zhang, Nicholas Jing Yuan, David Wilkie, Yu Zheng, Xing Xie
ACM Transaction on Intelligent Systems and Technology | June 2015
Discovering Urban Functional Zones Using Latent Activity Trajectories
Nicholas Jing Yuan, Yu Zheng, Xing Xie, Yingzi Wang, Kai Zheng, Hui Xiong
IEEE Transactions on Knowledge and Data Engineering | March 2015
Sparse Real Estate Ranking with Online User Reviews and Offline Moving Behaviors
Yanjie Fu, Yong Ge, Yu Zheng, Yanchi Liu, Hui Xiong, Nicholas Jing Yuan
Proceedings of the IEEE International Conference on Data Mining | December 2014
Recommendations in Location-based Social Networks: A Survey
Jie Bao, Yu Zheng, David Wilkie, Mohamed F. Mokbel
GeoInformatica | November 2014, Vol 19(3): pp. 525-565
Urban Computing: Concepts, Methodologies, and Applications
Yu Zheng, Licia Capra, Ouri Wolfson, Hai Yang
ACM Transaction on Intelligent Systems and Technology | October 2014
Exploiting Geographic Dependencies for Real Estate Appraisal: A Mutual Perspective of Ranking and Clustering
Yanjie Fu, Hui Xiong, Yong Ge, Zijun Yao, Yu Zheng, Zhi-Hua Zhou
Proceedings of the 20th SIGKDD conference on Knowledge Discovery and Data Mining | August 2014
Online Discovery of Gathering Patterns over Trajectories
Kai Zheng, Yu Zheng, Nicholas Jing Yuan, Xiaofang Zhou, Shuo Shang
IEEE Transaction on Knowledge Discovery and Data Engineering | January 2014
Crowd Sensing of Traffic Anomalies based on Human Mobility and Social Media
Yu Zheng, Bei Pan, David Wilkie, Cyrus Shahabi
Proceedings of the 21rd ACM International Conference on Advances in Geographical Information Systems | November 2013
Sensing the Pulse of Urban Refueling Behavior
Fuzheng Zhang, David Wilkie, Yu Zheng, Xing Xie
Proceedings of the 15th ACM International Conference on Ubiquitous Computing | September 2013
U-Air: When Urban Air Quality Inference Meets Big Data
Yu Zheng, Furui Liu, Hsun-Ping Hsieh
Proceedings of the 19th SIGKDD conference on Knowledge Discovery and Data Mining (KDD 2013) | August 2013
Publication Publication Publication Publication Publication Project
Urban Computing with Big Data
Yu Zheng
Communication on China Computer Federation (In Chinese) | August 2013
T-Drive: Enhancing Driving Directions with Taxi Drivers’ Intelligence
Nicholas Jing Yuan, Yu Zheng, Xing Xie, Guangzhong Sun
IEEE Transactions on Knowledge and Data Engineering | January 2013
On Detection of Emerging Anomalous Traffic Patterns Using GPS Data
Linsey Xiaolin Pang, Sanjay Chawla, Wei Liu, Yu Zheng
Data & Knowledge Engineering | January 2013
Location-based and Preference-Aware Recommendation Using Sparse Geo-Social Networking Data
Jie Bao, Yu Zheng
Proceedings of the 20rd ACM International Conference on Advances in Geographical Information Systems | November 2012
T-Finder: A Recommender System for Finding Passengers and Vacant Taxis
Nicholas Jing Yuan, Yu Zheng, Liuhang Zhang, Xing Xie
IEEE Transactions on Knowledge and Data Engineering | September 2012
Towards Mobile Intelligence: Learning from GPS History Data for Collaborative Recommendation
Vincent W. Zheng, Yu Zheng, Xing Xie, Qiang Yang
Artificial Intelligence Journal | April 2012
On Mining Anomalous Patterns in Road Traffic Streams
Linsey Xiaolin Pang, Sanjay Chawla, Wei Liu, Yu Zheng
International Conference on Advanced Data Mining and Applications | December 2011
International Conference on Advanced Data Mining and Applications
Where to Find My Next Passenger?
