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James M. Kang

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Journal Articles

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2016
[j7]
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Emre Eftelioglu, Shashi Shekhar, James M. Kang, Christopher Farah:
Ring-Shaped Hotspot Detection. IEEE Trans. Knowl. Data Eng. 28(12): 3367-3381 (2016)
2014
[j6]
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Dev Oliver, Shashi Shekhar, James M. Kang, Renee Laubscher, Veronica Carlan, Abdussalam Bannur:
A K-Main Routes Approach to Spatial Network Activity Summarization. IEEE Trans. Knowl. Data Eng. 26(6): 1464-1478 (2014)
[j5]
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KwangSoo Yang, Michael R. Evans, Venkata M. V. Gunturi, James M. Kang, Shashi Shekhar:
Lagrangian Approaches to Storage of Spatio-Temporal Network Datasets. IEEE Trans. Knowl. Data Eng. 26(9): 2222-2236 (2014)
2011
[j4]
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Shashi Shekhar, Michael R. Evans, James M. Kang, Pradeep Mohan:
Identifying patterns in spatial information: A survey of methods. WIREs Data Mining Knowl. Discov. 1(3): 193-214 (2011)
2010
[j3]
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James M. Kang, Mohamed F. Mokbel, Shashi Shekhar, Tian Xia, Donghui Zhang:
Incremental and General Evaluation of Reverse Nearest Neighbors. IEEE Trans. Knowl. Data Eng. 22(7): 983-999 (2010)
2009
[j2]
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Betsy George, James M. Kang, Shashi Shekhar:
Spatio-Temporal Sensor Graphs (STSG): A data model for the discovery of spatio-temporal patterns. Intell. Data Anal. 13(3): 457-475 (2009)
[j1]
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Vijay Gandhi, James M. Kang, Shashi Shekhar, Junchang Ju, Eric D. Kolaczyk, Sucharita Gopal:
Context inclusive function evaluation: a case study with EM-based multi-scale multi-granular image classification. Knowl. Inf. Syst. 21(2): 231-247 (2009)

Conference and Workshop Papers

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2016
[c14]
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Emre Eftelioglu, Yan Li, Xun Tang, Shashi Shekhar, James M. Kang, Christopher Farah:
Mining Network Hotspots with Holes: A Summary of Results. GIScience 2016: 51-67
2014
[c13]
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Dev Oliver, Shashi Shekhar, Xun Zhou, Emre Eftelioglu, Michael R. Evans, Qiaodi Zhuang, James M. Kang, Renee Laubscher, Christopher Farah:
Significant Route Discovery: A Summary of Results. GIScience 2014: 284-300
[c12]
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Emre Eftelioglu, Shashi Shekhar, Dev Oliver, Xun Zhou, Michael R. Evans, Yiqun Xie, James M. Kang, Renee Laubscher, Christopher Farah:
Ring-Shaped Hotspot Detection: A Summary of Results. ICDM 2014: 815-820
2012
[c11]
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Dev Oliver, Shashi Shekhar, James M. Kang, Renee Laubscher, Veronica Carlan, Michael R. Evans:
Geo-referenced Time-Series Summarization Using k-Full Trees: A Summary of Results. ICDM Workshops 2012: 797-804
2011
[c10]
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James M. Kang, Daniel L. Edwards:
Tipping Points, Butterflies, and Black Swans: A Vision for Spatio-temporal Data Mining Analysis. SSTD 2011: 454-457
2010
[c9]
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Michael R. Evans, KwangSoo Yang, James M. Kang, Shashi Shekhar:
A Lagrangian approach for storage of spatio-temporal network datasets: a summary of results. GIS 2010: 212-221
[c8]
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Dev Oliver, Abdussalam Bannur, James M. Kang, Shashi Shekhar, Renee Bousselaire:
A K-Main Routes Approach to Spatial Network Activity Summarization: A Summary of Results. ICDM Workshops 2010: 265-272
2009
[c7]
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David Morgan, Jai W. Kang, James M. Kang:
Minable Data Warehouse. ICEIS 2009: 125-136
[c6]
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James M. Kang, Shashi Shekhar, Michael Henjum, Paige J. Novak, William A. Arnold:
Discovering Teleconnected Flow Anomalies: A Relationship Analysis of Dynamic Neighborhoods (RAD) Approach. SSTD 2009: 44-61
2008
[c5]
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James M. Kang, Shashi Shekhar, Christine Wennen, Paige J. Novak:
Discovering Flow Anomalies: A SWEET Approach. ICDM 2008: 851-856
2007
[c4]
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  - conf/icde/CelikSRSK07
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Mete Celik, Shashi Shekhar, James P. Rogers, James A. Shine, James M. Kang:
Mining At Most Top-K% Mixed-drove Spatio-temporal Co-occurrence Patterns: A Summary of Results. ICDE Workshops 2007: 565-574
[c3]
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James M. Kang, Mohamed F. Mokbel, Shashi Shekhar, Tian Xia, Donghui Zhang:
Continuous Evaluation of Monochromatic and Bichromatic Reverse Nearest Neighbors. ICDE 2007: 806-815
[c2]
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Mete Celik, James M. Kang, Shashi Shekhar:
Zonal Co-location Pattern Discovery with Dynamic Parameters. ICDM 2007: 433-438
2006
[c1]
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Vijay Gandhi, James M. Kang, Shashi Shekhar, Junchang Ju, Eric D. Kolaczyk, Sucharita Gopal:
Context-Inclusive Approach to Speed-up Function Evaluation for Statistical Queries : An Extended Abstract. ICDM Workshops 2006: 371-376

Parts in Books or Collections

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2008
[p1]
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Vijay Gandhi, James M. Kang, Shashi Shekhar:
Spatial Databases. Wiley Encyclopedia of Computer Science and Engineering 2008

Reference Works

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2018
[r9]
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Shashi Shekhar, Zhe Jiang, James M. Kang, Vijay Gandhi:
Spatial Data Mining. Encyclopedia of Database Systems (2nd ed.) 2018
2017
[r8]
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James M. Kang:
Distance Metrics. Encyclopedia of GIS 2017: 483-484
[r7]
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James M. Kang:
Space-Filling Curves. Encyclopedia of GIS 2017: 1914-1919
[r6]
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James M. Kang:
Voronoi Diagram. Encyclopedia of GIS 2017: 2441-2445
[r5]
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James M. Kang:
Voronoi Terminology. Encyclopedia of GIS 2017: 2453
2009
[r4]
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Shashi Shekhar, James M. Kang, Vijay Gandhi:
Spatial Data Mining. Encyclopedia of Database Systems 2009: 2695-2698
2008
[r3]
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James M. Kang:
Distance Metrics. Encyclopedia of GIS 2008: 245-246
[r2]
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James M. Kang:
Voronoi Diagram. Encyclopedia of GIS 2008: 1232-1235
[r1]
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James M. Kang:
Voronoi Terminology. Encyclopedia of GIS 2008: 1241

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