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ORCIDHoang Vu Nguyen
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- affiliation: Saarland University, Saarbruecken, Germany
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Books and Theses
- 2015
[b1]Hoang Vu Nguyen:
Non-parametric Methods for Correlation Analysis in Multivariate Data with Applications in Data Mining. Karlsruhe Institute of Technology, 2015
Journal Articles
- 2024
- [j6]Tuan Linh Dang
, Trung Hieu Pham, Duc Manh Dao, Hoang Vu Nguyen, Quang Minh Dang, Ba Tuan Nguyen, Nicolas Monet:
DATE: a video dataset and benchmark for dynamic hand gesture recognition. Neural Comput. Appl. 36(28): 17311-17325 (2024) - 2022
- [j5]Tuan Linh Dang, Huu Thang Nguyen, Duc Manh Dao, Hoang Vu Nguyen, Duc Long Luong, Ba Tuan Nguyen, Suntae Kim, Nicolas Monet:
SHAPE: a dataset for hand gesture recognition. Neural Comput. Appl. 34(24): 21849-21862 (2022) - 2018
- [j4]Hoang Vu Nguyen, Dinh-Du To, Dong-Choon Lee:
Onboard Battery Chargers for Plug-in Electric Vehicles With Dual Functional Circuit for Low-Voltage Battery Charging and Active Power Decoupling. IEEE Access 6: 70212-70222 (2018) - 2015
- [j3]Hoang Vu Nguyen, Emmanuel Müller, Jilles Vreeken, Klemens Böhm:
Erratum to: Unsupervised interaction-preserving discretization of multivariate data. Data Min. Knowl. Discov. 29(1): 296-297 (2015) - 2014
- [j2]Hoang Vu Nguyen, Emmanuel Müller, Klemens Böhm:
A Near-Linear Time Subspace Search Scheme for Unsupervised Selection of Correlated Features. Big Data Res. 1: 37-51 (2014) - [j1]Hoang Vu Nguyen, Emmanuel Müller, Jilles Vreeken, Klemens Böhm:
Unsupervised interaction-preserving discretization of multivariate data. Data Min. Knowl. Discov. 28(5-6): 1366-1397 (2014)
Conference and Workshop Papers
- 2016
- [c16]Hoang Vu Nguyen, Jilles Vreeken:
Flexibly Mining Better Subgroups. SDM 2016: 585-593 - [c15]Hoang Vu Nguyen, Panagiotis Mandros, Jilles Vreeken:
Universal Dependency Analysis. SDM 2016: 792-800 - [c14]Hoang Vu Nguyen, Jilles Vreeken:
Linear-time Detection of Non-linear Changes in Massively High Dimensional Time Series. SDM 2016: 828-836 - 2015
- [c13]Hoang Vu Nguyen, Klemens Böhm, Florian Becker, Bertrand Goldman, Georg Hinkel, Emmanuel Müller:
Identifying User Interests within the Data Space - a Case Study with SkyServer. EDBT 2015: 641-652 - [c12]Hoang Vu Nguyen, Jilles Vreeken:
Non-parametric Jensen-Shannon Divergence. ECML/PKDD (2) 2015: 173-189 - 2014
- [c11]Hoang Vu Nguyen:
Correlation Analysis for Data Analytics. Joint Workshop of the German Research Training Groups in Computer Science 2014: 10 - [c10]Hoang Vu Nguyen, Emmanuel Müller, Jilles Vreeken, Pavel Efros, Klemens Böhm:
Multivariate Maximal Correlation Analysis. ICML 2014: 775-783 - [c9]Hoang Vu Nguyen, Emmanuel Müller, Periklis Andritsos, Klemens Böhm:
Detecting correlated columns in relational databases with mixed data types. SSDBM 2014: 30:1-30:12 - 2013
- [c8]Hoang Vu Nguyen, Emmanuel Müller, Klemens Böhm:
4S: Scalable subspace search scheme overcoming traditional Apriori processing. IEEE BigData 2013: 359-367 - [c7]Klemens Böhm, Fabian Keller, Emmanuel Müller, Hoang Vu Nguyen, Jilles Vreeken:
CMI: An Information-Theoretic Contrast Measure for Enhancing Subspace Cluster and Outlier Detection. SDM 2013: 198-206 - 2011
- [c6]Hoang Vu Nguyen, Vivekanand Gopalkrishnan, Ira Assent:
An Unbiased Distance-Based Outlier Detection Approach for High-Dimensional Data. DASFAA (1) 2011: 138-152 - 2010
- [c5]Hoang Vu Nguyen, Hock Hee Ang, Vivekanand Gopalkrishnan:
Mining Outliers with Ensemble of Heterogeneous Detectors on Random Subspaces. DASFAA (1) 2010: 368-383 - [c4]Hoang Vu Nguyen, Vivekanand Gopalkrishnan:
Feature Extraction for Outlier Detection in High-Dimensional Spaces. FSDM 2010: 66-75 - 2009
- [c3]Hoang Vu Nguyen, Vivekanand Gopalkrishnan:
Epsilon Equitable Partition: On Scheduling Data Loading and View Maintenance in Soft Real-time Data Warehouses. COMAD 2009 - [c2]Hoang Vu Nguyen, Vivekanand Gopalkrishnan:
Efficient Pruning Schemes for Distance-Based Outlier Detection. ECML/PKDD (2) 2009: 160-175 - 2008
- [c1]Hoang Vu Nguyen, Vivekanand Gopalkrishnan, Praneeth Namburi:
Online Outlier Detection Based on Relative Neighbourhood Dissimilarity. WISE 2008: 50-61
Informal and Other Publications
- 2015
- [i4]Hoang Vu Nguyen, Jilles Vreeken:
Canonical Divergence Analysis. CoRR abs/1510.08370 (2015) - [i3]Hoang Vu Nguyen, Jilles Vreeken:
Flexibly Mining Better Subgroups. CoRR abs/1510.08382 (2015) - [i2]Hoang Vu Nguyen, Jilles Vreeken:
Linear-time Detection of Non-linear Changes in Massively High Dimensional Time Series. CoRR abs/1510.08385 (2015) - [i1]Hoang Vu Nguyen, Jilles Vreeken:
Universal Dependency Analysis. CoRR abs/1510.08389 (2015)
Coauthor Index
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