Yu Zheng, Xing Xie, Guangzhong Sun, Liuhang Zhang, Jing Yuan, Nicholas Jing Yuan
Proceedings of the 13th ACM International Conference on Ubiquitous Computing (Ubicomp 2011) | September 2011
Discovering Spatio-Temporal Causal Interactions in Traffic Data Streams
Wei Liu, Yu Zheng, Sanjay Chawla, Jing Yuan, Xing Xie
Proceedings of the 17th SIGKDD conference on Knowledge Discovery and Data Mining | August 2011
SIGKDD 2011
Driving with Knowledge from the Physical World
Jing Yuan, Yu Zheng, Xing Xie, Guangzhong Sun
Proceedings of the 17th SIGKDD conference on Knowledge Discovery and Data Mining | August 2011
Recommending friends and locations based on individual location history
Yu Zheng, Lizhu Zhang, Zhengxin Ma, Xing Xie, Wei-Ying Ma
ACM Transactions on the Web | February 2011
T-Drive: Driving Directions Based on Taxi Trajectories
Jing Yuan, Yu Zheng, Chengyang Zhang, Wenlei Xie, Xing Xie, Guangzhong Sun, Yan Huang
Proceedings of 18th ACM SIGSPATIAL Conference on Advances in Geographical Information Systems | November 2010
Best Paper Award
Detecting Nearly Duplicated Records in Location Datasets
Yu Zheng, Xixuan Feng, Xing Xie, Shuang Peng, James Fu
Proceedings of 18th ACM SIGSPATIAL Conference on Advances in Geographical Information Systems | November 2010
ACM SIGSPATIAL GIS 2010
Best Paper Award
Collaborative Location and Activity Recommendations With GPS History Data
Yu Zheng, Xing Xie, Qiang Yang, Vincent Wenchen Zheng
Proceedings of 2010 International conference on World Wide Web | April 2010
Learning Transportation Mode from Raw GPS Data for Geographic Application on the Web
Yu Zheng, Xing Xie
Proceedings of the 17th World Wide Web Conference | April 2008
-
Mining the Most Influential k-Location Set from Massive Trajectories
Yuhong Li, Jie Bao, Yanhua Li, Yingcai Wu, Zhiguo Gong, Yu Zheng
Proceedings of the 24th ACM International Conference on Advances in Geographical Information Systems | October 2016
Managing Massive Trajectories on the Cloud
Jie Bao, Ruiyuan Li, Xiuwen Yi, Yu Zheng
Proceedings of the 24th ACM International Conference on Advances in Geographical Information Systems | October 2016
Effective and Efficient: Large-scale Dynamic City Express
Siyuan Zhang, Lu Qin, Yu Zheng, Hong Cheng
IEEE Transaction on Knowledge and Data Engineering | August 2016
Real-Time City-Scale Taxi Ridesharing
Shuo Ma, Ouri Wolfson, Yu Zheng
IEEE Transactions on Knowledge Discovery and Data Engineering | July 2015, Vol 27: pp. 1782-1795
Destination Prediction by Sub-Trajectory Synthesis and Privacy Protection Against Such Prediction
Andy Yuan Xue, Rui Zhang, Yu Zheng, Xing Xie, Jin Huang, Zhenghua Xu
Proceedings of The 29th IEEE International Conference on Data Engineering | April 2013
Inferring Social Ties between Users with Human Location History
Xiangye Xiao, Yu Zheng, Qiong Luo, Xing Xie
Journal of Ambient Intelligence and Humanized Computing | December 2012
Discovering Regions of Different Functions in a City Using Human Mobility and POIs
Nicholas Jing Yuan, Yu Zheng, Xing Xie
Proceedings of the 18th SIGKDD conference on Knowledge Discovery and Data Mining | August 2012
Where to Find My Next Passenger?
