Discriminative Parameter Learning of General Bayesian Network Classifiers. - Bin Shen; Xiaoyuan Su; Russell Greiner; Petr Musílek; Corrine Cheng (ICTAI, 2003)

Query Size Estimation Using Clustering Techniques. - Xiaoyuan Su; Miroslav Kubat; Moiez A. Tapia; Chao Hu (ICTAI, 2005)

Structural Extension to Logistic Regression: Discriminative Parameter Learning of Belief Net Classifiers. - Russell Greiner; Xiaoyuan Su; Bin Shen; Wei Zhou (Mach. Learn., 2005)

Collaborative Filtering for Multi-class Data Using Belief Nets Algorithms. - Xiaoyuan Su; Taghi M. Khoshgoftaar (ICTAI, 2006)

Arbitrarily-Shaped Window Based Stereo Matching using the Go-Light Optimization Algorithm. - Xiaoyuan Su; Taghi M. Khoshgoftaar (ICIP (6), 2007)

A Progressive Edge-Based Stereo Correspondence Method. - Xiaoyuan Su; Taghi M. Khoshgoftaar (ISVC (1), 2007)

Rule-Based Multiple Object Tracking for Traffic Surveillance Using Collaborative Background Extraction. - Xiaoyuan Su; Taghi M. Khoshgoftaar; Xingquan Zhu 001; Andres Folleco (ISVC (2), 2007)

Hybrid Collaborative Filtering Algorithms Using a Mixture of Experts. - Xiaoyuan Su; Russell Greiner; Taghi M. Khoshgoftaar; Xingquan Zhu 001 (Web Intelligence, 2007)

A Mixture Imputation-Boosted Collaborative Filter. - Xiaoyuan Su; Taghi M. Khoshgoftaar; Russell Greiner (FLAIRS, 2008)

VoB predictors: Voting on bagging classifications. - Xiaoyuan Su; Taghi M. Khoshgoftaar; Xingquan Zhu 001 (ICPR, 2008)

Using Imputation Techniques to Help Learn Accurate Classifiers. - Xiaoyuan Su; Taghi M. Khoshgoftaar; Russell Greiner (ICTAI (1), 2008)

VCI predictors: Voting on classifications from imputed learning sets. - Xiaoyuan Su; Taghi M. Khoshgoftaar; Xingquan Zhu 001 (IRI, 2008)

Imputation-boosted collaborative filtering using machine learning classifiers. - Xiaoyuan Su; Taghi M. Khoshgoftaar; Xingquan Zhu 001; Russell Greiner (SAC, 2008)

Imputed Neighborhood Based Collaborative Filtering. - Xiaoyuan Su; Taghi M. Khoshgoftaar; Russell Greiner (Web Intelligence, 2008)

Collaborative Filtering for Multi-Class Data Using Bayesian Networks. - Xiaoyuan Su; Taghi M. Khoshgoftaar (Int. J. Artif. Intell. Tools, 2008)

Collabortive filtering using machine learning and statistical techniques. - Xiaoyuan Su (2008)

VipBoost: A More Accurate Boosting Algorithm. - Xiaoyuan Su; Taghi M. Khoshgoftaar; Russell Greiner (FLAIRS, 2009)

A Survey of Collaborative Filtering Techniques. - Xiaoyuan Su; Taghi M. Khoshgoftaar (Adv. Artif. Intell., 2009)

Making an accurate classifier ensemble by voting on classifications from imputed learning sets. - Xiaoyuan Su; Taghi M. Khoshgoftaar; Russell Greiner (Int. J. Inf. Decis. Sci., 2009)

Using Classifier-Based Nominal Imputation to Improve Machine Learning. - Xiaoyuan Su; Russell Greiner; Taghi M. Khoshgoftaar; Amri Napolitano (PAKDD (1), 2011)