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Sangkyum Kim
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2010 – 2019
- 2013
- [j5]Lu-An Tang, Xiao Yu, Sangkyum Kim, Quanquan Gu, Jiawei Han, Alice Leung, Thomas La Porta:
Trustworthiness analysis of sensor data in cyber-physical systems. J. Comput. Syst. Sci. 79(3): 383-401 (2013) - 2012
- [j4]Lu-An Tang, Xiao Yu, Sangkyum Kim, Jiawei Han, Wen-Chih Peng, Yizhou Sun, Alice Leung, Thomas La Porta:
Multidimensional Sensor Data Analysis in Cyber-Physical System: An Atypical Cube Approach. Int. J. Distributed Sens. Networks 8 (2012) - [c13]Lu-An Tang, Xiao Yu, Sangkyum Kim, Jiawei Han, Wen-Chih Peng, Yizhou Sun, Hector Gonzalez, Sebastian Seith:
Multidimensional Analysis of Atypical Events in Cyber-Physical Data. ICDE 2012: 1025-1036 - [c12]Wucherl Yoo
, Kevin Larson, Lee Baugh, Sangkyum Kim, Roy H. Campbell:
ADP: automated diagnosis of performance pathologies using hardware events. SIGMETRICS 2012: 283-294 - [i1]Marina Barsky, Sangkyum Kim, Tim Weninger, Jiawei Han:
Mining Flipping Correlations from Large Datasets with Taxonomies. CoRR abs/1201.0233 (2012) - 2011
- [b1]Sangkyum Kim:
Mining sophisticated patterns for classification and correlation analysis. University of Illinois Urbana-Champaign, USA, 2011 - [j3]Marina Barsky, Sangkyum Kim, Tim Weninger, Jiawei Han:
Mining Flipping Correlations from Large Datasets with Taxonomies. Proc. VLDB Endow. 5(4): 370-381 (2011) - [j2]Xin Jin, Sangkyum Kim, Jiawei Han, Liangliang Cao, Zhijun Yin:
A general framework for efficient clustering of large datasets based on activity detection. Stat. Anal. Data Min. 4(1): 11-29 (2011) - [c11]Sangkyum Kim, Marina Barsky, Jiawei Han:
Efficient Mining of Top Correlated Patterns Based on Null-Invariant Measures. ECML/PKDD (2) 2011: 177-192 - [c10]Sangkyum Kim, Hyungsul Kim, Tim Weninger
Authorship classification: a discriminative syntactic tree mining approach. SIGIR 2011: 455-464 - [c9]Sangkyum Kim, Winnie Cheng, Shang Guo, Laura Z. Luan, Daniela Rosu, Abhijit Bose:
Polygraph: System for Dynamic Reduction of False Alerts in Large-Scale IT Service Delivery Environments. USENIX ATC 2011 - 2010
- [c8]Lu-An Tang, Xiao Yu, Sangkyum Kim, Jiawei Han, Chih-Chieh Hung
Tru-Alarm: Trustworthiness Analysis of Sensor Networks in Cyber-Physical Systems. ICDM 2010: 1079-1084 - [c7]Hyungsul Kim, Sangkyum Kim, Tim Weninger
NDPMine: Efficiently Mining Discriminative Numerical Features for Pattern-Based Classification. ECML/PKDD (2) 2010: 35-50
2000 – 2009
- 2009
- [c6]Xin Jin, Sangkyum Kim, Jiawei Han, Liangliang Cao, Zhijun Yin:
GAD: General Activity Detection for Fast Clustering on Large Data. SDM 2009: 2-13 - [c5]Rahul Malik, Sangkyum Kim, Xin Jin, Chandrasekar Ramachandran, Jiawei Han, Indranil Gupta, Klara Nahrstedt:
MLR-Index: An Index Structure for Fast and Scalable Similarity Search in High Dimensions. SSDBM 2009: 167-184 - 2008
- [c4]Sangkyum Kim, Xin Jin, Jiawei Han:
SpaRClus: Spatial Relationship Pattern-Based Hierarchial Clustering. SDM 2008: 49-60 - [c3]Sangkyum Kim, Jaebum Kim, Younhee Ko, Seung-won Hwang, Jiawei Han:
PerRank: Personalized Rank Retrieval with Categorical and Numerical Attributes. WAIM 2008: 270-277 - [p1]Xiaolei Li, Jiawei Han, Sangkyum Kim, Hector Gonzalez:
Anomaly Detection in Moving Object. Intelligence and Security Informatics 2008: 357-381 - 2007
- [j1]Chulyun Kim, Sangkyum Kim, Russell Dorer, Dan Xie, Jiawei Han, Sheng Zhong:
TagSmart: analysis and visualization for yeast mutant fitness data measured by tag microarrays. BMC Bioinform. 8 (2007) - [c2]Xiaolei Li, Jiawei Han, Sangkyum Kim, Hector Gonzalez:
ROAM: Rule- and Motif-Based Anomaly Detection in Massive Moving Object Data Sets. SDM 2007: 273-284 - 2006
- [c1]Xiaolei Li, Jiawei Han, Sangkyum Kim:
Motion-Alert: Automatic Anomaly Detection in Massive Moving Objects. ISI 2006: 166-177
Coauthor Index
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