Yu Zheng, Xing Xie, Guangzhong Sun, Liuhang Zhang, Jing Yuan, Nicholas Jing Yuan
Proceedings of the 13th ACM International Conference on Ubiquitous Computing (Ubicomp 2011) | September 2011
Recommending friends and locations based on individual location history
Yu Zheng, Lizhu Zhang, Zhengxin Ma, Xing Xie, Wei-Ying Ma
ACM Transactions on the Web | February 2011
Learning travel recommendations from user-generated GPS traces
Yu Zheng, Xing Xie
ACM Transaction on Intelligent Systems and Technology | January 2011
T-Drive: Driving Directions Based on Taxi Trajectories
Jing Yuan, Yu Zheng, Chengyang Zhang, Wenlei Xie, Xing Xie, Guangzhong Sun, Yan Huang
Proceedings of 18th ACM SIGSPATIAL Conference on Advances in Geographical Information Systems | November 2010
Best Paper Award
Detecting Nearly Duplicated Records in Location Datasets
Yu Zheng, Xixuan Feng, Xing Xie, Shuang Peng, James Fu
Proceedings of 18th ACM SIGSPATIAL Conference on Advances in Geographical Information Systems | November 2010
ACM SIGSPATIAL GIS 2010
Best Paper Award
Searching Trajectories by Locations: An Efficiency Study
Zaiben Chen, Heng Tao Shen, Xiaofang Zhou, Yu Zheng, Xing Xie
Proceedings of the 2010 ACM SIGMOD International Conference on Management of Data | June 2010
SIGMOD 2010
Learning Location Correlation from GPS trajectories
Yu Zheng, Xing Xie
Proceedings of the 11th International Conference on Mobile Data Management | May 2010
Collaborative Location and Activity Recommendations With GPS History Data
Yu Zheng, Xing Xie, Qiang Yang, Vincent Wenchen Zheng
Proceedings of 2010 International conference on World Wide Web | April 2010
Answering Top-k Similar Region Queries
Yu Zheng, Xing Xie
Proceedings of Database Systems for Advanced Applications | April 2010
Learning Transportation Mode from Raw GPS Data for Geographic Application on the Web
Yu Zheng, Xing Xie
Proceedings of the 17th World Wide Web Conference | April 2008
-
Urban Sensing Based on Human Mobility
Shenggong Ji, Yu Zheng, Tianrui Li
Proceedings of the 18th ACM International Conference on Ubiquitous Computing | June 2016
Indoor Air Quality Monitoring System for Smart Buildings
Xuxu Chen, Yu Zheng, Yubiao Chen, Qiwei Jin, Weiwei Sun, Eric Chang, Wei-Ying Ma
Proceedings of the 16th ACM International Conference on Ubiquitous Computing (UbiComp 2014) | September 2014
A Noise Map of New York City
Yilun Wang, Yu Zheng, Tong Liu
Proceedings of the 16th ACM International Conference on Ubiquitous Computing | August 2014
UbiComp 2014
A demo paper of UbiComp 2014
Inferring the Root Cause in Road Traffic Anomalies
Yu Zheng, Jiafeng Hu, Sanjay Chawla
Proceedings of the 2012 IEEE International Conference on Data Mining | December 2012
Discovering Regions of Different Functions in a City Using Human Mobility and POIs
Nicholas Jing Yuan, Yu Zheng, Xing Xie
Proceedings of the 18th SIGKDD conference on Knowledge Discovery and Data Mining | August 2012
-
Urban Sensing Based on Human Mobility
Shenggong Ji, Yu Zheng, Tianrui Li
Proceedings of the 18th ACM International Conference on Ubiquitous Computing | June 2016
Location-based and Preference-Aware Recommendation Using Sparse Geo-Social Networking Data
Jie Bao, Yu Zheng
Proceedings of the 20rd ACM International Conference on Advances in Geographical Information Systems | November 2012
-
Effective and Efficient: Large-scale Dynamic City Express
Siyuan Zhang, Lu Qin, Yu Zheng, Hong Cheng
Proceedings of the 23rd ACM International Conference on Advances in Geographical Information Systems | November 2015
Detecting Urban Black Holes Based on Human Mobility Data
Liang Hong, Yu Zheng, Duncan Yung, Jingbo Shang, Lei Zou
Proceedings of the 23rd ACM International Conference on Advances in Geographical Information Systems | November 2015
Trajectory Data Mining: An Overview
Yu Zheng
