Hoang Vu Nguyen

Dinh-Du To

Dong-Choon Lee

IEEE Access, 2018

2016

Linear-time Detection of Non-linear Changes in Massively High Dimensional Time Series.

[BibT_eX]

[DOI]

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Flexibly Mining Better Subgroups.

[BibT_eX]

[DOI]

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Universal Dependency Analysis.

[BibT_eX]

[DOI]

Panagiotis Mandros

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

2015

Non-parametric Methods for Correlation Analysis in Multivariate Data with Applications in Data Mining.

[BibT_eX]

[DOI]

PhD thesis, 2015

Erratum to: Unsupervised interaction-preserving discretization of multivariate data.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2015

Universal Dependency Analysis.

[BibT_eX]

[DOI]

CoRR, 2015

Canonical Divergence Analysis.

[BibT_eX]

[DOI]

CoRR, 2015

Non-parametric Jensen-Shannon Divergence.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Identifying User Interests within the Data Space - a Case Study with SkyServer.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Extending Database Technology, 2015

2014

Unsupervised interaction-preserving discretization of multivariate data.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2014

A Near-Linear Time Subspace Search Scheme for Unsupervised Selection of Correlated Features.

[BibT_eX]

[DOI]

Emmanuel Müller

Klemens Böhm

Big Data Res., 2014

Detecting correlated columns in relational databases with mixed data types.

[BibT_eX]

[DOI]

Proceedings of the Conference on Scientific and Statistical Database Management, 2014

Multivariate Maximal Correlation Analysis.

[BibT_eX]

[DOI]

Proceedings of the 31th International Conference on Machine Learning, 2014

Correlation Analysis for Data Analytics.

[BibT_eX]

Proceedings of the 8th Joint Workshop of the German Research Training Groups in Computer Science, 2014

2013

CMI: An Information-Theoretic Contrast Measure for Enhancing Subspace Cluster and Outlier Detection.

[BibT_eX]

[DOI]

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

4S: Scalable subspace search scheme overcoming traditional Apriori processing.

[BibT_eX]

[DOI]

Emmanuel Müller

Klemens Böhm

Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

2011

An Unbiased Distance-Based Outlier Detection Approach for High-Dimensional Data.

[BibT_eX]

[DOI]

Ira Assent

Proceedings of the Database Systems for Advanced Applications, 2011

2010

Feature Extraction for Outlier Detection in High-Dimensional Spaces.

[BibT_eX]

[DOI]

Proceedings of the Fourth International Workshop on Feature Selection in Data Mining, 2010

Mining Outliers with Ensemble of Heterogeneous Detectors on Random Subspaces.

[BibT_eX]

[DOI]

Hock Hee Ang

Proceedings of the Database Systems for Advanced Applications, 2010

2009

Efficient Pruning Schemes for Distance-Based Outlier Detection.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

Epsilon Equitable Partition: On Scheduling Data Loading and View Maintenance in Soft Real-time Data Warehouses.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Management of Data, 2009

2008

Online Outlier Detection Based on Relative Neighbourhood Dissimilarity.

[BibT_eX]

[DOI]