James M. Kang

Publication Activity (10 Years)

Years Active: 2006-2016
Publications (10 Years): 2

Top Topics

Text Summarization

Automatic Summarization

Statistical Data

Distributed Network

Top Venues

IEEE Trans. Knowl. Data Eng.

Publications

Emre Eftelioglu, Yan Li, Xun Tang, Shashi Shekhar, James M. Kang, Christopher Farah
Mining Network Hotspots with Holes: A Summary of Results. GIScience (2016)
Emre Eftelioglu, Shashi Shekhar, James M. Kang, Christopher Farah
Ring-Shaped Hotspot Detection. IEEE Trans. Knowl. Data Eng. 28 (12) (2016)
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) (2014)
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)
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) (2014)
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)
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)
James M. Kang, Daniel L. Edwards
Tipping Points, Butterflies, and Black Swans: A Vision for Spatio-temporal Data Mining Analysis. SSTD (2011)
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) (2011)
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)
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)
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) (2010)
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) (2009)
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)
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) (2009)
David Morgan, Jai W. Kang, James M. Kang
Minable Data Warehouse. ICEIS (2009)
James M. Kang, Shashi Shekhar, Christine Wennen, Paige J. Novak
Discovering Flow Anomalies: A SWEET Approach. ICDM (2008)
Mete Celik, James M. Kang, Shashi Shekhar
Zonal Co-location Pattern Discovery with Dynamic Parameters. ICDM (2007)
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)
James M. Kang, Mohamed F. Mokbel, Shashi Shekhar, Tian Xia, Donghui Zhang
Continuous Evaluation of Monochromatic and Bichromatic Reverse Nearest Neighbors. ICDE (2007)
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)