ACM Transaction on Intelligent Systems and Technology | September 2015
K-Nearest Neighbor Temporal Aggregate Queries
Yu Sun, Jianzhong Qi, Yu Zheng, Rui Zhang
Proceedings of the 18th International Conference on Extending Database Technology | March 2015
PRESS: A Novel Framework of Trajectory Compression in Road Networks
Renchu Song, Weiwei Sun, Baihua Zheng, Yu Zheng
The 40th International Conference on Very Large Data Bases (VLDB 2014) | September 2014
Crowd Sensing of Traffic Anomalies based on Human Mobility and Social Media
Yu Zheng, Bei Pan, David Wilkie, Cyrus Shahabi
Proceedings of the 21rd ACM International Conference on Advances in Geographical Information Systems | November 2013
A Framework of Traveling Companion Discovery on Trajectory Data Streams
Lu-An Tang, Yu Zheng, Jiawei Han, Jing Yuan, Nicholas Jing Yuan
ACM Transaction on Intelligent Systems and Technology | October 2013
On Discovery of Traveling Companions from Streaming Trajectories
Yu Zheng, Lu-An Tang, Jiawei Han, Alice Leung, Chih-Chieh Hung, Wen-Chih Peng, Jing Yuan, Nicholas Jing Yuan
Proceedings of the 28th International Conference on Data Engineering 2012 | April 2012
An Interactive Voting-based Map Matching Algorithm
Yu Zheng, Xing Xie, Chengyang Zhang, Guangzhong Sun, Jing Yuan
Proceedings of the 11th International Conference on Mobile Data Management | May 2010
-
Sparse Real Estate Ranking with Online User Reviews and Offline Moving Behaviors
Yanjie Fu, Yong Ge, Yu Zheng, Yanchi Liu, Hui Xiong, Nicholas Jing Yuan
Proceedings of the IEEE International Conference on Data Mining | December 2014
A Cloud-Based Knowledge Discovery System for Monitoring Fine-Grained Air Quality
Yu Zheng, Xuxu Chen, Qiwei Jin, Yubiao Chen, Xiangyun Qu, Xin Liu, Eric Chang, Wei-Ying Ma, Yong Rui, Weiwei Sun
MSR-TR-2014-40 | March 2014
Learning travel recommendations from user-generated GPS traces
Yu Zheng, Xing Xie
ACM Transaction on Intelligent Systems and Technology | January 2011
-
On Discovery of Gathering Patterns from Trajectories
Kai Zheng, Yu Zheng, Nicholas Jing Yuan, Shuo Shang
Proceedings of The 29th IEEE International Conference on Data Engineering | April 2013
-
Inferring the Root Cause in Road Traffic Anomalies
Yu Zheng, Jiafeng Hu, Sanjay Chawla
Proceedings of the 2012 IEEE International Conference on Data Mining | December 2012
Publications by Type
-
Mining the Most Influential k-Location Set From Massive Trajectories
Yuhong Li, Jie Bao, Yanhua Li, Yingcai Wu, Zhiguo Gong, Yu Zheng
IEEE Transactions on Big Data | August 2017
Effective and Efficient: Large-scale Dynamic City Express
Siyuan Zhang, Lu Qin, Yu Zheng, Hong Cheng
IEEE Transaction on Knowledge and Data Engineering | August 2016
Modeling of Geographic Dependencies for Real Estate Ranking
Yanjie Fu, Hui Xiong, Yong Ge, Yu Zheng, Zijun Yao, Zhi-Hua Zhou
ACM Transactions on Knowledge Discovery from Data | June 2016, Vol 11
Trajectory Data Mining: An Overview
Yu Zheng
ACM Transaction on Intelligent Systems and Technology | September 2015
Methodologies for Cross-Domain Data Fusion: An Overview
Yu Zheng
IEEE Transactions on Big Data | September 2015
Real-Time City-Scale Taxi Ridesharing
Shuo Ma, Ouri Wolfson, Yu Zheng
IEEE Transactions on Knowledge Discovery and Data Engineering | July 2015, Vol 27: pp. 1782-1795
Sensing the Pulse of Urban Refueling Behavior: A Perspective from Taxi Mobility
Fuzheng Zhang, Nicholas Jing Yuan, David Wilkie, Yu Zheng, Xing Xie
ACM Transaction on Intelligent Systems and Technology | June 2015
Discovering Urban Functional Zones Using Latent Activity Trajectories
Nicholas Jing Yuan, Yu Zheng, Xing Xie, Yingzi Wang, Kai Zheng, Hui Xiong
IEEE Transactions on Knowledge and Data Engineering | March 2015
Recommendations in Location-based Social Networks: A Survey
Jie Bao, Yu Zheng, David Wilkie, Mohamed F. Mokbel
GeoInformatica | November 2014, Vol 19(3): pp. 525-565
