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Jae-Gil Lee
Jae-Gil Lee
Professor, School of Computing, KAIST
Verified email at kaist.ac.kr - Homepage
Title
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Cited by
Year
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
20552007
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, 2022
7722022
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
6122008
Geospatial big data: challenges and opportunities
JG Lee, M Kang
Big Data Research 2 (2), 74-81, 2015
5272015
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
4752008
Selfie: Refurbishing unclean samples for robust deep learning
H Song, M Kim, JG Lee
International Conference on Machine Learning, 5907-5915, 2019
3382019
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
3162007
Incremental clustering for trajectories
Z Li, JG Lee, X Li, J Han
International conference on database systems for advanced applications, 32-46, 2010
2222010
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
2032009
Community detection in multi-layer graphs: A survey
J Kim, JG Lee
ACM SIGMOD Record 44 (3), 37-48, 2015
1942015
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
1732011
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
1412010
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
1372010
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
1362023
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
1272005
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
1052014
Data collection and quality challenges for deep learning
SE Whang, JG Lee
Proceedings of the VLDB Endowment 13 (12), 3429-3432, 2020
902020
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
752006
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
742009
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
662018
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