Hoang Vu Nguyen

According to our database, Hoang Vu Nguyen authored at least 24 papers between 2008 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

SHAPE: a dataset for hand gesture recognition.

Tuan Linh Dang, Huu Thang Nguyen, Duc Manh Dao, Hoang Vu Nguyen, Duc Long Luong, Ba Tuan Nguyen, Suntae Kim, Nicolas Monet

Neural Comput. Appl., 2022

2018

Onboard Battery Chargers for Plug-in Electric Vehicles With Dual Functional Circuit for Low-Voltage Battery Charging and Active Power Decoupling.

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.

Hoang Vu Nguyen, Jilles Vreeken

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

Flexibly Mining Better Subgroups.

Hoang Vu Nguyen, Jilles Vreeken

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

Universal Dependency Analysis.

Hoang Vu Nguyen, Panagiotis Mandros, Jilles Vreeken

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.

Hoang Vu Nguyen

PhD thesis, 2015

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

Hoang Vu Nguyen, Emmanuel Müller, Jilles Vreeken, Klemens Böhm

Data Min. Knowl. Discov., 2015

Universal Dependency Analysis.

Hoang Vu Nguyen, Jilles Vreeken

CoRR, 2015

Canonical Divergence Analysis.

Hoang Vu Nguyen, Jilles Vreeken

CoRR, 2015

Non-parametric Jensen-Shannon Divergence.

Hoang Vu Nguyen, Jilles Vreeken

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

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

Hoang Vu Nguyen, Klemens Böhm, Florian Becker, Bertrand Goldman, Georg Hinkel, Emmanuel Müller

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

2014

Unsupervised interaction-preserving discretization of multivariate data.

Hoang Vu Nguyen, Emmanuel Müller, Jilles Vreeken, Klemens Böhm

Data Min. Knowl. Discov., 2014

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

Hoang Vu Nguyen, Emmanuel Müller, Klemens Böhm

Big Data Res., 2014

Detecting correlated columns in relational databases with mixed data types.

Hoang Vu Nguyen, Emmanuel Müller, Periklis Andritsos, Klemens Böhm

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

Multivariate Maximal Correlation Analysis.

Hoang Vu Nguyen, Emmanuel Müller, Jilles Vreeken, Pavel Efros, Klemens Böhm

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

Correlation Analysis for Data Analytics.

Hoang Vu Nguyen

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.

Klemens Böhm, Fabian Keller, Emmanuel Müller, Hoang Vu Nguyen, Jilles Vreeken

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

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

Hoang Vu Nguyen, 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.

Hoang Vu Nguyen, Vivekanand Gopalkrishnan, Ira Assent

Proceedings of the Database Systems for Advanced Applications, 2011

2010

Feature Extraction for Outlier Detection in High-Dimensional Spaces.

Hoang Vu Nguyen, Vivekanand Gopalkrishnan

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

Mining Outliers with Ensemble of Heterogeneous Detectors on Random Subspaces.

Hoang Vu Nguyen, Hock Hee Ang, Vivekanand Gopalkrishnan

Proceedings of the Database Systems for Advanced Applications, 2010

2009

Efficient Pruning Schemes for Distance-Based Outlier Detection.

Hoang Vu Nguyen, Vivekanand Gopalkrishnan

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.

Hoang Vu Nguyen, Vivekanand Gopalkrishnan

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

2008

Online Outlier Detection Based on Relative Neighbourhood Dissimilarity.

Hoang Vu Nguyen, Vivekanand Gopalkrishnan, Praneeth Namburi

Proceedings of the Web Information Systems Engineering, 2008