| 2016 | ICPR | Training robust models using Random Projection. | Xuan Vinh Nguyen, Sarah M. Erfani, Sakrapee Paisitkriangkrai, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao |
| 2016 | KDD | Accelerating Online CP Decompositions for Higher Order Tensors. | Shuo Zhou, Xuan Vinh Nguyen, James Bailey, Yunzhe Jia, Ian Davidson |
| 2016 | SDM | A Framework to Adjust Dependency Measure Estimates for Chance. | Simone Romano, Xuan Vinh Nguyen, James Bailey, Karin Verspoor |
| 2015 | PAKDD | Scalable Outlying-Inlying Aspects Discovery via Feature Ranking. | Xuan Vinh Nguyen, Jeffrey Chan, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao, Jian Pei |
| 2014 | AAAI | Reconsidering Mutual Information Based Feature Selection: A Statistical Significance View. | Xuan Vinh Nguyen, Jeffrey Chan, James Bailey |
| 2014 | CIDM | Generalized information theoretic cluster validity indices for soft clusterings. | Yang Lei, James C. Bezdek, Jeffrey Chan, Xuan Vinh Nguyen, Simone Romano, James Bailey |
| 2014 | ICML | Standardized Mutual Information for Clustering Comparisons: One Step Further in Adjustment for Chance. | Simone Romano, James Bailey, Xuan Vinh Nguyen, Karin Verspoor |
| 2014 | KDD | Effective global approaches for mutual information based feature selection. | Xuan Vinh Nguyen, Jeffrey Chan, Simone Romano, James Bailey |
| 2014 | PAKDD | Structure-Aware Distance Measures for Comparing Clusterings in Graphs. | Jeffrey Chan, Xuan Vinh Nguyen, Wei Liu, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao, Jian Pei |
| 2013 | GECCO | Inferring large scale genetic networks with S-system model. | Ahsan Raja Chowdhury, Madhu Chetty, Xuan Vinh Nguyen |
| 2013 | GECCO | mDBN: motif based learning of gene regulatory networks using dynamic bayesian networks. | Nizamul Morshed, Madhu Chetty, Xuan Vinh Nguyen, Terry Caelli |
| 2013 | ICONIP | On the Analysis of Time-Delayed Interactions in Genetic Network Using S-System Model. | Ahsan Raja Chowdhury, Madhu Chetty, Xuan Vinh Nguyen |
| 2013 | ICONIP | Reverse Engineering Genetic Networks with Time-Delayed S-System Model and Pearson Correlation Coefficient. | Ahsan Raja Chowdhury, Madhu Chetty, Xuan Vinh Nguyen |
| 2012 | CEC | Adaptive regulatory genes cardinality for reconstructing genetic networks. | Ahsan Raja Chowdhury, Madhu Chetty, Xuan Vinh Nguyen |
| 2012 | ICDM | Local and Global Algorithms for Learning Dynamic Bayesian Networks. | Xuan Vinh Nguyen, Madhu Chetty, Ross L. Coppel, Pramod P. Wangikar |
| 2012 | ICONIP | On the Reconstruction of Genetic Network from Partial Microarray Data. | Ahsan Raja Chowdhury, Madhu Chetty, Xuan Vinh Nguyen |
| 2012 | ICONIP | FusGP: Bayesian Co-learning of Gene Regulatory Networks and Protein Interaction Networks. | Nizamul Morshed, Madhu Chetty, Xuan Vinh Nguyen |
| 2012 | ICONIP | Data Discretization for Dynamic Bayesian Network Based Modeling of Genetic Networks. | Xuan Vinh Nguyen, Madhu Chetty, Ross L. Coppel, Pramod P. Wangikar |
| 2011 | ICONIP | Simultaneous Learning of Instantaneous and Time-Delayed Genetic Interactions Using Novel Information Theoretic Scoring Technique. | Nizamul Morshed, Madhu Chetty, Xuan Vinh Nguyen |
| 2011 | ICONIP | Dynamic Bayesian Network Modeling of Cyanobacterial Biological Processes via Gene Clustering. | Xuan Vinh Nguyen, Madhu Chetty, Ross L. Coppel, Pramod P. Wangikar |
| 2011 | ICONIP | Polynomial Time Algorithm for Learning Globally Optimal Dynamic Bayesian Network. | Xuan Vinh Nguyen, Madhu Chetty, Ross L. Coppel, Pramod P. Wangikar |
| 2010 | ICDM | minCEntropy: A Novel Information Theoretic Approach for the Generation of Alternative Clusterings. | Xuan Vinh Nguyen, Julien Epps |
| 2010 | PAKDD | A Set Correlation Model for Partitional Clustering. | Xuan Vinh Nguyen, Michael E. Houle |
| 2009 | BIBE | A Novel Approach for Automatic Number of Clusters Detection in Microarray Data Based on Consensus Clustering. | Xuan Vinh Nguyen, Julien Epps |
| 2009 | ICML | Information theoretic measures for clusterings comparison: is a correction for chance necessary? | Xuan Vinh Nguyen, Julien Epps, James Bailey |
| 2008 | BIBE | An information theoretic divergence for microarray data clustering. | Xuan Vinh Nguyen, Nguyen Minh Phuong |
| 2008 | BIBE | Normalized EM algorithm for tumor clustering using gene expression data. | Nguyen Minh Phuong, Xuan Vinh Nguyen |