Urban Computing: Concepts, Methodologies, and Applications
Yu Zheng, Licia Capra, Ouri Wolfson, Hai Yang
ACM Transaction on Intelligent Systems and Technology | October 2014
The TM-RTree: An Index on Generic Moving Objects for Range Queries
Jianqiu Xu, Ralf Hartmut Gu¨ting, Yu Zheng
GeoInformatica | September 2014
Online Discovery of Gathering Patterns over Trajectories
Kai Zheng, Yu Zheng, Nicholas Jing Yuan, Xiaofang Zhou, Shuo Shang
IEEE Transaction on Knowledge Discovery and Data Engineering | January 2014
A Framework of Traveling Companion Discovery on Trajectory Data Streams
Lu-An Tang, Yu Zheng, Jiawei Han, Jing Yuan, Nicholas Jing Yuan
ACM Transaction on Intelligent Systems and Technology | October 2013
Urban Computing with Big Data
Yu Zheng
Communication on China Computer Federation (In Chinese) | August 2013
T-Drive: Enhancing Driving Directions with Taxi Drivers’ Intelligence
Nicholas Jing Yuan, Yu Zheng, Xing Xie, Guangzhong Sun
IEEE Transactions on Knowledge and Data Engineering | January 2013
On Detection of Emerging Anomalous Traffic Patterns Using GPS Data
Linsey Xiaolin Pang, Sanjay Chawla, Wei Liu, Yu Zheng
Data & Knowledge Engineering | January 2013
Inferring Social Ties between Users with Human Location History
Xiangye Xiao, Yu Zheng, Qiong Luo, Xing Xie
Journal of Ambient Intelligence and Humanized Computing | December 2012
T-Finder: A Recommender System for Finding Passengers and Vacant Taxis
Nicholas Jing Yuan, Yu Zheng, Liuhang Zhang, Xing Xie
IEEE Transactions on Knowledge and Data Engineering | September 2012
Towards Mobile Intelligence: Learning from GPS History Data for Collaborative Recommendation
Vincent W. Zheng, Yu Zheng, Xing Xie, Qiang Yang
Artificial Intelligence Journal | April 2012
Recommending friends and locations based on individual location history
Yu Zheng, Lizhu Zhang, Zhengxin Ma, Xing Xie, Wei-Ying Ma
ACM Transactions on the Web | February 2011
Learning travel recommendations from user-generated GPS traces
Yu Zheng, Xing Xie
ACM Transaction on Intelligent Systems and Technology | January 2011
-
Planning Bike Lanes based on Sharing-Bikes’ Trajectories
Jie Bao, Tianfu He, Sijie Ruan, Yanhua Li, Yu Zheng
August 2017
Mining Spatio-Temporal Reachable Regions over Massive Trajectory Data
Proceeding of the 33rd IEEE International Conference on Data Engineering | April 2017
Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction
Junbo Zhang, Yu Zheng, Dekang Qi
Proceeding of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI-17) | November 2016
Mining the Most Influential k-Location Set from Massive Trajectories
Yuhong Li, Jie Bao, Yanhua Li, Yingcai Wu, Zhiguo Gong, Yu Zheng
Proceedings of the 24th ACM International Conference on Advances in Geographical Information Systems | October 2016
Managing Massive Trajectories on the Cloud
Jie Bao, Ruiyuan Li, Xiuwen Yi, Yu Zheng
Proceedings of the 24th ACM International Conference on Advances in Geographical Information Systems | October 2016
DNN-Based Prediction Model for Spatio-Temporal Data
Junbo Zhang, Yu Zheng, Dekang Qi, Ruiyuan Li, Xiuwen Yi
Proceedings of the 24th ACM International Conference on Advances in Geographical Information Systems (ACM SIGSPATIAL 2016) | October 2016
FCCF: Forecasting Citywide Crowd Flows Based on Big Data
Minh X. Hoang, Yu Zheng, Ambuj K. Singh
Proceeding of the 24rd ACM International Conference on Advances in Geographical Information Systems (ACM SIGSPATIAL 2016) | October 2016
SmartAdP: Visual Analytics of Large-scale Taxi Trajectories for Selecting Billboard Locations
Jie Bao, Yu Zheng
The IEEE Conference on Visual Analytics Science and Technology (VAST 2016) | October 2016
Urban Sensing Based on Human Mobility
Shenggong Ji, Yu Zheng, Tianrui Li
Proceedings of the 18th ACM International Conference on Ubiquitous Computing | June 2016
