Incremental Learning of Bayesian Networks with Hidden Variables. - Fengzhan Tian; Hongwei Zhang; Yuchang Lu; Chunyi Shi (ICDM, 2001)

A General Algorithm for Approximate Inference in Multiply Sectioned Bayesian Networks. - Hongwei Zhang; Fengzhan Tian; Yuchang Lu (IDA, 2001)

Learning Bayesian Networks with Hidden Variables Using the Combination of EM and Evolutionary Algorithms. - Fengzhan Tian; Yuchang Lu; Chunyi Shi (PAKDD, 2001)

Learning Bayesian Networks from Incomplete Data Based on EMI Method. - Fengzhan Tian; Hongwei Zhang; Yuchang Lu (ICDM, 2003)

Research on Modeling with Dynamic Bayesian Networks. - Fengzhan Tian; Hongwei Zhang; Yuchang Lu (Web Intelligence, 2003)

An Improved Bayesian Network Learning Algorithm Based on Dependency Analysis. - Fengzhan Tian; Shengfeng Tian; Jian Yu 001; Houkuan Huang (CIS (1), 2005)

Learning TAN from Incomplete Data. - Fengzhan Tian; Zhihai Wang; Jian Yu 001; Houkuan Huang (ICIC (1), 2005)

Frequent Itemset Mining Based on Heuristic Two Level Counting. - Feng Liu; Fengzhan Tian; QiLiang Zhu (ICICIC (2), 2006)

A Novel Greedy Bayesian Network Structure Learning Algorithm for Limited Data. - Feng Liu; Fengzhan Tian; QiLiang Zhu (ADMA, 2007)

Bayesian Network Structure Ensemble Learning. - Feng Liu; Fengzhan Tian; QiLiang Zhu (ADMA, 2007)

Learning Bayesian Networks with the Combination of Evolutionary Algorithm and EMI Method. - Fengzhan Tian; Haisheng Li; Zhihai Wang (Artificial Intelligence and Pattern Recognition, 2007)

A Novel Ordering-Based Greedy Bayesian Network Learning Algorithm on Limited Data. - Feng Liu; Fengzhan Tian; QiLiang Zhu (Australian Conference on Artificial Intelligence, 2007)

Ensembling Bayesian network structure learning on limited data. - Feng Liu; Fengzhan Tian; QiLiang Zhu (CIKM, 2007)

A Discriminative Learning Method of TAN Classifier. - Qi Feng; Fengzhan Tian; Houkuan Huang (ECSQARU, 2007)

An Improved Greedy Bayesian Network Learning Algorithm on Limited Data. - Feng Liu; Fengzhan Tian; QiLiang Zhu (ICANN (1), 2007)

An Algorithm for Generating Classification Rules Based on Extended Function Dependency. - Xiaoping Zhang; Fengzhan Tian; Houkuan Huang (International Conference on Computational Science (3), 2007)

A Multilevel Model of Filtering Chinese Bad Information Based on Heuristic Rules and Text Classification. - Yinli Wang; Fengzhan Tian; Yanfeng Zhang (IICAI, 2007)

Learning Bayesian Networks Based on a Mutual Information Scoring Function and EMI Method. - Fengzhan Tian; Haisheng Li; Zhihai Wang; Jian Yu 001 (ISNN (2), 2007)

Learning Bayesian Networks Using Evolutionary Algorithm and a Variant of MDL Score. - Fengzhan Tian; Yanfeng Zhang; Zhihai Wang; Houkuan Huang (KES (3), 2007)

Learning Bayesian Networks with Combination of MRMR Criterion and EMI Method. - Fengzhan Tian; Feng Liu; Zhihai Wang; Jian Yu 001 (PAKDD, 2007)

A Selective Classifier for Incomplete Data. - Jingnian Chen; Houkuan Huang; Fengzhan Tian; Shengfeng Tian (PAKDD, 2008)

A selective Bayes Classifier for classifying incomplete data based on gain ratio. - Jingnian Chen; Houkuan Huang; Fengzhan Tian; Shengfeng Tian (Knowl. Based Syst., 2008)