Xuan Vinh Nguyen

发表

Accelerating Online CP Decompositions for Higher Order Tensors

James Bailey, Shuo Zhou, Xuan Vinh Nguyen, 2016, KDD.

A Set Correlation Model for Partitional Clustering

Xuan Vinh Nguyen, Michael E. Houle, X. Nguyen, 2010, PAKDD.

Efficient discovery of contrast subspaces for object explanation and characterization

James Bailey, Jian Pei, Xuan Vinh Nguyen, 2015, Knowledge and Information Systems.

Adjusting for Chance Clustering Comparison Measures

James Bailey, Karin M. Verspoor, Xuan Vinh Nguyen, 2015, J. Mach. Learn. Res..

Training robust models using Random Projection

James Bailey, Kotagiri Ramamohanarao, Christopher Leckie, 2016, 2016 23rd International Conference on Pattern Recognition (ICPR).

Effective global approaches for mutual information based feature selection

James Bailey, Xuan Vinh Nguyen, Simone Romano, 2014, KDD.

Simultaneous Learning of Instantaneous and Time-Delayed Genetic Interactions Using Novel Information Theoretic Scoring Technique

Xuan Vinh Nguyen, Madhu Chetty, Nizamul Morshed, 2011, ICONIP.

On the Analysis of Time-Delayed Interactions in Genetic Network Using S-System Model

Xuan Vinh Nguyen, Ahsan Raja Chowdhury, Madhu Chetty, 2013, ICONIP.

Normalized EM algorithm for tumor clustering using gene expression data

Xuan Vinh Nguyen, Nguyen Minh Phuong, 2008, 2008 8th IEEE International Conference on BioInformatics and BioEngineering.

minCEntropy: A Novel Information Theoretic Approach for the Generation of Alternative Clusterings

Xuan Vinh Nguyen, Julien Epps, J. Epps, 2010, 2010 IEEE International Conference on Data Mining.

Reverse Engineering Genetic Networks with Time-Delayed S-System Model and Pearson Correlation Coefficient

Xuan Vinh Nguyen, Ahsan Raja Chowdhury, Madhu Chetty, 2013, ICONIP.

Local and Global Algorithms for Learning Dynamic Bayesian Networks

Xuan Vinh Nguyen, Madhu Chetty, Ross L. Coppel, 2012, 2012 IEEE 12th International Conference on Data Mining.

Simultaneous learning of instantaneous and time-delayed genetic interactions using novel information theoretic scoring technique

Xuan Vinh Nguyen, Madhu Chetty, Nizamul Morshed, 2011, BMC Systems Biology.

Ground truth bias in external cluster validity indices

Yang Lei, James Bailey, James C. Bezdek, 2016, Pattern Recognit..

A Novel Approach for Automatic Number of Clusters Detection in Microarray Data Based on Consensus Clustering

Xuan Vinh Nguyen, Julien Epps, J. Epps, 2009, 2009 Ninth IEEE International Conference on Bioinformatics and BioEngineering.

Information theoretic measures for clusterings comparison: is a correction for chance necessary?

James Bailey, Xuan Vinh Nguyen, Julien Epps, 2009, ICML '09.

A Framework to Adjust Dependency Measure Estimates for Chance

James Bailey, Karin M. Verspoor, Xuan Vinh Nguyen, 2015, SDM.

Data Discretization for Dynamic Bayesian Network Based Modeling of Genetic Networks

Xuan Vinh Nguyen, Madhu Chetty, Ross L. Coppel, 2012, ICONIP.

Standardized Mutual Information for Clustering Comparisons: One Step Further in Adjustment for Chance

James Bailey, Karin M. Verspoor, Xuan Vinh Nguyen, 2014, ICML.

rFILTA: relevant and nonredundant view discovery from collections of clusterings via filtering and ranking

Yang Lei, James Bailey, Xuan Vinh Nguyen, 2017, Knowledge and Information Systems.

Scalable Outlying-Inlying Aspects Discovery via Feature Ranking

James Bailey, Jian Pei, Kotagiri Ramamohanarao, 2015, PAKDD.

Reconsidering Mutual Information Based Feature Selection: A Statistical Significance View

James Bailey, Xuan Vinh Nguyen, Jeffrey Chan, 2014, AAAI.

FusGP: Bayesian Co-learning of Gene Regulatory Networks and Protein Interaction Networks

Xuan Vinh Nguyen, Madhu Chetty, Nizamul Morshed, 2012, ICONIP.

