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Yan Huang, Ph.D.
Professor
CSE
University of North Texas
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My DBLP entry

These documents are made available to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders.
Closeness and Structure of Friends Help to Estimate User Locations
Zhi Liu, Yan Huang
International Conference on Database Systems for Advanced Applications (DASFAA), 2016
Atvis: A New Transit Visualization System
Jiaxuan Pang, Charles Tian, Yan Huang, Bill Buckles, Arash Mirzaei
Geocomputation, 2015
Predicting Hourly Ozone Pollution in Dallas-FortWorth Area Using Spatio-Temporal Clustering
Mahdi Ahmadi, Yan Huang, KuruvillaJohn
Geocomputation, 2015
Location-based Event Search in Social Texts
Yan Huang, Zhi Liu, Phuc Nguyen
International Conference on Computing, Networking and Communications, 2015
Community Detection from Location-Tagged Networks
Zhi Liu, Yan Huang
ACM SIGSPAITAL'14
Large Scale Real-time Ridesharing with Service Guarantee on Road Networks
Yan Huang, Ruoming Jin, Favyen Bastani, Sean Xiaoyang Wang
PVLDB 7(14): 2017-2028 (2014) [gitHub Code] [Dataset]
SPOT: Locating Social Media Users Based on Social Network Context
Longbo Kong, Zhi Liu, Yan Huang
PVLDB 7(13): 1681-1684 (2014)
Mining Co-locations under Uncertainty
Zhi Liu, Yan Huang
in proc. of 13th International Symposium Advances in Spatial and Temporal Databases (SSTD) 2013: 429-446
Regional Co-locations of Arbitrary Shapes
Song Wang, Yan Huang, Xiaoyang Sean Wang
in proc. of 13th International Symposium Advances in Spatial and Temporal Databases (SSTD) 2013: 19-37
Merged Aggregate Nearest Neighbor Query Processing in Road Networks
Weiwei Sun, Chong Chen, Baihua Zheng, Chunan Chen, Liang Zhu, Weimo Liu, Yan Huang
ACM International Conference on Information and Knowledge Management (CIKM), 2013
demo Noah: A Dynamic Ridesharing System
Charles Tian, Yan Huang, Favyen Bastani, Ruoming Jin
demo in ACM SIGMOD/PODS Conference, 2013: 985-988
Aggregate keyword routing in spatial database
Kunjie Chen, Weiwei Sun, Chuanchuan Tu, Chunan Chen, Yan Huang
ACM SIGSPATIAL/GIS 2012: 430-433
Quick map matching using multi-core CPUs.
Renchu Song, Wei Lu, Weiwei Sun, Yan Huang, Chunan Chen:
ACM SIGSPATIAL/GIS 2012: 606-608-148, GIS CUP Second Place Winner
Tracking the Dynamic Distribution of People in Indoor Space with Noisy Partitioning Sensors
Song Wang, Xiaoyang Sean Wang, Yan Huang
IEEE International Conference on Mobile Data Management (MDM) 2012: 202-211
Circle of Friend Query in Geo-Social Networks
Weimo Liu, Weiwei Sun, Chunan Chen, Yan Huang, Yinan Jing, and Kunjie Chen
The 17th International Conference on Database Systems for Advanced Applications (DASFAA) (2) 2012: 126-137
Detecting regions of disequilibrium in taxi services under uncertainty
Yan Huang, Jason Powell
ACM SIGSPATIAL/GIS 2012: 139-148
Distance Preserving Graph Simplification
Ning Ruan, Ruoming Jin, Yan Huang
in proc. of IEEE International Conference on Data Mining (ICDM), 2011
On Multi-Type Reverse Nearest Neighbor Search
Xiaobin Ma, Chengyang Zhang, Shashi Shekhar, Yan Huang, Hui Xiong
Journal of Data & Knowledge Engineering,Volume 70, Issue 11, November 2011, Pages 955-983
Towards Reducing Taxicab Cruising Time Using Spatio-Temporal Profitability Maps
Jason W. Powell, Yan Huang, Favyen Bastani, Minhe Ji
in proc. of 12th International Symposium Advances in Spatial and Temporal Databases (SSTD), 2011
