Association Rule Mining Bibliography

Journal articles

  1. B. Liu, Y. Ma, C.K. Wong and P.S. Yu. Scoring the Data Using Association Rules. Applied Intelligence, Volume 18, Issue 2 (2003), Page 119-135.
  2. B. Liu, W. Hsu, S. Chen and Y. Ma. Analyzing the Subjective Interestingness of Association Rules. IEEE Intelligent Systems, Volume 15, Issue 5 (2000), Page 47-55.

Conference contributions

  1. B. Liu, W. Hsu and Y. Ma. Identifying non-actionable association rules, Proceedings of the 7th ACM SIGKDD international conference on Knowledge discovery and data mining, 2001, San Francisco, CA, USA, pag: 329-334, ISBN: 1-58113-391-X.
  2. B. Liu, Y. Ma and R. Lee. Analyzing the Interestingness of Association Rules from the Temporal Dimension, Proceedings of the 2001 IEEE International Conference on Data Mining, ICDM 2001, San Jose, California, USA, pag: 377-384, ISBN: 0-7695-1119-8.
  3. B. Liu, Y. Ma and C.K. Wong. Improving an Association Rule Based Classifier, Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery, PKDD 2000, Lyon, France, pag: 504-509, ISBN: 3-540-41066-X.
  4. B. Liu, W. Hsu and Y. Ma. Pruning and Summarizing the Discovered Associations, Proceedings of the 5th ACM SIGKDD international conference on Knowledge discovery and data mining, 1999, San Diego, CA, USA, pag: 125-134, ISBN: 1-58113-143-7.
  5. B. Liu, W. Hsu and Y. Ma. Mining Association Rules with Multiple Minimum Supports, Proceedings of the 5th ACM SIGKDD international conference on Knowledge discovery and data mining, 1999, San Diego, CA, USA, pag: 337-341, ISBN: 1-58113-143-7.
  6. B. Liu, W. Hsu, K. Wang and S. Chen. Visually Aided Exploration of Interesting Association Rules, Proceedings of the 3th Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining, PAKDD-99, Beijing, China, pag: 380-389, ISBN: 3-540-65866-1.
  7. K. Wang, S.H.W. Tay and B. Liu. Interestingness-Based Interval Merger for Numeric Association Rules, Proceedings of the 4th International Conference on Knowledge Discovery and Data Mining, KDD-98, New York City, New York, USA, pag: 121-128, ISBN: 1-57735-070-7.
  8. B. Liu, W. Hsu and Y. Ma. Integrating Classification and Association Rule Mining, Proceedings of the 4th International Conference on Knowledge Discovery and Data Mining, KDD-98, New York City, New York, USA, pag: 80-86, ISBN: 1-57735-070-7.