Sangkyum Kim

Publication Activity (10 Years)

Years Active: 2006-2013
Publications (10 Years): 0

Top Topics

Top Venues

J. Comput. Syst. Sci.

Int. J. Distributed Sens. Networks

Publications

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) (2013)
Wucherl Yoo, Kevin Larson, Lee Baugh, Sangkyum Kim, Roy H. Campbell
ADP: automated diagnosis of performance pathologies using hardware events. SIGMETRICS (2012)
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)
Marina Barsky, Sangkyum Kim, Tim Weninger, Jiawei Han
Mining Flipping Correlations from Large Datasets with Taxonomies CoRR (2012)
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)
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 Annual Technical Conference (2011)
Sangkyum Kim, Marina Barsky, Jiawei Han
Efficient Mining of Top Correlated Patterns Based on Null-Invariant Measures. ECML/PKDD (2) (2011)
Marina Barsky, Sangkyum Kim, Tim Weninger, Jiawei Han
Mining Flipping Correlations from Large Datasets with Taxonomies. Proc. VLDB Endow. 5 (4) (2011)
Sangkyum Kim, Hyungsul Kim, Tim Weninger, Jiawei Han, Hyun Duk Kim
Authorship classification: a discriminative syntactic tree mining approach. SIGIR (2011)
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) (2011)
Lu-An Tang, Xiao Yu, Sangkyum Kim, Jiawei Han, Chih-Chieh Hung, Wen-Chih Peng
Tru-Alarm: Trustworthiness Analysis of Sensor Networks in Cyber-Physical Systems. ICDM (2010)
Hyungsul Kim, Sangkyum Kim, Tim Weninger, Jiawei Han, Tarek F. Abdelzaher
NDPMine: Efficiently Mining Discriminative Numerical Features for Pattern-Based Classification. ECML/PKDD (2) (2010)
Xin Jin, Sangkyum Kim, Jiawei Han, Liangliang Cao, Zhijun Yin
GAD: General Activity Detection for Fast Clustering on Large Data. SDM (2009)
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)
Sangkyum Kim, Xin Jin, Jiawei Han
SpaRClus: Spatial Relationship Pattern-Based Hierarchial Clustering. SDM (2008)
Sangkyum Kim, Jaebum Kim, Younhee Ko, Seung-won Hwang, Jiawei Han
PerRank: Personalized Rank Retrieval with Categorical and Numerical Attributes. WAIM (2008)
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)
Xiaolei Li, Jiawei Han, Sangkyum Kim, Hector Gonzalez
ROAM: Rule- and Motif-Based Anomaly Detection in Massive Moving Object Data Sets. SDM (2007)
Xiaolei Li, Jiawei Han, Sangkyum Kim
Motion-Alert: Automatic Anomaly Detection in Massive Moving Objects. ISI (2006)