Jin Soung Yoo

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Publications [DBLP]

Journal Papers

Jin Soung Yoo and Shashi Shekhar, Similarity-profiled Temporal Association Mining, the IEEE Transactions on Knowledge and Data Engineering (TKDE), Vol. 21, No. 5, pp. 1147-1161, August 2009. [pdf]
Jin Soung Yoo and Shashi Shekhar, A Join-less Approach for Mining Spatial Co-location Patterns, the IEEE Transactions on Knowledge and Data Engineering (TKDE), Vol. 18, No. 10, October 2006. [pdf]
Jin Soung Yoo and Shashi Shekhar, In-Route Nearest Neighbor Queries, Geoinformatica, Volume 9, Issue 2, June, 2005. [pdf] (Invited from Geoinformatica as a Best Paper of ACM-GIS 2003)

Conference/Workshop Papers

M. Cho, Jin Soung Yoo, B. Kirkwood, Exploring Concept Maps to Measure How College Students Learn and its Analysis with a Data Mining Technique, American Educational Research Association (AERA) Workshop, Denver, Colorado, April 30-May 4, 2010 (Accepted for publication)
Jin Soung Yoo and Mark Bow, Finding N-Most Prevalent Colocated Event Sets, In Proceedings of International Conference on Data Warehousing and Knowledge Discovery (DaWaK), Linz, Austria, Aug 31-Sep 4, 2009. (Conference effect 0.85/1.0 in DB & Data Mining)
Jin Soung Yoo and Shashi Shekhar, Mining Temporal Association Patterns under a Similarity Constraint, In Proceedings of International Conference on Scientific and Statistical Database Management (SSDBM), Hong Kong, China, July 9-11, 2008. (Conference effect 0.9/1.0 in DB & Knowledge Management)
Jin Soung Yoo and J. Hwang, A Framework for Discovering Spatio-Temporal Cohesive Networks, In Proceedings of Pacific-Asia International Conference on Knowledge Discovery and Data Mining (PAKDD), Osaka, Japan, May 20-23, 2008. (Acceptance ratio: 12%)
M. Shankar, A. Sorokine, B. Bhaduri, S. Shekhar and Jin Soung Yoo, Spatio-Temporal Conceptual Schema Development for Wide-Area Sensor Networks, In Proceedings of International Conference on Geospatial Semantics (GeoS), Mexico City, Mexico, Nov 29-30, 2007.(Collaboration with Oak Ridge National Laboratory) [pdf]
Mete Celik, Shashi Shekhar, James P. Rogers, James A. Shine and Jin Soung Yoo, Mixed-Drove Spatio-Temporal Co-occurrence Pattern Mining: A Summary of Results , In Proceedings of the IEEE International Conference on Data Mining (ICDM), Hong Kong, 2006.(Acceptance ratio: 9.4%) [pdf]
Jin Soung Yoo, Shashi Shekhar, Sangho Kim and Mete Celik, Discovery of Co-evolving Spatial Event Sets, In Proceedings of the SIAM International Conference on Data Mining (SDM), Bethesda, MD, USA, 2006.(Acceptance ratio: 16.5%) [pdf]
Jin Soung Yoo, Discovery of Co-evolving Spatial Event Sets: A Summary of Results, University Consortium for Geographic Information Science (UCGIS), Vancouver, WA, USA, 2006.
Jin Soung Yoo and Shashi Shekhar, A Framework for Mining Co-evolving Spatial Events, the NASA Data Mining Workshop: Issues and Applications in Earth Science, Pasadena, CA, 2006.
Jin Soung Yoo, Shashi Shekhar and Mete Celik, A Join-less Approach for Co-location Pattern Mining: A Summary of Results, In Proceedings of the IEEE International Conference on Data Mining (ICDM), Houston, TX, USA, 2005. (Acceptance ratio: 10.4%) [pdf], [pdf]
Jin Soung Yoo, Pusheng Zhang and Shashi Shekhar, Mining Time-Profiled Associations: An Extended Abstract, In Proceedings of the International Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Hanoi, Vietnam, 2005. (Acceptance ratio: 14.9%) [pdf]
Jin Soung Yoo and Shashi Shekhar, A Partial Join Approach for Mining Co-location Patterns, In Proceedings of the 12th ACM International Symposium on Advances in Geographic Information Systems (ACM-GIS) (The current name is ACM SIGSPATIAL Intl. Conference), Washington D.C., USA, 2004. (Acceptance ratio: around 25%) [pdf]
Hui Xiong, Shashi Shekhar, Yan Huang, Vipin Kumar, Xiaobin Ma and Jin Soung Yoo, A Framework for Discovering Co-location Patterns in Data Sets with Extended Spatial Objects, In Proceedings of the SIAM International Conference on Data Mining (SDM), Florida, USA, 2004. (Acceptance ratio: 21%) [pdf]
Shashi Shekhar and Jin Soung Yoo(*Corresponding Author), Processing In-Route Nearest Neighbor Queries: A Comparison of Alternative Approaches, In Proceedings of the 11th ACM International Symposium on Advances in Geographic Information Systems (ACM-GIS) (The current name is ACM SIGSPATIAL Intl. Conference), New Orleans, LA, USA, 2003 (Best Paper Award).[pdf]