download The Design of a Benchmark for Geo-Stream Management Systems
Chao Shen, Yan Huang, Jason Powell
in proc. of The ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL GIS), 2011
A Factor Graph Based Dynamic Spectrum Allocation Approach for Cognitive Network
Shu Chen, Yan Huang, Kamesh Namuduri
in proc. of IEEE WCNC, 2011
A Greener Transportation Mode: Flexible Routes Discovery from GPS Trajectory Data
Favyen Bastani, Yan Huang, Xing Xie, Jason Powell
in proc. of The ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL GIS), 2011
Routing-based Map Matching for Extracting Routes from GPS Trajectories
Terry Griffin, Yan Huang, Shawn Seals
in proc. of 2nd International Conference on Computing for Geospatial Research & Applications , 2011
Querying Streaming Point Clusters as Regions
Chengyang Zhang, Yan Huang
in proc. of The 1st International Workshop on GeoStreaming (IWGS), 2010, pages 43-50
T-Drive: Driving Directions Based on Taxi Trajectories
Jing Yuan, Yu Zheng, Chengyang Zhang, Wenlei Xie, Xing Xie, Guangzhong Sun, Yan Huang
in proc. of The 18th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL GIS) , 2010, pages 99-108, Best Paper Runner Up
Privacy Preserving Group Nearest Neighbour Queries in Location-based Services using Cryptographic Techniques
Yan Huang and Roopa Vishwanathan
in proc. of IEEE Global Communications Conference(GLOBECOM), 2010, pages 1-5
Low Cost Region Detection from Distributed Sensor Observations
Chengyang Zhang and Yan Huang
in proc. of the 11th International Conference on Mobile Data Management (MDM), 2010, pages 11-20, Best Paper Runner Up
Download Demo Paper: Querying Geospatial Stream in Secondo
Chengyang Zhang and Yan Huang
in proc. of The 17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL GIS) , pages: 544-545, 2009
Map-Matching for Low-Sampling-Rate GPS Trajectories
Yin Lou, Chengyang Zhang, Yu Zheng, Xing Xie, Wei Wang, and Yan Huang
in proc. of The ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL GIS) , pages: 544-545, 2009, (Acceptance ratio 20%, 38 out of 185)
A Two-level Protocol to Answer Private Location-based Queries
Roopa Vishwanathan and Yan Huang
in proc. of IEEE Intelligence and Security Informatics (ISI) , Pages: 149-154, 2009, Best Paper Honorable Mention
A Natural Language Interface for Crime-related Spatial Queries
Chengyang Zhang, Yan Huang, Rada Mihalcea and Hector Cuellar
in proc. of IEEE Intelligence and Security Informatics (ISI) , Pages: 164-166, 2009
Intelligent System for Locating, Labeling, and Logging (ISL3)
Yan Huang, Terry Griffin, Salomon Lompo
in proc. of Twenty Second International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems IEA-AIE, Pages:167-173, 2009
Recognizing Human Activities from Multi-Modal Sensors
Shu Chen and Yan Huang
in proc. of IEEE Intelligence and Security Informatics (ISI) , Pages: 220-222, 2009
Integration of wireless sensor networks in environmental monitoring cyber infrastructure
Jue Yang, Chengyang Zhang, Xinrong Li, Yan Huang, Shengli Fu, Miguel Acevedo
Wireless Networks 16(4): 1091-1108 (2010)
bib Interval-Based Nearest Neighbor Queries Over Sliding Windows from Trajectory Data
Yan Huang, Chengyang Zhang
in proc. of The 10th International Conference on Mobile Data Management (MDM) , Pages 212-221, 2009 (Acceptance ratio 26%, 23 out of 88)
Information Integration Across Heterogeneous Sources: Where Do We Stand and How to Proceed?