Transfer Knowledge between Cities
Ying Wei, Yu Zheng, Qiang Yang
Proceedings of the 22th SIGKDD conference on Knowledge Discovery and Data Mining | June 2016
Urban Water Quality Prediction based on Multi-task Multi-view Learning
Ye Liu, Yu Zheng, Yuxuan Liang, Shuming Liu, David S. Rosenblum
Proceedings of the 25th International Joint Conference on Artificial Intelligence | June 2016
ST-MVL: Filling Missing Values in Geo-sensory Time Series Data
Xiuwen Yi, Yu Zheng, Junbo Zhang, Tianrui Li
Proceedings of the 25th International Joint Conference on Artificial Intelligence | June 2016
GeoBurst: Real-Time Local Event Detection in Geo-Tagged Tweet Streams
Chao Zhang, Guangyu Zhou, Quan Yuan, Honglei Zhuang, Yu Zheng, Lance Kaplan, Shaowen Wang, Jiawei Han
Proceedings of the 39th International ACM SIGIR Conference on Research and Development in Information Retrieval | May 2016
Effective and Efficient: Large-scale Dynamic City Express
Siyuan Zhang, Lu Qin, Yu Zheng, Hong Cheng
Proceedings of the 23rd ACM International Conference on Advances in Geographical Information Systems | November 2015
Location Selection for Ambulance Stations: A Data-Driven Approach
Yuhong Li, Yu Zheng, Shenggong Ji, Wenjun Wang, Leong Hou U, Zhiguo Gong
Proceedings of the 23rd ACM International Conference on Advances in Geographical Information Systems | November 2015
Detecting Collective Anomalies from Multiple Spatio- Temporal Datasets across Different Domains
Yu Zheng, Huichu Zhang, Yong Yu
Proceedings of the 23rd ACM International Conference on Advances in Geographical Information Systems | November 2015
Traffic Prediction in a Bike-Sharing System
Yexin Li, Yu Zheng, Huichu Zhang, Lei Chen
Proceedings of the 23rd ACM International Conference on Advances in Geographical Information Systems | November 2015
Detecting Urban Black Holes Based on Human Mobility Data
Liang Hong, Yu Zheng, Duncan Yung, Jingbo Shang, Lei Zou
Proceedings of the 23rd ACM International Conference on Advances in Geographical Information Systems | November 2015
Inferring Air Quality for Station Location Recommendation Based on Urban Big Data
Hsun-Ping Hsieh, Shou-De Lin, Yu Zheng
Proceedings of the 21th SIGKDD conference on Knowledge Discovery and Data Mining | August 2015
Forecasting Fine-Grained Air Quality Based on Big Data
Yu Zheng, Xiuwen Yi, Ming Li, Ruiyuan Li, Zhangqing Shan, Eric Chang, Tianrui Li
Proceedings of the 21th SIGKDD conference on Knowledge Discovery and Data Mining | August 2015
Assembler: Efficient Discovery of Spatial Co-evolving Patterns in Massive Geo-sensory Data
Chao Zhang, Yu Zheng, Xiuli Ma, Jiawei Han
Proceedings of the 21th SIGKDD conference on Knowledge Discovery and Data Mining | August 2015
K-Nearest Neighbor Temporal Aggregate Queries
Yu Sun, Jianzhong Qi, Yu Zheng, Rui Zhang
Proceedings of the 18th International Conference on Extending Database Technology | March 2015
Sparse Real Estate Ranking with Online User Reviews and Offline Moving Behaviors
Yanjie Fu, Yong Ge, Yu Zheng, Yanchi Liu, Hui Xiong, Nicholas Jing Yuan
Proceedings of the IEEE International Conference on Data Mining | December 2014
PRESS: A Novel Framework of Trajectory Compression in Road Networks
Renchu Song, Weiwei Sun, Baihua Zheng, Yu Zheng
The 40th International Conference on Very Large Data Bases (VLDB 2014) | September 2014
Diagnosing New York City’s Noises with Ubiquitous Data
Yu Zheng, Tong Liu, Yilun Wang, Yanmin Zhu, Yanchi Liu, Eric Chang
Proceedings of the 16th ACM International Conference on Ubiquitous Computing | September 2014
Publication Publication Publication Publication Publication Publication Publication Project
Indoor Air Quality Monitoring System for Smart Buildings
Xuxu Chen, Yu Zheng, Yubiao Chen, Qiwei Jin, Weiwei Sun, Eric Chang, Wei-Ying Ma
