| Location-based services J Schiller, A Voisard Elsevier, 2004 | 1164 | 2004 |
| A joinless approach for mining spatial colocation patterns JS Yoo, S Shekhar IEEE Transactions on Knowledge and Data Engineering 18 (10), 1323-1337, 2006 | 348 | 2006 |
| A partial join approach for mining co-location patterns JS Yoo, S Shekhar, J Smith, JP Kumquat Proceedings of the 12th annual ACM international workshop on Geographic …, 2004 | 286 | 2004 |
| A join-less approach for co-location pattern mining: A summary of results JS Yoo, S Shekhar, M Celik Fifth IEEE International Conference on Data Mining (ICDM'05), 4 pp., 2005 | 156 | 2005 |
| A framework for discovering co-location patterns in data sets with extended spatial objects H Xiong, S Shekhar, Y Huang, V Kumar, X Ma, JS Yoc Proceedings of the 2004 SIAM international conference on data mining, 78-89, 2004 | 130 | 2004 |
| Processing in-route nearest neighbor queries: a comparison of alternative approaches S Shekhar, JS Yoo Proceedings of the 11th ACM international symposium on Advances in …, 2003 | 99 | 2003 |
| Mixed-drove spatio-temporal co-occurence pattern mining: A summary of results M Celik, S Shekhar, JP Rogers, JA Shine, JS Yoo Sixth International Conference on Data Mining (ICDM'06), 119-128, 2006 | 86 | 2006 |
| Mining top-k closed co-location patterns JS Yoo, M Bow Proceedings 2011 IEEE International Conference on Spatial Data Mining and …, 2011 | 79 | 2011 |
| Similarity-profiled temporal association mining JS Yoo, S Shekhar IEEE Transactions on Knowledge and Data Engineering 21 (8), 1147-1161, 2008 | 72 | 2008 |
| A parallel spatial co-location mining algorithm based on MapReduce JS Yoo, D Boulware, D Kimmey 2014 IEEE international congress on big data, 25-31, 2014 | 68 | 2014 |
| Exploring online students’ self-regulated learning with self-reported surveys and log files: a data mining approach MH Cho, JS Yoo Interactive Learning Environments 25 (8), 970-982, 2017 | 66 | 2017 |
| Mining spatial colocation patterns: a different framework JS Yoo, M Bow Data Mining and Knowledge Discovery 24, 159-194, 2012 | 65 | 2012 |
| Mining maximal co-located event sets JS Yoo, M Bow Pacific-Asia conference on knowledge discovery and data mining, 351-362, 2011 | 52 | 2011 |
| In-route nearest neighbor queries JS Yoo, S Shekhar GeoInformatica 9, 117-137, 2005 | 45 | 2005 |
| Temporal data mining: similarity-profiled association pattern JS Yoo Data Mining: Foundations and Intelligent Paradigms: Volume 1: Clustering …, 2012 | 39 | 2012 |
| Mining temporal association patterns under a similarity constraint JS Yoo, S Shekhar International Conference on Scientific and Statistical Database Management …, 2008 | 33 | 2008 |
| Parallel co-location mining with MapReduce and NoSQL systems JS Yoo, D Boulware, D Kimmey Knowledge and Information Systems 62 (4), 1433-1463, 2020 | 32 | 2020 |
| Discovery of co-evolving spatial event sets JS Yoo, S Shekhar, S Kim, M Celik Proceedings of the 2006 SIAM International Conference on Data Mining, 306-315, 2006 | 28 | 2006 |
| Navigation systems: A spatial database perspective S Shekhar, RR Vatsavai, X Ma, JS Yoo Location-Based Services, 41-80, 2004 | 28 | 2004 |
| A framework for generating condensed co-location sets from spatial databases JS Yoo, M Bow Intelligent Data Analysis 23 (2), 333-355, 2019 | 26 | 2019 |
