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ORCIDJin Soung Yoo
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- affiliation: University of Minnesota, USA
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2020 – today
- 2020
[j8]Jin Soung Yoo, Douglas Boulware, David Kimmey:
Parallel co-location mining with MapReduce and NoSQL systems. Knowl. Inf. Syst. 62(4): 1433-1463 (2020)- [c24]Jin Soung Yoo, Wentao Shao, Kanika Binzani:
Spatial Association Pattern Mining Using In-Memory Computational Framework. BigData 2020: 239-246
2010 – 2019
- 2019
- [j7]Jiwon Victoria Park
, Sang Jun Park, Jin Soung Yoo:
Finding characteristics of exceptional breast cancer subpopulations using subgroup mining and statistical test. Expert Syst. Appl. 118: 553-562 (2019) - [j6]Jin Soung Yoo, Mark Bow:
A framework for generating condensed co-location sets from spatial databases. Intell. Data Anal. 23(2): 333-355 (2019) - [c23]Jin Soung Yoo:
Crime data warehousing and crime pattern discovery. DATA 2019: 40:1-40:6 - [c22]Jin Soung Yoo, Sang Jun Park, Aneesh Raman:
Micro-Level Incident Analysis using Spatial Association Rule Mining. ICBK 2019: 310-317 - 2018
- [c21]Kanika Binzani, Jin Soung Yoo:
Spark-based Spatial Association Mining. IEEE BigData 2018: 5300-5301 - 2017
- [j5]Moon-Heum Cho, Jin Soung Yoo:
Exploring online students' self-regulated learning with self-reported surveys and log files: a data mining approach. Interact. Learn. Environ. 25(8): 970-982 (2017) - [c20]Jin Soung Yoo, Yei-Sol Woo, Sang Jun Park:
Mining Course Trajectories of Successful and Failure Students: A Case Study. ICBK 2017: 270-275 - 2016
- [c19]David Kimmey, Jin Soung Yoo:
Nowcasting with social media data. IEEE BigData 2016: 4004 - 2014
- [c18]Jin Soung Yoo, Douglas Boulware, David Kimmey:
A Parallel Spatial Co-location Mining Algorithm Based on MapReduce. BigData Congress 2014: 25-31 - [c17]Jin Soung Yoo, Douglas Boulware:
Incremental and parallel spatial association mining. IEEE BigData 2014: 75-76 - [c16]Sang Jun Park, Jin Soung Yoo:
Leveraging cloud computing for spatial association mining. SMC 2014: 4152-4153 - 2013
- [c15]Jin Soung Yoo, Douglas Boulware:
A framework of spatial co-location mining on MapReduce. IEEE BigData 2013: 44 - 2012
- [j4]Jin Soung Yoo, Mark Bow:
Mining spatial colocation patterns: a different framework. Data Min. Knowl. Discov. 24(1): 159-194 (2012) - [c14]Jin Soung Yoo, Moon-Heum Cho:
Mining Concept Maps to Understand Students' Learning. EDM 2012: 184-187 - 2011
- [c13]Jin Soung Yoo, Mark Bow:
Mining top-k closed co-location patterns. ICSDM 2011: 100-105 - [c12]Jin Soung Yoo, Mark Bow:
Mining Maximal Co-located Event Sets. PAKDD (1) 2011: 351-362
2000 – 2009
- 2009
- [j3]Jin Soung Yoo, Shashi Shekhar:
Similarity-Profiled Temporal Association Mining. IEEE Trans. Knowl. Data Eng. 21(8): 1147-1161 (2009) - [c11]Jin Soung Yoo, Mark Bow:
Finding N-Most Prevalent Colocated Event Sets. DaWaK 2009: 415-427 - 2008
- [c10]Jin Soung Yoo, Joengmin Hwang:
A Framework for Discovering Spatio-temporal Cohesive Networks. PAKDD 2008: 1056-1061 - [c9]Jin Soung Yoo, Shashi Shekhar:
Mining Temporal Association Patterns under a Similarity Constraint. SSDBM 2008: 401-417 - 2007
- [c8]Mallikarjun Shankar, Alexandre Sorokine, Budhendra L. Bhaduri, David Resseguie, Shashi Shekhar, Jin Soung Yoo:
Spatio-temporal Conceptual Schema Development for Wide-Area Sensor Networks. GeoS 2007: 160-176 - 2006
- [j2]Jin Soung Yoo, Shashi Shekhar:
A Joinless Approach for Mining Spatial Colocation Patterns. IEEE Trans. Knowl. Data Eng. 18(10): 1323-1337 (2006) - [c7]Mete Celik, Shashi Shekhar, James P. Rogers, James A. Shine, Jin Soung Yoo:
Mixed-Drove Spatio-Temporal Co-occurence Pattern Mining: A Summary of Results. ICDM 2006: 119-128 - [c6]Jin Soung Yoo, Shashi Shekhar, Sangho Kim, Mete Celik:
Discovery of Co-evoluting Spatial Co-located Event Sets. SDM 2006: 306-315 - 2005
- [j1]Jin Soung Yoo, Shashi Shekhar:
In-Route Nearest Neighbor Queries. GeoInformatica 9(2): 117-137 (2005) - [c5]Jin Soung Yoo, Shashi Shekhar, Mete Celik:
A Join-Less Approach for Co-Location Pattern Mining: A Summary of Results. ICDM 2005: 813-816 - [c4]Jin Soung Yoo, Pusheng Zhang, Shashi Shekhar:
Mining Time-Profiled Associations: An Extended Abstract. PAKDD 2005: 136-142 - 2004
- [c3]Jin Soung Yoo, Shashi Shekhar:
A partial join approach for mining co-location patterns. GIS 2004: 241-249 - [c2]Hui Xiong, Shashi Shekhar, Yan Huang, Vipin Kumar, Xiaobin Ma, Jin Soung Yoo:
A Framework for Discovering Co-Location Patterns in Data Sets with Extended Spatial Objects. SDM 2004: 78-89 - [p1]Shashi Shekhar, Ranga Raju Vatsavai, Xiaobin Ma, Jin Soung Yoo:
Navigation Systems: A Spatial Database Perspective. Location-Based Services 2004: 41-82 - 2003
- [c1]Shashi Shekhar, Jin Soung Yoo:
Processing in-route nearest neighbor queries: a comparison of alternative approaches. GIS 2003: 9-16
Coauthor Index
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