| 2014 | BigData | A Parallel Spatial Co-location Mining Algorithm Based on MapReduce. | Jin Soung Yoo, Douglas Boulware, David Kimmey |
| 2014 | SMC | Leveraging cloud computing for spatial association mining. | Sang Jun Park, Jin Soung Yoo |
| 2012 | EDM | Mining Concept Maps to Understand Students' Learning. | Jin Soung Yoo, Moon-Heum Cho |
| 2011 | PAKDD | Mining Maximal Co-located Event Sets. | Jin Soung Yoo, Mark Bow |
| 2009 | DaWaK | Finding N-Most Prevalent Colocated Event Sets. | Jin Soung Yoo, Mark Bow |
| 2008 | PAKDD | A Framework for Discovering Spatio-temporal Cohesive Networks. | Jin Soung Yoo, Joengmin Hwang |
| 2008 | SSDBM | Mining Temporal Association Patterns under a Similarity Constraint. | Jin Soung Yoo, Shashi Shekhar |
| 2006 | ICDM | Mixed-Drove Spatio-Temporal Co-occurence Pattern Mining: A Summary of Results. | Mete Celik, Shashi Shekhar, James P. Rogers, James A. Shine, Jin Soung Yoo |
| 2006 | SDM | Discovery of Co-evoluting Spatial Co-located Event Sets. | Jin Soung Yoo, Shashi Shekhar, Sangho Kim, Mete Celik |
| 2005 | ICDM | A Join-Less Approach for Co-Location Pattern Mining: A Summary of Results. | Jin Soung Yoo, Shashi Shekhar, Mete Celik |
| 2005 | PAKDD | Mining Time-Profiled Associations: An Extended Abstract. | Jin Soung Yoo, Pusheng Zhang, Shashi Shekhar |
| 2004 | SDM | A Framework for Discovering Co-Location Patterns in Data Sets with Extended Spatial Objects. | Hui Xiong, Shashi Shekhar, Yan Huang, Vipin Kumar, Xiaobin Ma, Jin Soung Yoo |