Jin Soung Yoo

Publication Activity (10 Years)

Years Active: 2003-2020
Publications (10 Years): 10

Top Topics

Spatial Databases

Association Mining

Top Venues

BigData Congress

Publications

Jin Soung Yoo, Douglas Boulware, David Kimmey
Parallel co-location mining with MapReduce and NoSQL systems. Knowl. Inf. Syst. 62 (4) (2020)
Jin Soung Yoo, Wentao Shao, Kanika Binzani
Spatial Association Pattern Mining Using In-Memory Computational Framework. BigData Congress (2020)
Jin Soung Yoo, Sang Jun Park, Aneesh Raman
Micro-Level Incident Analysis using Spatial Association Rule Mining. ICBK (2019)
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 (2019)
Jin Soung Yoo, Mark Bow
A framework for generating condensed co-location sets from spatial databases. Intell. Data Anal. 23 (2) (2019)
Jin Soung Yoo
Crime data warehousing and crime pattern discovery. DATA (2019)
Kanika Binzani, Jin Soung Yoo
Spark-based Spatial Association Mining. IEEE BigData (2018)
Jin Soung Yoo, Yei-Sol Woo, Sang Jun Park
Mining Course Trajectories of Successful and Failure Students: A Case Study. ICBK (2017)
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) (2017)
David Kimmey, Jin Soung Yoo
Nowcasting with social media data. IEEE BigData (2016)
Sang Jun Park, Jin Soung Yoo
Leveraging cloud computing for spatial association mining. SMC (2014)
Jin Soung Yoo, Douglas Boulware, David Kimmey
A Parallel Spatial Co-location Mining Algorithm Based on MapReduce. BigData Congress (2014)
Jin Soung Yoo, Douglas Boulware
Incremental and parallel spatial association mining. IEEE BigData (2014)
Jin Soung Yoo, Douglas Boulware
A framework of spatial co-location mining on MapReduce. IEEE BigData (2013)
Jin Soung Yoo, Moon-Heum Cho
Mining Concept Maps to Understand Students' Learning. EDM (2012)
Jin Soung Yoo, Mark Bow
Mining spatial colocation patterns: a different framework. Data Min. Knowl. Discov. 24 (1) (2012)
Jin Soung Yoo, Mark Bow
Mining top-k closed co-location patterns. ICSDM (2011)
Jin Soung Yoo, Mark Bow
Mining Maximal Co-located Event Sets. PAKDD (1) (2011)
Jin Soung Yoo, Shashi Shekhar
Similarity-Profiled Temporal Association Mining. IEEE Trans. Knowl. Data Eng. 21 (8) (2009)
Jin Soung Yoo, Mark Bow
Finding N-Most Prevalent Colocated Event Sets. DaWaK (2009)
Jin Soung Yoo, Joengmin Hwang
A Framework for Discovering Spatio-temporal Cohesive Networks. PAKDD (2008)
Jin Soung Yoo, Shashi Shekhar
Mining Temporal Association Patterns under a Similarity Constraint. SSDBM (2008)
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)
Jin Soung Yoo, Shashi Shekhar
A Joinless Approach for Mining Spatial Colocation Patterns. IEEE Trans. Knowl. Data Eng. 18 (10) (2006)
Jin Soung Yoo, Shashi Shekhar, Sangho Kim, Mete Celik
Discovery of Co-evoluting Spatial Co-located Event Sets. SDM (2006)
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)
Jin Soung Yoo, Pusheng Zhang, Shashi Shekhar
Mining Time-Profiled Associations: An Extended Abstract. PAKDD (2005)
Jin Soung Yoo, Shashi Shekhar
In-Route Nearest Neighbor Queries. GeoInformatica 9 (2) (2005)
Jin Soung Yoo, Shashi Shekhar, Mete Celik
A Join-Less Approach for Co-Location Pattern Mining: A Summary of Results. ICDM (2005)
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)
Jin Soung Yoo, Shashi Shekhar
A partial join approach for mining co-location patterns. GIS (2004)
Shashi Shekhar, Jin Soung Yoo
Processing in-route nearest neighbor queries: a comparison of alternative approaches. GIS (2003)