Xuan Vinh Nguyen

50 papers A* 7A 3B 2C 4Journal 19Unranked 14
YearRankTypeTitle / Venue / Authors
2021 J jnl
High Intrinsic Dimensionality Facilitates Adversarial Attack: Theoretical Evidence.
IEEE Trans. Inf. Forensics Secur.
Laurent Amsaleg, James Bailey, Amélie Barbe, Sarah M. Erfani, Teddy Furon, Michael E. Houle, Milos Radovanovic, Xuan Vinh Nguyen
2019 J jnl
Alternative Blockmodelling.
CoRR
Oscar Correa, Jeffrey Chan, Xuan Vinh Nguyen
2018 J jnl
The randomized information coefficient: assessing dependencies in noisy data.
Mach. Learn.
Simone Romano, Xuan Vinh Nguyen, Karin Verspoor, James Bailey
2017 J jnl
Extending Information-Theoretic Validity Indices for Fuzzy Clustering.
IEEE Trans. Fuzzy Syst.
Yang Lei, James C. Bezdek, Jeffrey Chan, Xuan Vinh Nguyen, Simone Romano, James Bailey
2017 J jnl
Ground truth bias in external cluster validity indices.
Pattern Recognit.
Yang Lei, James C. Bezdek, Simone Romano, Xuan Vinh Nguyen, Jeffrey Chan, James Bailey
2017 J jnl
Topology-regularized universal vector autoregression for traffic forecasting in large urban areas.
Expert Syst. Appl.
Florin Schimbinschi, Luís Moreira-Matias, Xuan Vinh Nguyen, James Bailey
2017 J jnl
rFILTA: relevant and nonredundant view discovery from collections of clusterings via filtering and ranking.
Knowl. Inf. Syst.
Yang Lei, Xuan Vinh Nguyen, Jeffrey Chan, James Bailey
2016 A conf
A Framework to Adjust Dependency Measure Estimates for Chance.
SDM
Simone Romano, Xuan Vinh Nguyen, James Bailey, Karin Verspoor
2016 A* conf
Accelerating Online CP Decompositions for Higher Order Tensors.
KDD
Shuo Zhou, Xuan Vinh Nguyen, James Bailey, Yunzhe Jia, Ian Davidson
2016 J jnl
Adjusting for Chance Clustering Comparison Measures.
J. Mach. Learn. Res.
Simone Romano, Xuan Vinh Nguyen, James Bailey, Karin Verspoor
2016 J jnl
Can high-order dependencies improve mutual information based feature selection?
Pattern Recognit.
Xuan Vinh Nguyen, Shuo Zhou, Jeffrey Chan, James Bailey
2016 J jnl
Discovering outlying aspects in large datasets.
Data Min. Knowl. Discov.
Xuan Vinh Nguyen, Jeffrey Chan, Simone Romano, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao, Jian Pei
2016 J jnl
Efficient discovery of contrast subspaces for object explanation and characterization.
Knowl. Inf. Syst.
Lei Duan, Guanting Tang, Jian Pei, James Bailey, Guozhu Dong, Xuan Vinh Nguyen, Akiko Campbell, Changjie Tang
2016 J jnl
Ground Truth Bias in External Cluster Validity Indices.
CoRR
Yang Lei, James C. Bezdek, Simone Romano, Xuan Vinh Nguyen, Jeffrey Chan, James Bailey
2016 B conf
Training robust models using Random Projection.
ICPR
Xuan Vinh Nguyen, Sarah M. Erfani, Sakrapee Paisitkriangkrai, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao
2015 — conf
Scalable Outlying-Inlying Aspects Discovery via Feature Ranking.
PAKDD (2)
Xuan Vinh Nguyen, Jeffrey Chan, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao, Jian Pei
2015 — conf
Traffic forecasting in complex urban networks: Leveraging big data and machine learning.
IEEE BigData
Florin Schimbinschi, Xuan Vinh Nguyen, James Bailey, Christopher Leckie, Hai Le Vu, Rao Kotagiri
2014 A* conf
Effective global approaches for mutual information based feature selection.
KDD
Xuan Vinh Nguyen, Jeffrey Chan, Simone Romano, James Bailey
2014 — conf
FILTA: Better View Discovery from Collections of Clusterings via Filtering.
ECML/PKDD (2)
Yang Lei, Xuan Vinh Nguyen, Jeffrey Chan, James Bailey
2014 C conf
Generalized information theoretic cluster validity indices for soft clusterings.
CIDM
Yang Lei, James C. Bezdek, Jeffrey Chan, Xuan Vinh Nguyen, Simone Romano, James Bailey
2014 A* conf
Reconsidering Mutual Information Based Feature Selection: A Statistical Significance View.
AAAI
Xuan Vinh Nguyen, Jeffrey Chan, James Bailey
2014 A* conf
Standardized Mutual Information for Clustering Comparisons: One Step Further in Adjustment for Chance.
ICML
Simone Romano, James Bailey, Xuan Vinh Nguyen, Karin Verspoor
2014 — conf
Structure-Aware Distance Measures for Comparing Clusterings in Graphs.
PAKDD (1)
Jeffrey Chan, Xuan Vinh Nguyen, Wei Liu, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao, Jian Pei
2013 J jnl
A model of the circadian clock in the cyanobacterium Cyanothece sp. ATCC 51142.
BMC Bioinform.
