Jun Zhang

According to our database, Jun Zhang authored at least 11 papers between 2002 and 2006.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2006

Learning accurate and concise naïve Bayes classifiers from attribute value taxonomies and data.

Jun Zhang, Dae-Ki Kang, Adrian Silvescu, Vasant G. Honavar

Knowl. Inf. Syst., 2006

Learning Classifiers from Distributed, Ontology-Extended Data Sources.

Doina Caragea, Jun Zhang, Jyotishman Pathak, Vasant G. Honavar

Proceedings of the Data Warehousing and Knowledge Discovery, 8th International Conference, 2006

2005

Learning Classifiers Using Hierarchically Structured Class Taxonomies.

Feihong Wu, Jun Zhang, Vasant G. Honavar

Proceedings of the Abstraction, 2005

Multinomial Event Model Based Abstraction for Sequence and Text Classification.

Dae-Ki Kang, Jun Zhang, Adrian Silvescu, Vasant G. Honavar

Proceedings of the Abstraction, 2005

Learning Ontology-Aware Classifiers.

Jun Zhang, Doina Caragea, Vasant G. Honavar

Proceedings of the Discovery Science, 8th International Conference, 2005

Algorithms and Software for Collaborative Discovery from Autonomous, Semantically Heterogeneous, Distributed Information Sources.

Doina Caragea, Jun Zhang, Jie Bao, Jyotishman Pathak, Vasant G. Honavar

Proceedings of the Algorithmic Learning Theory, 16th International Conference, 2005

2004

AVT-NBL: An Algorithm for Learning Compact and Accurate Naïve Bayes Classifiers from Attribute Value Taxonomies and Data.

Jun Zhang, Vasant G. Honavar

Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

Generation of Attribute Value Taxonomies from Data for Data-Driven Construction of Accurate and Compact Classifiers.

Dae-Ki Kang, Adrian Silvescu, Jun Zhang, Vasant G. Honavar

Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

Generating AVTs Using GA for Learning Decision Tree Classifiers with Missing Data.

Jinu Joo, Jun Zhang, Jihoon Yang, Vasant G. Honavar

Proceedings of the Discovery Science, 7th International Conference, 2004

2003

Learning from Attribute Value Taxonomies and Partially Specified Instances.

Jun Zhang, Vasant G. Honavar

Proceedings of the Machine Learning, 2003

2002

Ontology-Driven Induction of Decision Trees at Multiple Levels of Abstraction.

Jun Zhang, Adrian Silvescu, Vasant G. Honavar

Proceedings of the Abstraction, 2002