@Book{AAAI03_Shekhar,
Author = {Shekhar, S. and Zhang, P. and Huang, Y. and Vatsavai, R.},
Title = {{Trends in Spatial Data Mining (chapter 3 of book: Data Mining: Next Generation Challenges and Future Directions)}},
Publisher = {AAAI MIT Press},
ISB ={0262612038},
Year = {2003}
}

@Book{Springer01_Shekhar,
Author ={Shekhar, S. and Huang, Y. and Wu W. and Lu,C.T. and Chawla, S. },
Title ={{What's Spatial about Spatial Data Mining: Three Case Studies (chapter of book: Data Mining for Scientific and Engineering Applications}},
ISB ={1-4020-0033-2},
Publisher = {Springer},
Year ={2001}
}

%%%%%%%%%%%%%%% spatial-time series %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
@InProceedings{PAKDD03_Zhang,
Author = {Zhang, P. and Huang, Y. and Shekhar, S. and Kumar, V.},
Title = {{Correlation Analysis of Spatial Time Series Datasets: A Filter-and-Refine Approach}},
BookTitle = {Proceedings of the Seventh Pacific-Asia Conference on Knowledge Discovery and Data Mining PAKDD},
Pages = {563-575},
Year = {2003}
}

@InProceedings{SSTD03_Zhang,
Author = {Zhang, P. and Huang, Y. and Shekhar, S. and Kumar, V.},
Title = {{Exploiting Spatial Autocorrelation to Efficiently Process Correlation-Based Similarity Queries}},
BookTitle = {Proceedings of the 8th Intl. Symp. on Spatial and Temporal Databases (SSTD)},
Pages = {449-468},
Year = {2003}
}

@InProceedings{NG2I_Zhang03,
Author = {Zhang, P. and Shekhar, S. and Huang, Y. and Kumar, V.},
Title = {{Spatial Cone Tree: An Index Structure for Correlation-based Similarity Queries on Spatial Time Series Data}},
BookTitle = {Proceedings of International Workshop on Next Generation Geospatial Information},
Year = {2003}
}

%%%%%%%%%%%%%%%%%%% co-location mining %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
@InProceedings{SSTD01_Shekhar,
Author = {Shekhar, S. and Huang, Y.},
Title = {{Co-location Rules Mining: A Summary of Results}},
Booktitle = {Proceedings of the 7th Intl. Symposium on Spatio-temporal Databases},
Pages = {236-256},
Year = {2001}
}

@InProceedings{SDM02_Shekhar,
Author = {Shekhar, S. and Huang, Y.},
Title = {{Multi-resolution Co-location Miner: a New Algorithm to Find Co-location Patterns from Spatial Datasets}},
Booktitle = {Proceedings of SIAM SDM02 Workshop on Mining Scientific Datasets},
Year = {2002}

}

@InProceedings{SAC03_Huang,
Author = {Huang, Y. and Xiong, H. and Shekhar, S. and Pei, J.},
Title = {{Mining Confident Co-location Rules without a Support Threshold}},
Booktitle = {Proceedings of of 18th ACM Symposium on Applied Computing (ACM SAC)},
Pages = {497-501},
Year = {2003}
}

@InProceedings{SDM04_Xiong,
Author = {Xiong, H. and Shekhar, S. and Huang, Y. and Kumar, V. and Ma, X.B and Yoo, J.S.},
Title = {{A Framework for Discovering Co-location Patterns in Data Sets with Extended Spatial Objects}},
Booktitle = {Proceedings of SIAM Intl. Conferences on Data Mining},
Pages = {121-132},
Year = {2004},
}

@InProceedings{SDM06_Huang,
Author = {Y. Huang and L. Zhang and P. Zhang},
Title = {Finding Sequential Patterns from Spatio-Temporal Data},
Booktitle = {Proceedings of SIAM Intl. Conference on Data Mining},
Pages = {633-637},
Year = {2006},
}

@Article{TKDE04_Huang,
Author = {Huang, Y. and Shekhar, S. and Xiong, H.},
Title = {Discovering Co-location Patterns from Spatial Datasets: A General Approach},
Journal = {IEEE Transactions on Knowledge and Data Engineering},
Volume = 16,
Number = 12,
Pages = {1472-1485},
Year = {2004}
}


