Sangkyum Kim

According to our database¹, Sangkyum Kim authored at least 20 papers between 2006 and 2013.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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Book In proceedings Article PhD thesis Dataset Other

Links

On csauthors.net:

Bibliography

2013

Trustworthiness analysis of sensor data in cyber-physical systems.

[BibT_eX]

[DOI]

J. Comput. Syst. Sci., 2013

2012

Multidimensional Sensor Data Analysis in Cyber-Physical System: An Atypical Cube Approach.

[BibT_eX]

[DOI]

Int. J. Distributed Sens. Networks, 2012

ADP: automated diagnosis of performance pathologies using hardware events.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMETRICS/PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems, 2012

Multidimensional Analysis of Atypical Events in Cyber-Physical Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

2011

Mining sophisticated patterns for classification and correlation analysis

[BibT_eX]

[DOI]

Sangkyum Kim

PhD thesis, 2011

A general framework for efficient clustering of large datasets based on activity detection.

[BibT_eX]

[DOI]

Stat. Anal. Data Min., 2011

Mining Flipping Correlations from Large Datasets with Taxonomies.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2011

Polygraph: System for Dynamic Reduction of False Alerts in Large-Scale IT Service Delivery Environments.

[BibT_eX]

[DOI]

Proceedings of the 2011 USENIX Annual Technical Conference, 2011

Authorship classification: a discriminative syntactic tree mining approach.

[BibT_eX]

[DOI]

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Efficient Mining of Top Correlated Patterns Based on Null-Invariant Measures.

[BibT_eX]

[DOI]

Sangkyum Kim

Marina Barsky

Jiawei Han

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

2010

NDPMine: Efficiently Mining Discriminative Numerical Features for Pattern-Based Classification.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Tru-Alarm: Trustworthiness Analysis of Sensor Networks in Cyber-Physical Systems.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2010, 2010

2009

MLR-Index: An Index Structure for Fast and Scalable Similarity Search in High Dimensions.

[BibT_eX]

[DOI]

Rahul Malik

Sangkyum Kim

Xin Jin

Chandrasekar Ramachandran

Jiawei Han

Indranil Gupta

Klara Nahrstedt

Proceedings of the Scientific and Statistical Database Management, 2009

GAD: General Activity Detection for Fast Clustering on Large Data.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2009

2008

Anomaly Detection in Moving Object.

[BibT_eX]

[DOI]

Proceedings of the Intelligence and Security Informatics, Techniques and Applications, 2008

PerRank: Personalized Rank Retrieval with Categorical and Numerical Attributes.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Web-Age Information Management, 2008

SpaRClus: Spatial Relationship Pattern-Based Hierarchial Clustering.

[BibT_eX]

[DOI]

Sangkyum Kim

Xin Jin

Jiawei Han

Proceedings of the SIAM International Conference on Data Mining, 2008

2007

TagSmart: analysis and visualization for yeast mutant fitness data measured by tag microarrays.

[BibT_eX]

[DOI]

BMC Bioinform., 2007

ROAM: Rule- and Motif-Based Anomaly Detection in Massive Moving Object Data Sets.

[BibT_eX]

[DOI]

Proceedings of the Seventh SIAM International Conference on Data Mining, 2007

2006

Motion-Alert: Automatic Anomaly Detection in Massive Moving Objects.

[BibT_eX]

[DOI]

Xiaolei Li

Jiawei Han

Sangkyum Kim

Proceedings of the Intelligence and Security Informatics, 2006

Sangkyum Kim

Timeline

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Links

On csauthors.net:

Bibliography

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