Fengzhan Tian

发表

Learning Bayesian Networks with the Combination of Evolutionary Algorithm and EMI Method

Haisheng Li, Fengzhan Tian, Zhihai Wang, 2007, Artificial Intelligence and Pattern Recognition.

A Discriminative Learning Method of TAN Classifier

Fengzhan Tian, Qi Feng, Houkuan Huang, 2007, ECSQARU.

Learning Bayesian Networks Based on a Mutual Information Scoring Function and EMI Method

Haisheng Li, Jian Yu, Fengzhan Tian, 2007, ISNN.

Learning TAN from Incomplete Data

Jian Yu, Fengzhan Tian, Zhihai Wang, 2005, ICIC.

A Novel Greedy Bayesian Network Structure Learning Algorithm for Limited Data

Feng Liu, Fengzhan Tian, QiLiang Zhu, 2007, ADMA.

Learning Bayesian Networks with Combination of MRMR Criterion and EMI Method

Feng Liu, Jian Yu, Fengzhan Tian, 2007, PAKDD.

A Novel Ordering-Based Greedy Bayesian Network Learning Algorithm on Limited Data

Feng Liu, Fengzhan Tian, QiLiang Zhu, 2007, Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007).

Bayesian Network Structure Ensemble Learning

Feng Liu, Fengzhan Tian, QiLiang Zhu, 2007, ADMA.

An Improved Bayesian Network Learning Algorithm Based on Dependency Analysis

Jian Yu, Fengzhan Tian, Houkuan Huang, 2005, CIS.

Ensembling Bayesian network structure learning on limited data

Feng Liu, Fengzhan Tian, QiLiang Zhu, 2007, CIKM '07.

A Selective Classifier for Incomplete Data

Fengzhan Tian, Houkuan Huang, Jingnian Chen, 2008, PAKDD.

A Novel Ordering-Based Greedy Bayesian Network Learning Algorithm on Limited Data

Feng Liu, Fengzhan Tian, Qiliang Zhu, 2007 .

An Improved Greedy Bayesian Network Learning Algorithm on Limited Data

Feng Liu, Fengzhan Tian, QiLiang Zhu, 2007, ICANN.

A Novel Ordering-Based Greedy Bayesian Network Learning Algorithm on Limited Data

Feng Liu, Fengzhan Tian, QiLiang Zhu, 2007, ICDM Workshops.

Learning Bayesian Networks Using Evolutionary Algorithm and a Variant of MDL Score

Fengzhan Tian, Zhihai Wang, Houkuan Huang, 2007, KES.

Frequent Itemset Mining Based on Heuristic Two Level Counting

Feng Liu, Fengzhan Tian, QiLiang Zhu, 2006, First International Conference on Innovative Computing, Information and Control - Volume I (ICICIC'06).

A comparatively research in incremental learning of Bayesian networks

Hantao Song, Fengzhan Tian, Hao Huang, 2004, Fifth World Congress on Intelligent Control and Automation (IEEE Cat. No.04EX788).

A Comparatively Research in Incremental Learning of

Hantao Song, Hao Huang, Fengzhan Tian, 2004 .

An Algorithm for Classifying Incomplete Data with Selective Bayes Classifiers

Fengzhan Tian, Houkuan Huang, Jingnian Chen, 2007, 2007 International Conference on Computational Intelligence and Security Workshops (CISW 2007).

Research on modeling with dynamic Bayesian networks

Fengzhan Tian, Hongwei Zhang, Yuchang Lu, 2003, Proceedings IEEE/WIC International Conference on Web Intelligence (WI 2003).

Incremental learning of Bayesian networks with hidden variables

Fengzhan Tian, Hongwei Zhang, Yuchang Lu, 2001, Proceedings 2001 IEEE International Conference on Data Mining.

Learning Bayesian networks from incomplete data based on EMI method

Fengzhan Tian, Hongwei Zhang, Yuchang Lu, 2003, Third IEEE International Conference on Data Mining.

A selective Bayes Classifier for classifying incomplete data based on gain ratio

Fengzhan Tian, Houkuan Huang, Jingnian Chen, 2008, Knowl. Based Syst..

Learning Bayesian Networks with Hidden Variables Using the Combination of EM and Evolutionary Algorithms

Fengzhan Tian, Yuchang Lu, Chunyi Shi, 2001, PAKDD.

A General Algorithm for Approximate Inference in Multiply Sectioned Bayesian Networks

Fengzhan Tian, Hongwei Zhang, Yuchang Lu, 2001, IDA.

An Algorithm for Generating Classification Rules Based on Extended Function Dependency

Fengzhan Tian, Houkuan Huang, Xiaoping Zhang, 2007, International Conference on Computational Science.

A Multilevel Model of Filtering Chinese Bad Information Based on Heuristic Rules and Text Classification

Fengzhan Tian, Yanfeng Zhang, Yinli Wang, 2007, IICAI.

A DBN inference algorithm using junction tree

Fengzhan Tian, Yuchang Lu, Yuchang Lu, 2004, Fifth World Congress on Intelligent Control and Automation (IEEE Cat. No.04EX788).