Book Chapters & Articles

Shashi Shekhar, R. R. Vatsavai, Xiaobin Ma and Jin Soung Yoo, Navigation Systems: A Spatial Database Perspective, as Chapter 3 in the Location Based Services, Agnes Voisard and Jochen Schiller (Eds.), ISBN: 1-55860-929-6, Morgan Kaufmann, New York, 2004.
Shashi Shekhar, Jin Soung Yoo, Xiaobin Ma and Changqing Zhou, Next Generation Navigation Systems, in the GIS Development, 2004.

Posters

Jin Soung Yoo and Shashi Shekhar, Association Analysis for Spatial /Spatio-temporal Data, Data Mining Open House, Digital Technology Center, University of Minnesota, Minneapolis, MN, USA, 2006.
Jin Soung Yoo, Find Interesting Spatial Co-located Event Sets, the SAS-M2005 Data Mining Technology Conference, Las Vegas, NV, USA, 2005.

Technical Reports

Jin Soung Yoo, Spatio-Temporal Knowledge Discovery in the SensorNet Database, Project Report, Oak Ridge National Laboratory, June 2006.
Jin Soung Yoo and Shashi Shekhar, Similarity-based Time-Profiled Associations: A Summary of Results, Technical Report 05-043, University of Minnesota, 2005.
Jin Soung Yoo, Shashi Shekhar and Mete Celik, A Join-less Approach for Co-location Pattern Mining: A Summary of Results, Technical Report 05-042, University of Minnesota, 2005.
Jin Soung Yoo and Shashi Shekhar, A Partial Join Approach for Mining Co-location Patterns: A Summary of Results, Technical Report 05-041, University of Minnesota, 2005.
Jin Soung Yoo and Shashi Shekhar, In-Route Nearest Neighbor Queries: A Summary of Results, Technical Report 04-049, University of Minnesota, 2004.
A Framework for Discovering Co-location Patterns in Data Sets with Extended Spatial Objects, with Hui Xiong, Shashi Shekhar, etc., Technical Report 03-037, University of Minnesota, 2003.

Research Projects

IPFW Faculty Summer Grant for Research: Location-aware Network Mining, 2008 (Principal Investigator)
Oak Ridge National Laboratory Initiative: Spatio-Temporal Knowledge Discovery in SensorNet Databases, 2005 (Research Assistant, U of Minnesota)
National Science Foundation-SEIII(Science and Engineering Information Integration and Informatics): Spatio-Temporal Data Analysis Techniques for Behavior Ecology , 2004-2006 (Research Assistant, U of Minnesota)
Digital Technology Center Initiative, University of Minnesota: A Digital Library to Archive Research Material from Jane Goodall's Gombe Project, June 2004 - December 2004 (Research Assistant, U of Minnesota)