| 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. |
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Distance Preserving Graph Simplification Ning Ruan, Ruoming Jin, Yan Huang in proc. of IEEE International Conference on Data Mining (ICDM), 2011 |
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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 |
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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 |
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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 |
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A Factor Graph Based Dynamic Spectrum Allocation Approach for Cognitive Network Shu Chen, Yan Huang, Kamesh Namuduri in proc. of IEEE WCNC, 2011 |
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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 |
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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 |
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Querying Streaming Point Clusters as Regions Chengyang Zhang, Yan Huang in proc. of The 1st International Workshop on GeoStreaming (IWGS), 2010, pages 43-50 |
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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 |
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A Factor Graph Based Dynamic Spectrum Allocation Approach for Cognitive Network Shu Chen, Yan Huang, Kamesh Namuduri in proc. of IEEE Intelligence and Security Informatics (ISI) , Pages: 220-222, 2009 |
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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 |
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SimUnion: Quantifying Similarities in Heterogeneous Networks Cai Chen, Yan Huang submitted, 2009 |
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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 |
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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 |
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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) |
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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 |
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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 |
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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 |
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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 |
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Remote Near-Real-Time Environmental Monitoring with Integrated Wired and Wireless Sensors Jue Yang, Chengyang Zhang, Xinrong Li, Yan Huang, Shengli Fu, Miguel Acevedo Wireless Networks 16(4): 1091-1108 (2010) |
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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) |
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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) |
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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 |
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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 |
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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) |
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Aggregating and Querying Geo-streams Chengyang Zhang, Yan Huang submitted to a conference, 2008 |
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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) |
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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 |
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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 |
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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 |
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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 |
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Spatiotemporal Sequential Patterns Yan Huang, Liqin Zhang Encyclopedia of Geographical Information Science, Springer, pp. 1049-1054, 2007 |
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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%) |
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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%) |
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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%) |
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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%) |
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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%) |
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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 |
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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%) |
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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%) |
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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%) |
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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 |
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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%) |
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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 |
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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 |
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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%) |
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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) |
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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%) |
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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) |
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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%) |
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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) |
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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%) |
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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 |