Xuan Vinh Nguyen
Orcid: 0000-0002-7275-750XAffiliations:
- University of Melbourne, Computing and Information Systems, VIC, Australia (since 2013)
- Monash University, Clayton, VIC, Australia (2010 - 2013)
- University of New South Wales, Sydney, NSW, Australia (PhD 2011)
According to our database1,
Xuan Vinh Nguyen
authored at least 48 papers
between 2008 and 2021.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2021
IEEE Trans. Inf. Forensics Secur., 2021
2019
2018
Mach. Learn., 2018
2017
IEEE Trans. Fuzzy Syst., 2017
rFILTA: relevant and nonredundant view discovery from collections of clusterings via filtering and ranking.
Knowl. Inf. Syst., 2017
Topology-regularized universal vector autoregression for traffic forecasting in large urban areas.
Expert Syst. Appl., 2017
2016
Pattern Recognit., 2016
Efficient discovery of contrast subspaces for object explanation and characterization.
Knowl. Inf. Syst., 2016
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
2015
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015
Traffic forecasting in complex urban networks: Leveraging big data and machine learning.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015
2014
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014
Standardized Mutual Information for Clustering Comparisons: One Step Further in Adjustment for Chance.
Proceedings of the 31th International Conference on Machine Learning, 2014
Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014
Reconsidering Mutual Information Based Feature Selection: A Statistical Significance View.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
2013
Comments on supervised feature selection by clustering using conditional mutual information-based distances.
Pattern Recognit., 2013
BMC Bioinform., 2013
Incorporating time-delays in S-System model for reverse engineering genetic networks.
BMC Bioinform., 2013
Reverse Engineering Genetic Networks with Time-Delayed S-System Model and Pearson Correlation Coefficient.
Proceedings of the Neural Information Processing - 20th International Conference, 2013
On the Analysis of Time-Delayed Interactions in Genetic Network Using S-System Model.
Proceedings of the Neural Information Processing - 20th International Conference, 2013
mDBN: motif based learning of gene regulatory networks using dynamic bayesian networks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
2012
Simultaneous learning of instantaneous and time-delayed genetic interactions using novel information theoretic scoring technique.
BMC Syst. Biol., 2012
Gene regulatory network modeling via global optimization of high-order dynamic Bayesian network.
BMC Bioinform., 2012
Proceedings of the Neural Information Processing - 19th International Conference, 2012
FusGP: Bayesian Co-learning of Gene Regulatory Networks and Protein Interaction Networks.
Proceedings of the Neural Information Processing - 19th International Conference, 2012
Proceedings of the Neural Information Processing - 19th International Conference, 2012
Proceedings of the 12th IEEE International Conference on Data Mining, 2012
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
2011
GlobalMIT: learning globally optimal dynamic bayesian network with the mutual information test criterion.
Bioinform., 2011
Proceedings of the Neural Information Processing - 18th International Conference, 2011
Dynamic Bayesian Network Modeling of Cyanobacterial Biological Processes via Gene Clustering.
Proceedings of the Neural Information Processing - 18th International Conference, 2011
2010
PhD thesis, 2010
Information Theoretic Measures for Clusterings Comparison: Variants, Properties, Normalization and Correction for Chance.
J. Mach. Learn. Res., 2010
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010
minCEntropy: A Novel Information Theoretic Approach for the Generation of Alternative Clusterings.
Proceedings of the ICDM 2010, 2010
2009
Information theoretic measures for clusterings comparison: is a correction for chance necessary?
Proceedings of the 26th Annual International Conference on Machine Learning, 2009
A Novel Approach for Automatic Number of Clusters Detection in Microarray Data Based on Consensus Clustering.
Proceedings of the Ninth IEEE International Conference on Bioinformatics and Bioengineering, 2009
2008
Gene Clustering on the Unit Hypersphere with the Spherical K-Means Algorithm: Coping with Extremely Large Number of Local Optima.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2008
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008