| Mining outliers with ensemble of heterogeneous detectors on random subspaces HV Nguyen, HH Ang, V Gopalkrishnan Database Systems for Advanced Applications, 368-383, 2010 | 139 | 2010 |
| 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 | 83 | 2013 |
| Multivariate Maximal Correlation Analysis HV Nguyen, E Mü, J Vreeken, P Efros, K Böhm International Conference on Machine Learning (ICML), 775-783, 2014 | 57 | 2014 |
| Feature extraction for outlier detection in highdimensional spaces HV Nguyen, V Gopalkrishnan Journal of Machine Learning Research 10, 66-75, 2010 | 49 | 2010 |
| 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 | 47 | 2011 |
| Efficient pruning schemes for distance-based outlier detection NH Vu, V Gopalkrishnan Machine Learning and Knowledge Discovery in Databases, 160-175, 2009 | 46 | 2009 |
| 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 | 41 | 2014 |
| 4S: Scalable subspace search scheme overcoming traditional Apriori processing HV Nguyen, E Muller, K Bohm IEEE International Conference on Big Data, 359-367, 2013 | 31 | 2013 |
| Non-parametric Jensen-Shannon Divergence HV Nguyen, J Vreeken Machine Learning and Knowledge Discovery in Databases, 173-189, 2015 | 29 | 2015 |
| Identifying User Interests within the Data Space–a Case Study with SkyServer HV Nguyen, K Böhm, F Becker, B Goldman, G Hinkel, E Müller | 26 | 2015 |
| 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 | 15 | 2014 |
| Online outlier detection based on relative neighbourhood dissimilarity NH Vu, V Gopalkrishnan, P Namburi Web Information Systems Engineering-WISE 2008, 50-61, 2008 | 14 | 2008 |
| Flexibly Mining Better Subgroups HV Nguyen, J Vreeken arXiv preprint arXiv:1510.08382, 2015 | 6 | 2015 |
| 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 | 5 | 2014 |
| On Scheduling Data Loading and View Maintenance in Soft Real-time Data Warehouses NH Vu, V Gopalkrishnan COMAD, 2009 | 4 | 2009 |
| 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 | 2 | 2015 |
| Outlier Detection Based On Neighborhood Proximity NH Vu Nanyang Technological University, 2010 | 2 | 2010 |
| Canonical Divergence Analysis HV Nguyen, J Vreeken arXiv preprint arXiv:1510.08370, 2015 | 1 | 2015 |
| 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 |
Jilles VreekenCISPA Helmholtz Center for Information SecurityBestätigte E-Mail-Adresse bei cispa.de
