| Trajectory clustering: a partition-and-group framework JG Lee, J Han, KY Whang Proceedings of the 2007 ACM SIGMOD international conference on Management of …, 2007 | 2117 | 2007 |
| Learning from noisy labels with deep neural networks: A survey H Song, M Kim, D Park, Y Shin, JG Lee IEEE transactions on neural networks and learning systems 34 (11), 8135-8153, 2022 | 1150 | 2022 |
| Trajectory outlier detection: A partition-and-detect framework JG Lee, J Han, X Li 2008 IEEE 24th International Conference on Data Engineering, 140-149, 2008 | 637 | 2008 |
| Geospatial big data: challenges and opportunities JG Lee, M Kang Big Data Research 2 (2), 74-81, 2015 | 579 | 2015 |
| TraClass: trajectory classification using hierarchical region-based and trajectory-based clustering JG Lee, J Han, X Li, H Gonzalez Proceedings of the VLDB Endowment 1 (1), 1081-1094, 2008 | 492 | 2008 |
| Selfie: Refurbishing unclean samples for robust deep learning H Song, M Kim, JG Lee International conference on machine learning, 5907-5915, 2019 | 451 | 2019 |
| Data collection and quality challenges in deep learning: A data-centric ai perspective SE Whang, Y Roh, H Song, JG Lee The VLDB Journal 32 (4), 791-813, 2023 | 326 | 2023 |
| Traffic density-based discovery of hot routes in road networks X Li, J Han, JG Lee, H Gonzalez Advances in Spatial and Temporal Databases: 10th International Symposium …, 2007 | 314 | 2007 |
| Incremental clustering for trajectories Z Li, JG Lee, X Li, J Han International conference on database systems for advanced applications, 32-46, 2010 | 229 | 2010 |
| Community detection in multi-layer graphs: A survey J Kim, JG Lee ACM SIGMOD Record 44 (3), 37-48, 2015 | 210 | 2015 |
| Temporal outlier detection in vehicle traffic data X Li, Z Li, J Han, JG Lee 2009 IEEE 25th International Conference on Data Engineering, 1319-1322, 2009 | 208 | 2009 |
| Movemine: Mining moving object data for discovery of animal movement patterns Z Li, J Han, M Ji, LA Tang, Y Yu, B Ding, JG Lee, R Kays ACM Transactions on Intelligent Systems and Technology (TIST) 2 (4), 1-32, 2011 | 186 | 2011 |
| Movemine: Mining moving object databases Z Li, M Ji, JG Lee, LA Tang, Y Yu, J Han, R Kays Proceedings of the 2010 ACM SIGMOD International Conference on Management of …, 2010 | 141 | 2010 |
| Mining discriminative patterns for classifying trajectories on road networks JG Lee, J Han, X Li, H Cheng IEEE Transactions on Knowledge and Data Engineering 23 (5), 713-726, 2010 | 138 | 2010 |
| Data collection and quality challenges for deep learning SE Whang, JG Lee Proceedings of the VLDB Endowment 13 (12), 3429-3432, 2020 | 135 | 2020 |
| n-gram/2l: A space and time efficient two-level n-gram inverted index structure MS Kim, KY Whang, JG Lee, MJ Lee Proceedings of the 31st international conference on Very large data bases …, 2005 | 128 | 2005 |
| LinkSCAN*: Overlapping community detection using the link-space transformation S Lim, S Ryu, S Kwon, K Jung, JG Lee 2014 IEEE 30th international conference on data engineering, 292-303, 2014 | 106 | 2014 |
| An overview of clustering methods in geographic data analysis J Han, JG Lee, M Kamber Geographic data mining and knowledge discovery 2, 149-170, 2009 | 76 | 2009 |
| Continuous query processing in data streams using duality of data and queries HS Lim, JG Lee, MJ Lee, KY Whang, IY Song Proceedings of the 2006 ACM SIGMOD international conference on Management of …, 2006 | 74 | 2006 |
| RP-DBSCAN: A superfast parallel DBSCAN algorithm based on random partitioning H Song, JG Lee Proceedings of the 2018 International Conference on Management of Data, 1173 …, 2018 | 70 | 2018 |
Jiawei HanAbel Bliss Professor of Computer Science, University of IllinoisVerified email at cs.uiuc.edu