@Article{TKDE08_Huang,
Author = {Huang, Y. and Zhang, L. and Zhang, P.},
Title = {A Framework for Mining Sequential Patterns from Spatio-Temporal Event Datasets},
Journal = {IEEE Transactions on Knowledge and Data Engineering},
volume = 20,
number = 4,
Pages = {433-448},
Year={2008}
}

@Article{IJTAI08_Huang,
Author = {Huang, Y. and and Zhang, P.},
Title = {On The Relationships Between Clustering and Spatial Co-location Pattern Mining},
Journal = {International Journal on Artificial Intelligence Tools (IJAIT)},
volume = 17,
number = 1,
Pages = {55-70},
Year={2008}
}

@Article{ICTAI06_Huang,
Author = {Huang, Y. and and Zhang, P.},
Title = {On The Relationships Between Clustering and Spatial Co-location Pattern Mining},
Journal = {Proceedings of IEEE International Conference on Tools with Artificial Intelligence (ICTAI)},
Pages = {513-522},
Year={2006}
}

@Article{EnGIS_Huang08,
Author = {Yan Huang and Liqin Zhang},
Title = {Spatiotemporal Sequential Patterns},
Journal = {Encyclopedia of Geographical Information Science},
Publisher = {Springer},
Pages = {1049-1054},
Year = 2008
}

@InProceedings{PAKDD05_Huang,
Title = {Can We Apply Projection Based Frequent Pattern Mining Paradigm to Spatial Co-location Mining?},
Author = {Yan Huang and Liqin Zhang and Ping Yu},
BookTitle = {Proceedings of the 9th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD)},
Pages = {719-725},
Year = 2005
}

@Article{GeoInformatica06_Huang,
Title = {Co-location Mining with Rare Spatial Features},
Author = {Yan Huang and Jian Pei and Hui Xiong},
Journal = {Journal of GeoInformatica},
volume = {10},
number = 3,
Pages = {239-260},
Year = 2006
}

@Book{Kluwer05_Huang,
Title = {An Invitation to Spatial Data Mining},
Author = {Shashi Shekhar and Pusheng Zhang and Yan Huang},
BookTitle = {book chapter in Data Mining and Knowledge Discovery Handbook: A Complete Guide for Practitioners and Researchers)},
Editors = {O. Maimon and L. Rokach},
publisher = {Kluwer Academic Publishers},
ISBN = { 0387244352},
Year = 2005
}

@InProceedings{GIScience08_Huang,
Title = {Modeling Herds and Their Evolvements from Trajectory Data},
Author = {Yan Huang and Cai Chen and Pinliang Dong},
BookTitle = {Proceedings of 5th International Conference on Geographic Information Science (GI Science)},
Pages = {90-105},
Year = 2008
}

%%%%%%%%%%%%%%%%%%%%%%%%% geo-sensor networks %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
@Article{Springer08_Yang,
Author = "Jue Yang and Chengyang Zhang and Xinrong Li and Yan Huang and Shengli Fu and Miguel Acevedo",
Title = " Remote Near-Real-Time Environmental Monitoring with Integrated Wired and Wireless Sensors",
Journal = "International Journal of Wireless Information Networks",
Volume = 5258,
Pages = 1098-1108,
publisher = Springer,
Year = {2008}
}

@InProceedings{WASA08_Yang,
Author = "Jue Yang and Chengyang Zhang and Xinrong Li and Yan Huang and Shengli Fu and Miguel Acevedo",
Title = "Environmental Monitoring with Integrated Wired and Wireless Sensors",
BookTitle = {Proceedings of International Conference on Wireless Algorithms, Systems and Applications},
Pages = {224-236},
Year = {2008}
}

@InProceedings{WASA08_Chen,
Author = "Shu Chen and Yan Huang",
Title = "Toward A Real and Remote Wireless Sensor Network Testbed",
BookTitle = {Proceedings of International Conference on Wireless Algorithms, Systems and Applications},
Pages = {385-396},
Year = {2008}
}

@InProceedings{ACMGIS05_Huang,
Title = {In-network Surface Simplification for Sensor Fields},
Author = {Brian Harrington and Yan Huang},
BookTitle = {Proceedings of 13th ACM Intl. Symposium on Advances in Geograhic Information Systems (ACM-GIS)},
Pages = {41-50},
Year = 2005
}