Aditya Telang, Sharma Chakravarthy , Yan Huang
in Proc. of 14th International Conference on Management of Data , pages 186-197, 2008 (Acceptance ratio 38%, 23 out of 60)
bib An Environmental Monitoring System with Integrated Wired and Wireless Sensors
Jue Yang, Chengyang Zhang, Xinrong Li, Yan Huang, Shengli Fu, Miguel Acevedo
in Proc. of International Conference on Wireless Algorithms, Systems and Applications , Pages 224-236, 2008
bib Towards A Real and Remote Wireless Sensor Network Testbed
Shu Chen and Yan Huang and Chengyang Zhang
in Proc. of International Conference on Wireless Algorithms, Systems and Applications , Pages 385-396, 2008
Slides Modeling Herds and Their Evolvements from Trajectory Data
Yan Huang, Cai Chen, Pinliang Dong
in proc. of 5th International Conference on Geographic Information Science (GI Science) , 2008 (Acceptance ratio 30%, 24 out of 77)
Slides New Data Types and Operations to Support Geo-streams
Yan Huang, Chengyang Zhang
in proc. of 5th International Conference on Geographic Information Science (GI Science) , Pages: 106 - 118 , 2008 (Acceptance ratio 30%, 24 out of 77)
Slides Energy Efficient Map Interpolation for Sensor Fields Using Kriging
Brian Harrington, Yan Huang, Jue Yang, Xinrong Li
in IEEE Transaction on Mobile Computing , Volume 8, Issue 5, Pages 622-635, 2009
Cloaking Locations for Anonymous Location Based Services: A Hybrid Approach
Chengyang Zhang, Yan Huang
Journal of Geoinformatica, Volume 13, Issue 2, Pages 159 - 182, 2009
A Framework for Mining Sequential Patterns from Spatio-Temporal Event Datasets
Yan Huang, Liqin Zhang, Pusheng Zhang
IEEE Transactions on Knowledge and Data Engineering (TKDE), Vol. 20, No. 4, 433-448, 2008
On The Relationships Between Clustering and Spatial Co-location Pattern Mining
Yan Huang, Pusheng Zhang, Chengyang Zhang
invited, Interntional Journal on Artificial Intelligence Tools (IJAIT), Vol 17, No. 1, 513-522, Feb. 2008
Spatiotemporal Sequential Patterns
Yan Huang, Liqin Zhang
Encyclopedia of Geographical Information Science, Springer, pp. 1049-1054, 2007
poster Cluster By: A New SQL Extension for Spatial Data Aggregation
Chengyang Zhang, Yan Huang
in proc. of 15th ACM International Symposium on Advances in Geographic Information Systems, 53-56, 2007 (short paper, Acceptance ratio 25%)
A Two Round Reporting Approach to Energy Efficient Interpolation of Sensor Fields
Brian Harrington, Yan Huang
in proc. of 10th International Symposium on Spatial and Temporal Databases (SSTD), , pp. 130 - 147, 2007 (Acceptance ratio 27%)
A Language and a Visual Interface to Specify Complex Spatial Patterns
Xiaohui Li, Yan Huang
in Proc. of 11th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) , pp. 656-663, 2007 (Acceptance ratio 17.67%)
On The Relationships Between Clustering and Spatial Co-location Pattern Mining
Yan Huang, Pusheng Zhang
in Proc. of IEEE International Conference on Tools with Artificial Intelligence (ICTAI) , pp. 513-522, 2006 (regular paper,Acceptance ratio 25%)
Finding Sequential Patterns from a Massive Number of Spatio-Temporal Events
Yan Huang, Liqin Zhang, and Pusheng Zhang
in Proc. of SIAM International Conference on Data Mining (SDM) , pp. 633-637, 2006 (Short paper, Acceptance ratio 14.3%)
Co-location Mining with Rare Spatial Features
Yan Huang, Jian Pei, and Hui Xiong
Journal of GeoInformatica, vol. 10, issue 3 , pp. 239-260, 2006
slides In-network Surface Simplification for Sensor Fields
Brian Harrington and Yan Huang
In Proc. of The 13th ACM Intl. Symp. on Advances in Geographic Information Systems (ACM-GIS), , pp. 41-50, November 2005 (Acceptance ratio 36%)
Querying the Content of Images in Material Science: An Integration of SQL and Map Algebra
Yan Huang, Brian Harrington, Nandika Dsouza, and Robert Brazile
17th Internatial Conference on Scientific and Statistical Data Management (SSDBM) , pp. 283-292, 2005 (Acceptance ratio 33%)
Can We Apply Projection Based Frequent Pattern Mining Paradigm to Spatial Co-location Mining?