Proceedings of the 16th ACM International Conference on Ubiquitous Computing (UbiComp 2014) | September 2014
Exploiting Geographic Dependencies for Real Estate Appraisal: A Mutual Perspective of Ranking and Clustering
Yanjie Fu, Hui Xiong, Yong Ge, Zijun Yao, Yu Zheng, Zhi-Hua Zhou
Proceedings of the 20th SIGKDD conference on Knowledge Discovery and Data Mining | August 2014
A Noise Map of New York City
Yilun Wang, Yu Zheng, Tong Liu
Proceedings of the 16th ACM International Conference on Ubiquitous Computing | August 2014
UbiComp 2014
A demo paper of UbiComp 2014
Inferring Gas Consumption and Pollution Emission of Vehicles throughout a City
Jingbo Shang, Yu Zheng, Wenzhu Tong, Eric Chang, Yong Yu
Proceedings of the 20th SIGKDD conference on Knowledge Discovery and Data Mining | August 2014
Travel Time Estimation of a Path using Sparse Trajectories
Yilun Wang, Yu Zheng, Yexiang Xue
Proceedings of the 20th SIGKDD conference on Knowledge Discovery and Data Mining (KDD 2014) | August 2014
Crowd Sensing of Traffic Anomalies based on Human Mobility and Social Media
Yu Zheng, Bei Pan, David Wilkie, Cyrus Shahabi
Proceedings of the 21rd ACM International Conference on Advances in Geographical Information Systems | November 2013
Sensing the Pulse of Urban Refueling Behavior
Fuzheng Zhang, David Wilkie, Yu Zheng, Xing Xie
Proceedings of the 15th ACM International Conference on Ubiquitous Computing | September 2013
U-Air: When Urban Air Quality Inference Meets Big Data
Yu Zheng, Furui Liu, Hsun-Ping Hsieh
Proceedings of the 19th SIGKDD conference on Knowledge Discovery and Data Mining (KDD 2013) | August 2013
Publication Publication Publication Publication Publication Project
Destination Prediction by Sub-Trajectory Synthesis and Privacy Protection Against Such Prediction
Andy Yuan Xue, Rui Zhang, Yu Zheng, Xing Xie, Jin Huang, Zhenghua Xu
Proceedings of The 29th IEEE International Conference on Data Engineering | April 2013
T-Share: A Large-Scale Dynamic Taxi Ridesharing Service
Shuo Ma, Yu Zheng, Ouri Wolfson
Proceedings of The 29th IEEE International Conference on Data Engineering | April 2013
The Best Paper Runner-Up Award
On Discovery of Gathering Patterns from Trajectories
Kai Zheng, Yu Zheng, Nicholas Jing Yuan, Shuo Shang
Proceedings of The 29th IEEE International Conference on Data Engineering | April 2013
Inferring the Root Cause in Road Traffic Anomalies
Yu Zheng, Jiafeng Hu, Sanjay Chawla
Proceedings of the 2012 IEEE International Conference on Data Mining | December 2012
Location-based and Preference-Aware Recommendation Using Sparse Geo-Social Networking Data
Jie Bao, Yu Zheng
Proceedings of the 20rd ACM International Conference on Advances in Geographical Information Systems | November 2012
Discovering Regions of Different Functions in a City Using Human Mobility and POIs
Nicholas Jing Yuan, Yu Zheng, Xing Xie
Proceedings of the 18th SIGKDD conference on Knowledge Discovery and Data Mining | August 2012
Constructing Popular Routes from Uncertain Trajectories
Ling-Yin Wei, Yu Zheng, Wen-Chih Peng
Proceedings of the 18th SIGKDD conference on Knowledge Discovery and Data Mining | August 2012
Reducing Uncertainty of Low-Sampling-Rate Trajectories
Kai Zheng, Yu Zheng, Xing Xie, Xiaofang Zhou
Proceedings of the 28th International Conference on Data Engineering | April 2012
On Discovery of Traveling Companions from Streaming Trajectories
Yu Zheng, Lu-An Tang, Jiawei Han, Alice Leung, Chih-Chieh Hung, Wen-Chih Peng, Jing Yuan, Nicholas Jing Yuan
Proceedings of the 28th International Conference on Data Engineering 2012 | April 2012
On Mining Anomalous Patterns in Road Traffic Streams
Linsey Xiaolin Pang, Sanjay Chawla, Wei Liu, Yu Zheng
International Conference on Advanced Data Mining and Applications | December 2011
International Conference on Advanced Data Mining and Applications
Where to Find My Next Passenger?