Traffic forecasting in complex urban networks: Leveraging big data and machine learning

James Bailey, Kotagiri Ramamohanarao, Christopher Leckie, 2015, 2015 IEEE International Conference on Big Data (Big Data).

Adaptive regulatory genes cardinality for reconstructing genetic networks

Xuan Vinh Nguyen, Ahsan Raja Chowdhury, Madhu Chetty, 2012, 2012 IEEE Congress on Evolutionary Computation.

Gene regulatory network modeling via global optimization of high-order dynamic Bayesian network

Xuan Vinh Nguyen, Madhu Chetty, Ross L. Coppel, 2012, BMC Bioinformatics.

Can high-order dependencies improve mutual information based feature selection?

James Bailey, Shuo Zhou, Xuan Vinh Nguyen, 2016, Pattern Recognit..

Discovering outlying aspects in large datasets

James Bailey, Jian Pei, Kotagiri Ramamohanarao, 2016, Data Mining and Knowledge Discovery.

On the Reconstruction of Genetic Network from Partial Microarray Data

Xuan Vinh Nguyen, Ahsan Raja Chowdhury, Madhu Chetty, 2012, ICONIP.

Comments on supervised feature selection by clustering using conditional mutual information-based distances

James Bailey, Xuan Vinh Nguyen, J. Bailey, 2013, Pattern Recognit..

Topology-regularized universal vector autoregression for traffic forecasting in large urban areas

James Bailey, Xuan Vinh Nguyen, Florin Schimbinschi, 2017, Expert Syst. Appl..

The randomized information coefficient: assessing dependencies in noisy data

James Bailey, Karin M. Verspoor, Xuan Vinh Nguyen, 2018, Machine Learning.

Gene Clustering on the Unit Hypersphere with the Spherical K-Means Algorithm: Coping with Extremely Large Number of Local Optima

Xuan Vinh Nguyen, X. Nguyen, 2008, BIOCOMP.

Information theoretic methods for clustering with applications to microarray data

Xuan Vinh Nguyen, 2010 .

A model of the circadian clock in the cyanobacterium Cyanothece sp. ATCC 51142

Xuan Vinh Nguyen, Madhu Chetty, Ross L. Coppel, 2013, BMC Bioinformatics.

Incorporating time-delays in S-System model for reverse engineering genetic networks

Xuan Vinh Nguyen, Ahsan Raja Chowdhury, Madhu Chetty, 2013, BMC Bioinformatics.

Inferring large scale genetic networks with S-system model

Xuan Vinh Nguyen, Ahsan Raja Chowdhury, Madhu Chetty, 2013, GECCO '13.

GlobalMIT: learning globally optimal dynamic bayesian network with the mutual information test criterion

Xuan Vinh Nguyen, Madhu Chetty, Ross L. Coppel, 2011, Bioinform..

Dynamic Bayesian Network Modeling of Cyanobacterial Biological Processes via Gene Clustering

Xuan Vinh Nguyen, Madhu Chetty, Ross L. Coppel, 2011, ICONIP.

Generalized information theoretic cluster validity indices for soft clusterings

James Bailey, James C. Bezdek, Xuan Vinh Nguyen, 2014, 2014 IEEE Symposium on Computational Intelligence and Data Mining (CIDM).

An information theoretic divergence for microarray data clustering

Xuan Vinh Nguyen, Nguyen Minh Phuong, 2008, 2008 8th IEEE International Conference on BioInformatics and BioEngineering.

Alternative Blockmodelling pdf

Jeffrey Chan, Xuan Vinh Nguyen, Oscar Correa, 2019, ArXiv.

FILTA: Better View Discovery from Collections of Clusterings via Filtering

James Bailey, Xuan Vinh Nguyen, Yang Lei, 2014, ECML/PKDD.

Structure-Aware Distance Measures for Comparing Clusterings in Graphs

James Bailey, Jian Pei, Kotagiri Ramamohanarao, 2014, PAKDD.

Information Theoretic Measures for Clusterings Comparison: Variants, Properties, Normalization and Correction for Chance

James Bailey, Xuan Vinh Nguyen, Julien Epps, 2010, J. Mach. Learn. Res..

High Intrinsic Dimensionality Facilitates Adversarial Attack: Theoretical Evidence

Laurent Amsaleg, Xuan Vinh Nguyen, James Bailey, 2021, IEEE Transactions on Information Forensics and Security.

mDBN: motif based learning of gene regulatory networks using dynamic bayesian networks

Xuan Vinh Nguyen, Madhu Chetty, Terry Caelli, 2013, GECCO '13.