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Hoang Vu Nguyen
Hoang Vu Nguyen
Postdoctoral Researcher, MMCI, Saarland University
Verified email at mpi-inf.mpg.de - Homepage
Title
Cited by
Cited by
Year
Mining outliers with ensemble of heterogeneous detectors on random subspaces
HV Nguyen, HH Ang, V Gopalkrishnan
Database Systems for Advanced Applications, 368-383, 2010
1372010
CMI: An information-theoretic contrast measure for enhancing subspace cluster and outlier detection
HV Nguyen, E Müller, J Vreeken, F Keller, K Böhm
SIAM International Conference on Data Mining (SDM), 198-206, 2013
832013
Multivariate Maximal Correlation Analysis
HV Nguyen, E Mü, J Vreeken, P Efros, K Böhm
International Conference on Machine Learning (ICML), 775-783, 2014
562014
Feature extraction for outlier detection in highdimensional spaces
HV Nguyen, V Gopalkrishnan
Journal of Machine Learning Research 10, 66-75, 2010
492010
An unbiased distance-based outlier detection approach for high-dimensional data
HV Nguyen, V Gopalkrishnan, I Assent
Database Systems for Advanced Applications, 138-152, 2011
472011
Efficient pruning schemes for distance-based outlier detection
NH Vu, V Gopalkrishnan
Machine Learning and Knowledge Discovery in Databases, 160-175, 2009
452009
Unsupervised interaction-preserving discretization of multivariate data
HV Nguyen, E Müller, J Vreeken, K Böhm
Data Mining and Knowledge Discovery 28 (5-6), 1366-1397, 2014
412014
4S: Scalable subspace search scheme overcoming traditional Apriori processing
HV Nguyen, E Muller, K Bohm
IEEE International Conference on Big Data, 359-367, 2013
312013
Non-parametric Jensen-Shannon Divergence
HV Nguyen, J Vreeken
Machine Learning and Knowledge Discovery in Databases, 173-189, 2015
282015
Identifying User Interests within the Data Space–a Case Study with SkyServer
HV Nguyen, K Böhm, F Becker, B Goldman, G Hinkel, E Müller
262015
Detecting Correlated Columns in Relational Databases with Mixed Data Types
HV Nguyen, E Müller, P Andritsos, K Böhm
International Conference on Scientific and Statistical Database Management …, 2014
152014
Online outlier detection based on relative neighbourhood dissimilarity
NH Vu, V Gopalkrishnan, P Namburi
Web Information Systems Engineering-WISE 2008, 50-61, 2008
142008
Flexibly Mining Better Subgroups
HV Nguyen, J Vreeken
arXiv preprint arXiv:1510.08382, 2015
62015
A Near-Linear Time Subspace Search Scheme for Unsupervised Selection of Correlated Features
HV Nguyen, E Müller, K Böhm
Big Data Research 1, 37-51, 2014
52014
On Scheduling Data Loading and View Maintenance in Soft Real-time Data Warehouses
NH Vu, V Gopalkrishnan
COMAD, 2009
42009
Non-parametric Methods for Correlation Analysis in Multivariate Data with Applications in Data Mining
HV Nguyen
Karlsruhe, Karlsruher Institut für Technologie (KIT), Diss., 2015, 2015
22015
Outlier Detection Based On Neighborhood Proximity
NH Vu
Nanyang Technological University, 2010
22010
Canonical Divergence Analysis
HV Nguyen, J Vreeken
arXiv preprint arXiv:1510.08370, 2015
12015
Erratum to: Unsupervised interaction-preserving discretization of multivariate data
HV Nguyen, E Müller, J Vreeken, K Böhm
Data Mining and Knowledge Discovery 1 (29), 296-297, 2015
2015
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Articles 1–19