Yan Huang, Liqin Zhang, and Ping Yu
in Proc. of the 9th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), pp. 719-725, 2005 (Short paper, Acceptance ratio 14%)
Discovering Co-location Patterns from Spatial Datasets: A General Approach
Yan Huang, Shashi Shekhar, and Hui Xiong
IEEE Transactions on Knowledge and Data Engineering (TKDE), VOL. 16, NO. 12, pp. 1472-1485, December 2004

A Framework for Discovering Co-location Patterns in Data Sets with Extended Spatial Objects
H. Xiong, S. Shekhar, Y. Huang, V. Kumar, X. Ma, and J. Yoo
in Proc. of SIAM International Conference on Data Mining (SDM) , pp. 121-132, 2004 (Acceptance ratio 14.3%)
Slides
Trends in Spatial Data Mining
Shashi Shekhar, Pusheng Zhang, Yan Huang, and R. Vatsavai
as a book chapter in "Data Mining: Next Generation Challenges and Future Directions", H. Kargupta, A. Joshi, K. Sivakumar, and Y. Yesha (editors), AAAI/MIT Press, 2004
slides Spatial Cone Tree: An Index Structure for Correlation-based Similarity Queries on Spatial Time Series
P. Zhang, S. Shekhar, Y. Huang, and V. Kumar
International Workshop on Next Generatio Geospatial Information, October, 2003
Exploiting Spatial Autocorrelation to Efficiently Process Correlation-Based Similarity Queries
Pusheng Zhang, Yan Huang, Shashi Shekhar, and Vipin Kumar
in Proc. of the 8th Intl. Symp. on Spatial and Temporal Databases (SSTD), Santorini island, Greece , pp. 449-468, July 2003 (Acceptance ratio 26%)
Evacuation Planning: A Capacity Constrained Routing Approach
Qingson Lu, Yan Huang, and Shashi Shekhar
in Proc. of the First NSF/NIJ Symposium on Intelligence and Security Informatics (ISI 2003) pp. 291-307, (around 1 out of 3)
Correlation Analysis of Spatial Time Series Datasets: A Filter-and-Refine Approach
Pusheng Zhang, Yan Huang, Shashi Shekhar, and Vipin Kumar
in Proc. of the 7th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), pp. 563-575, 2003 (Acceptance ratio 18%)
Mining Confident Co-location Rules without A Support Threshold
Yan Huang, Hui Xiong, Shashi Shekhar, and Jian Pei
in Proc. of the 18th ACM Symposium on Applied Computing (ACM SAC), pp. 497-501,March 2003 (Acceptance ratio 22% for data mining track)
Vector Map Compression: A Clustering Approach
Shashi Shekhar, Yan Huang, Judy Djugash, and Changqing Zhou
In Proc. of The 10th ACM Intl. Symp. on Advances in Geographic Information Systems (ACM-GIS), , pp. 74 - 80, McLean, VA, November 2002 (Acceptance ratio 30%)
Dictionary Design Algorithms for Vector Map Compression
Shashi Shekhar, Yan Huang, and Judy Djugash
In Proc. of IEEE Data Compression Conference (DCC) , pp. 471, Snowbird, UT, April 2002 (short paper)
Slides
Discovering Spatial Co-location Patterns: a Summary of Results
Shashi Shekhar and Yan Huang
In Proc. of 7th Intl. Symp. on Spatial and Temporal Databases (SSTD), pp. 236 -256, Redondo Beach, CA, July 2001 (Acceptance ratio 30%)
What's Spatial about Spatial Data Mining: Three Case Studies
Shashi Shekhar, Yan Huang, Weili Wu, C.T. Lu, and S. Chawla
Chapter of Book: Data Mining for Scientific and Engineering Applications. R. Grossman, C. Kamath, P. Kegelmeyer, V. Kumar, R. Namburu (eds.), ISBN1-4020-0033-2, Kluwer Academic Publishers, 2001

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