Yu Zheng, Xing Xie, Guangzhong Sun, Liuhang Zhang, Jing Yuan, Nicholas Jing Yuan
Proceedings of the 13th ACM International Conference on Ubiquitous Computing (Ubicomp 2011) | September 2011
Discovering Spatio-Temporal Causal Interactions in Traffic Data Streams
Wei Liu, Yu Zheng, Sanjay Chawla, Jing Yuan, Xing Xie
Proceedings of the 17th SIGKDD conference on Knowledge Discovery and Data Mining | August 2011
SIGKDD 2011
Driving with Knowledge from the Physical World
Jing Yuan, Yu Zheng, Xing Xie, Guangzhong Sun
Proceedings of the 17th SIGKDD conference on Knowledge Discovery and Data Mining | August 2011
T-Drive: Driving Directions Based on Taxi Trajectories
Jing Yuan, Yu Zheng, Chengyang Zhang, Wenlei Xie, Xing Xie, Guangzhong Sun, Yan Huang
Proceedings of 18th ACM SIGSPATIAL Conference on Advances in Geographical Information Systems | November 2010
Best Paper Award
Detecting Nearly Duplicated Records in Location Datasets
Yu Zheng, Xixuan Feng, Xing Xie, Shuang Peng, James Fu
Proceedings of 18th ACM SIGSPATIAL Conference on Advances in Geographical Information Systems | November 2010
ACM SIGSPATIAL GIS 2010
Best Paper Award
Smart Itinerary Recommendation based on User-Generated GPS Trajectories
Hyoseok Yoon, Yu Zheng, Xing Xie, Woontack Woo
Proceedings of the International Conference on Ubiquitous Intelligence and Computing | October 2010
Best Paper Award
Searching Trajectories by Locations: An Efficiency Study
Zaiben Chen, Heng Tao Shen, Xiaofang Zhou, Yu Zheng, Xing Xie
Proceedings of the 2010 ACM SIGMOD International Conference on Management of Data | June 2010
SIGMOD 2010
An Interactive Voting-based Map Matching Algorithm
Yu Zheng, Xing Xie, Chengyang Zhang, Guangzhong Sun, Jing Yuan
Proceedings of the 11th International Conference on Mobile Data Management | May 2010
Learning Location Correlation from GPS trajectories
Yu Zheng, Xing Xie
Proceedings of the 11th International Conference on Mobile Data Management | May 2010
Collaborative Location and Activity Recommendations With GPS History Data
Yu Zheng, Xing Xie, Qiang Yang, Vincent Wenchen Zheng
Proceedings of 2010 International conference on World Wide Web | April 2010
Answering Top-k Similar Region Queries
Yu Zheng, Xing Xie
Proceedings of Database Systems for Advanced Applications | April 2010
Learning Transportation Mode from Raw GPS Data for Geographic Application on the Web
Yu Zheng, Xing Xie
Proceedings of the 17th World Wide Web Conference | April 2008
-
Methods for Sensing Urban Noises
Tong Liu, Yu Zheng, Lubin Liu, Yanchi Liu, Yanmin Zhu
MSR-TR-2014-66 | May 2014
MSR-TR-2014-66
A Cloud-Based Knowledge Discovery System for Monitoring Fine-Grained Air Quality
Yu Zheng, Xuxu Chen, Qiwei Jin, Yubiao Chen, Xiangyun Qu, Xin Liu, Eric Chang, Wei-Ying Ma, Yong Rui, Weiwei Sun
MSR-TR-2014-40 | March 2014
Segmentation of Urban Areas Using Road Networks
Nicholas Jing Yuan, Yu Zheng, Xing Xie
MSR-TR-2012-65 | July 2012