Association Rule Mining Bibliography

Journal articles

  1. W. Wang, J. Yang and P.S. Yu. WAR: Weighted Association Rules for Item Intensities. Knowledge and Information Systems, Volume 6, Issue 2 (2004), Page 203-229.
  2. 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.
  3. C.C. Aggarwal, C.M. Procopiuc and P.S. Yu. Finding Localized Associations in Market Basket Data. IEEE Transactions on Knowledge and Data Engineering, Volume 14, Issue 1 (2002), Page 51-62.
  4. C.C. Aggarwal, Z. Sun and P.S. Yu. Fast Algorithms for Online Generation of Profile Association Rules. IEEE Transactions on Knowledge and Data Engineering, Volume 14, Issue 5 (2002), Page 1017-1028.
  5. C.C. Aggarwal and P.S. Yu. A New Approach to Online Generation of Association Rules. IEEE Transactions on Knowledge and Data Engineering, Volume 13, Issue 4 (2001), Page 527-540.
  6. C.C. Aggarwal and P.S. Yu. Mining Associations with the Collective Strength Approach. IEEE Transactions on Knowledge and Data Engineering, Volume 13, Issue 6 (2001), Page 863-873.
  7. C.C. Aggarwal and P.S. Yu. Mining Large Itemsets for Association Rules. IEEE Data Engineering Bulletin, Volume 21, Issue 1 (1998), Page 23-31.
  8. J.S. Park, M. Chen and P.S. Yu. Using a Hash-Based Method with Transaction Trimming for Mining Association Rules. IEEE Transactions on Knowledge and Data Engineering, Volume 9, Issue 5 (1997), Page 813-825.

Conference contributions

  1. H. Wang, C. Perng, S. Ma and P.S. Yu. Mining Associations by Pattern Structure in Large Relational Tables, Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), Maebashi City, Japan, pag: 482-489, ISBN: 0-7695-1754-4.
  2. W. Wang, J. Yang and P.S. Yu. Efficient mining of weighted association rules (WAR), Proceedings of the 6th ACM SIGKDD international conference on Knowledge discovery and data mining, 2000, Boston, MA, USA, pag: 270-274, ISBN: 1-58113-233-6.
  3. C.C. Aggarwal and P.S. Yu. Data Mining Techniques for Associations, Clustering and Classification, Proceedings of the 3rd Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining, PAKDD 99, Beijin, China, pag: 13-23, ISBN: 3-540-65866-1.
  4. C.C. Aggarwal, Z. Sun and P.S. Yu. Online Algorithms for Finding Profile Association Rules, Proceedings of the 1998 ACM CIKM International Conference on Information and Knowledge Management, Bethesda, Maryland, USA, pag: 86-95, ISBN: 1-58113-061-9.
  5. C.C. Aggarwal and P.S. Yu. Online Generation of Association Rules, Proceedings of the 14th International Conference on Data Engineering (1998), Orlando, Florida, USA, pag: 402-411, ISBN: 0-8186-8289-2.
  6. C.C. Aggarwal, Z. Sun and P.S. Yu. Online Generation of Profile Association Rules, Proceedings of the 4th International Conference on Knowledge Discovery and Data Mining (KDD-98), New York City, New York, USA, pag: 129-133, ISBN: 1-57735-070-7.
  7. J.S. Park, P.S. Yu and M. Chen. Mining Association Rules with Adjustable Accuracy, Proceedings of the 6th International Conference on Information and Knowledge Management (CIKM'97), Las Vegas, Nevada, USA, pag: 151-160, ISBN: 0-89791-970-X.
  8. J.S. Park, P.S. Yu and M. Chen. Efficient Parallel and Data Mining for Association Rules, Proceedings of the 4th International Conference on Information and Knowledge Management (CIKM'95), Baltimore, Maryland, USA, pag: 31-36, ISBN: 0-89791-812-6.
  9. J.S. Park, M. Chen and P.S. Yu. An Effective Hash Based Algorithm for Mining Association Rules, Proceedings of the 1995 ACM SIGMOD International Conference on Management of Data, San Jose, California, USA, pag: 175-186, ISBN: 0-89791-731-6.