Xuan Vinh Nguyen, Madhu Chetty, Ross L. Coppel, Sandeep Gaudana, Pramod P. Wangikar
2013 J jnl
Comments on supervised feature selection by clustering using conditional mutual information-based distances.
Pattern Recognit.
Xuan Vinh Nguyen, James Bailey
2013 J jnl
Incorporating time-delays in S-System model for reverse engineering genetic networks.
BMC Bioinform.
Ahsan Raja Chowdhury, Madhu Chetty, Xuan Vinh Nguyen
2013 A conf
Inferring large scale genetic networks with S-system model.
GECCO
Ahsan Raja Chowdhury, Madhu Chetty, Xuan Vinh Nguyen
2013 — conf
On the Analysis of Time-Delayed Interactions in Genetic Network Using S-System Model.
ICONIP (2)
Ahsan Raja Chowdhury, Madhu Chetty, Xuan Vinh Nguyen
2013 — conf
Reverse Engineering Genetic Networks with Time-Delayed S-System Model and Pearson Correlation Coefficient.
ICONIP (2)
Ahsan Raja Chowdhury, Madhu Chetty, Xuan Vinh Nguyen
2013 A conf
mDBN: motif based learning of gene regulatory networks using dynamic bayesian networks.
GECCO
Nizamul Morshed, Madhu Chetty, Xuan Vinh Nguyen, Terry Caelli
2012 B conf
Adaptive regulatory genes cardinality for reconstructing genetic networks.
IEEE Congress on Evolutionary Computation
Ahsan Raja Chowdhury, Madhu Chetty, Xuan Vinh Nguyen
2012 — conf
Data Discretization for Dynamic Bayesian Network Based Modeling of Genetic Networks.
ICONIP (2)
Xuan Vinh Nguyen, Madhu Chetty, Ross L. Coppel, Pramod P. Wangikar
2012 — conf
FusGP: Bayesian Co-learning of Gene Regulatory Networks and Protein Interaction Networks.
ICONIP (5)
Nizamul Morshed, Madhu Chetty, Xuan Vinh Nguyen
2012 J jnl
Gene regulatory network modeling via global optimization of high-order dynamic Bayesian network.
BMC Bioinform.
Xuan Vinh Nguyen, Madhu Chetty, Ross L. Coppel, Pramod P. Wangikar
2012 A* conf
Local and Global Algorithms for Learning Dynamic Bayesian Networks.
ICDM
Xuan Vinh Nguyen, Madhu Chetty, Ross L. Coppel, Pramod P. Wangikar
2012 — conf
On the Reconstruction of Genetic Network from Partial Microarray Data.
ICONIP (1)
Ahsan Raja Chowdhury, Madhu Chetty, Xuan Vinh Nguyen
2012 J jnl
Simultaneous learning of instantaneous and time-delayed genetic interactions using novel information theoretic scoring technique.
BMC Syst. Biol.
Nizamul Morshed, Madhu Chetty, Xuan Vinh Nguyen
2011 — conf
Dynamic Bayesian Network Modeling of Cyanobacterial Biological Processes via Gene Clustering.
ICONIP (1)
Xuan Vinh Nguyen, Madhu Chetty, Ross L. Coppel, Pramod P. Wangikar
2011 J jnl
GlobalMIT: learning globally optimal dynamic bayesian network with the mutual information test criterion.
Bioinform.
Xuan Vinh Nguyen, Madhu Chetty, Ross L. Coppel, Pramod P. Wangikar
2011 — conf
Polynomial Time Algorithm for Learning Globally Optimal Dynamic Bayesian Network.
ICONIP (3)
Xuan Vinh Nguyen, Madhu Chetty, Ross L. Coppel, Pramod P. Wangikar
2011 — conf
Simultaneous Learning of Instantaneous and Time-Delayed Genetic Interactions Using Novel Information Theoretic Scoring Technique.
ICONIP (2)
Nizamul Morshed, Madhu Chetty, Xuan Vinh Nguyen
2010 — conf
A Set Correlation Model for Partitional Clustering.
PAKDD (1)
Xuan Vinh Nguyen, Michael E. Houle
2010 J jnl
Information Theoretic Measures for Clusterings Comparison: Variants, Properties, Normalization and Correction for Chance.
J. Mach. Learn. Res.
Xuan Vinh Nguyen, Julien Epps, James Bailey
2010 — —
Information theoretic methods for clustering with applications to microarray data.
Xuan Vinh Nguyen
2010 A* conf
minCEntropy: A Novel Information Theoretic Approach for the Generation of Alternative Clusterings.
ICDM
Xuan Vinh Nguyen, Julien Epps
2009 C conf
A Novel Approach for Automatic Number of Clusters Detection in Microarray Data Based on Consensus Clustering.
BIBE
Xuan Vinh Nguyen, Julien Epps
2009 A* conf
Information theoretic measures for clusterings comparison: is a correction for chance necessary?
ICML
Xuan Vinh Nguyen, Julien Epps, James Bailey
2008 C conf
An information theoretic divergence for microarray data clustering.
BIBE
Xuan Vinh Nguyen, Nguyen Minh Phuong
2008 — conf
Gene Clustering on the Unit Hypersphere with the Spherical K-Means Algorithm: Coping with Extremely Large Number of Local Optima.
BIOCOMP
Xuan Vinh Nguyen
2008 C conf
Normalized EM algorithm for tumor clustering using gene expression data.
BIBE
Nguyen Minh Phuong, Xuan Vinh Nguyen