Journal articles
- X. Yan, C. Zhang and S. Zhang . Confidence metrics for association rule mining. Applied Artificial Intelligence, Volume 23, Issue 8 (2009), Page 713-737.
- M. Huang , X. Yan, S. Zhang . Query expansion of pseudo relevance feedback based on matrix-weighted association rules mining. Journal of Software, Volume 20, Issue 7 (2009), Page 1854-1865.
- X. Yan, C. Zhang and S. Zhang . Genetic algorithm-based strategy for identifying association rules without specifying actual minimum support. Expert Systems with Appications, Volume 36 (2009), Page 3066-3076.
- X. Yan, S. Zhang and C. Zhang . On data structures for association rule discovery. Applied Artificial Intelligence, Volume 21, Issue 2 (2007), Page 57-79.
- X. Yan, C. Zhang and S. Zhang . ARMGA: Identifying interesting association rules with genetic algorithms. Applied Artificial Intelligence, Volume 19, Issue 7 (2005), Page 677-689.
- S. Zhang , C. Zhang and X. Yan. Post-mining: Maintenance of association rules by weighting. Information Systems, Volume 28, Issue 7 (2003), Page 691-707.
Conference contributions
- X. Yan, C. Zhang and S. Zhang . A database-independent approach of mining association rules with genetic algorithm, Proceedings of the 4th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2003, pag: 882-886, ISBN: 978-3-540-40550-4.
- X. Yan, C. Zhang , S. Zhang and J.K. Debenham . Association Rule Mining by Agents, Proceedings of the 2002 International Conference on Machine Learning and Applications, ICMLA 2002, pag: 77-83, ISBN: 1-892512-29-7. Las vegas, Nevada, USA