@Article{TMC09_Harrington,
Author = "Brian Harrington and Yan Huang and Jue Yang and Xinrong Li",
Title = " Energy Efficient Map Interpolation for Sensor Fields",
Journal = "IEEE Transactions on Mobile Computing",
Volume = 8,
Issue = 5,
Pages 622-635,
Year = {2009}
}

@InProceedings{SSTD07_Harrington,
Author = {Brian Harrington and Yan Huang},
Title = {A Two Round Reporting Approach to Energy Efficient Interpolation of Sensor Fields},
BookTitle = {Proceedings of the 12th Intl. Symp. on Spatial and Temporal Databases (SSTD)},
Pages = {130-147},
Year = {2007}
}
%%%%%%%%%%%%%%%%%%%%%%%%%% geo-stream processing %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
@InProceedings{ACMGIS07_Zhang,
Author = {Chengyang Zhang and Yan Huang},
Title = {Cluster By: A New SQL Extension for Spatial Data Aggregation},
BookTitle = {Proceedings of the 13th ACM international symposium on Advances in geographic information systems},
Pages = {53-56},
Year = {2007},
}


@InProceedings{GIScience08_Huang_2,
Title = {New Data Types and Operations to Support Geo-streams},
Author = {Yan Huang and Chengyang Zhang},
BookTitle = {Proceedings of 5th International Conference on Geographic Information Science (GI Science)},
Year = 2008
}


@InProceedings{MDM09_Huang,
Title = {Interval-Based Nearest Neighbor Queries Over Sliding Windows from Trajectory Data},
Author = {Yan Huang and Chengyang Zhang},
BookTitle = {Proceedings of 10th International Conference on Mobile Data Management (MDM)},
Year = 2009
}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% query language %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
@InProceedings{PAKDD07_Li,
Title = {A Language and a Visual Interface to Specify Complex Spatial Patterns},
Author = {Xiaohui Li and Yan Huang},
BookTitle = {Proceedings of the 11th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD)},
Pages = {656-663},
Year = 2007
}

%%%%%%%%%%%%%%%%%%%%%%%%%%%% map compression %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
@InProceedings{ACMGIS02_Shekhar,
Author = {Shashi Shekhar and Yan Huang and Judy Djugash and Changqing Zhou},
Title = {Vector map compression: a clustering approach},
BookTitle = {Proceedings of the 10th ACM international symposium on Advances in geographic information systems},
Year = {2002},
Pages = {74--80}
}

@InProceedings{DCC02_Shekhar,
Author = {S. Shekhar and Y. Huang and J. Djugash},
Title = {Dictionary Design Algorithms for Vector Map Compression},
BookTitle = {Proceedings of the Data Compression Conference},
Year = {2002},
Pages = {471}
}

%%%%%%%%%%%%%%%%%%%%%%%%%%%% evacuation planning %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
@InProceedings{ISI02_Lu,
Author = {Qingson Lu and Yan Huang and Shashi Shekhar},
Title = {Evacuation Planning: A Capacity Constrained Routing Approach},
BookTitle = {Proceedings of First NSF_NIJ Symposium on Intelligence and Security Informatics},
Pages = {291-307},
Year = {2003}
}



%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% material science images %%%%%%%%%%%%%%%%%%%%%
@InProceedings{SSDBM05_Huang,
Author = {Yan Huang and Brian Harrington and Nandika Dsouza and Robert P. Brazile},
Title = {Material Science Image Content Querying: A SQL Integrated Map Algebra Approach},
BookTitle = {Proceedings of 17th International Conference on Scientific and Statistical Database Management},
Year = {2005},
Pages = {283-292}
}

%%%%%%%%%%%%%%%%%%%%%%%%%%% location privacy %%%%%%%%%%%%%%%%%%%%%%%%%%%
@Article{Geoinformatica09_Huang,
Author = "Chengyang Zhang and Yan Huang",
Title = "Cloaking Locations for Anonymous Location Based Services: A Hybrid Approach",
Journal = "Journal of Geoinformatica",
Volume = 13,
Issue = 2,
Pages = {159-182},
Year = {2009}
}