Sangkyum Kim

According to our database1, Sangkyum Kim authored at least 19 papers between 2006 and 2013.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2013
Trustworthiness analysis of sensor data in cyber-physical systems.
J. Comput. Syst. Sci., 2013

2012
Multidimensional Sensor Data Analysis in Cyber-Physical System: An Atypical Cube Approach.
IJDSN, 2012

ADP: automated diagnosis of performance pathologies using hardware events.
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.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

2011
A general framework for efficient clustering of large datasets based on activity detection.
Statistical Analysis and Data Mining, 2011

Mining Flipping Correlations from Large Datasets with Taxonomies.
PVLDB, 2011

Polygraph: System for Dynamic Reduction of False Alerts in Large-Scale IT Service Delivery Environments.
Proceedings of the 2011 USENIX Annual Technical Conference, 2011

Authorship classification: a discriminative syntactic tree mining approach.
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.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

2010
NDPMine: Efficiently Mining Discriminative Numerical Features for Pattern-Based Classification.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Tru-Alarm: Trustworthiness Analysis of Sensor Networks in Cyber-Physical Systems.
Proceedings of the ICDM 2010, 2010

2009
MLR-Index: An Index Structure for Fast and Scalable Similarity Search in High Dimensions.
Proceedings of the Scientific and Statistical Database Management, 2009

GAD: General Activity Detection for Fast Clustering on Large Data.
Proceedings of the SIAM International Conference on Data Mining, 2009

2008
Anomaly Detection in Moving Object.
Proceedings of the Intelligence and Security Informatics, Techniques and Applications, 2008

PerRank: Personalized Rank Retrieval with Categorical and Numerical Attributes.
Proceedings of the Ninth International Conference on Web-Age Information Management, 2008

SpaRClus: Spatial Relationship Pattern-Based Hierarchial Clustering.
Proceedings of the SIAM International Conference on Data Mining, 2008

2007
TagSmart: analysis and visualization for yeast mutant fitness data measured by tag microarrays.
BMC Bioinformatics, 2007

ROAM: Rule- and Motif-Based Anomaly Detection in Massive Moving Object Data Sets.
Proceedings of the Seventh SIAM International Conference on Data Mining, 2007

2006
Motion-Alert: Automatic Anomaly Detection in Massive Moving Objects.
Proceedings of the Intelligence and Security Informatics, 2006


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