Isolated items discarding strategy for discovering high utility itemsets

[1]  Chin-Chen Chang,et al.  Direct Candidates Generation: A Novel Algorithm for Discovering Complete Share-Frequent Itemsets , 2005, FSKD.

[2]  Charu C. Aggarwal,et al.  A Tree Projection Algorithm for Generation of Frequent Item Sets , 2001, J. Parallel Distributed Comput..

[3]  Fionn Murtagh,et al.  Weighted Association Rule Mining using weighted support and significance framework , 2003, KDD '03.

[4]  Howard J. Hamilton,et al.  Extracting Share Frequent Itemsets with Infrequent Subsets , 2003, Data Mining and Knowledge Discovery.

[5]  Philip S. Yu,et al.  An effective hash-based algorithm for mining association rules , 1995, SIGMOD '95.

[6]  Philip S. Yu,et al.  Data Mining: An Overview from a Database Perspective , 1996, IEEE Trans. Knowl. Data Eng..

[7]  Nick Cercone,et al.  Share Based Measures for Itemsets , 1997, PKDD.

[8]  Gösta Grahne,et al.  Fast algorithms for frequent itemset mining using FP-trees , 2005, IEEE Transactions on Knowledge and Data Engineering.

[9]  Qiang Yang,et al.  Objective-oriented utility-based association mining , 2002, 2002 IEEE International Conference on Data Mining, 2002. Proceedings..

[10]  Wynne Hsu,et al.  Integrating Classification and Association Rule Mining , 1998, KDD.

[11]  Rajeev Motwani,et al.  Dynamic itemset counting and implication rules for market basket data , 1997, SIGMOD '97.

[12]  Ramakrishnan Srikant,et al.  Fast Algorithms for Mining Association Rules in Large Databases , 1994, VLDB.

[13]  Chin-Chen Chang,et al.  A Fast Algorithm for Mining Share-Frequent Itemsets , 2005, APWeb.

[14]  Howard J. Hamilton,et al.  Parametric Algorithms for Mining Share-Frequent Itemsets , 2000, ISMIS.

[15]  Howard J. Hamilton,et al.  Parametric Algorithms for Mining Share Frequent Itemsets , 2001, Journal of Intelligent Information Systems.

[16]  Tomasz Imielinski,et al.  Mining association rules between sets of items in large databases , 1993, SIGMOD Conference.

[17]  Howard J. Hamilton,et al.  A Unified Framework for Utility Based Measures for Mining Itemsets , 2006 .

[18]  Howard J. Hamilton,et al.  Algorithms for Mining Share Frequent Itemsets Containing Infrequent Subsets , 2000, PKDD.

[19]  Ying Liu,et al.  A Two-Phase Algorithm for Fast Discovery of High Utility Itemsets , 2005, PAKDD.

[20]  Jian Pei,et al.  Mining Frequent Patterns without Candidate Generation: A Frequent-Pattern Tree Approach , 2006, Sixth IEEE International Conference on Data Mining - Workshops (ICDMW'06).

[21]  A. Choudhary,et al.  A fast high utility itemsets mining algorithm , 2005, UBDM '05.

[22]  Nick Cercone,et al.  Mining Association Rules from Market Basket Data using Share Measures and Characterized Itemsets , 1998, Int. J. Artif. Intell. Tools.

[23]  Qiang Yang,et al.  Mining high utility itemsets , 2003, Third IEEE International Conference on Data Mining.

[24]  R. Agarwal.  Fast Algorithms for Mining Association Rules , 1994, VLDB 1994.

[25]  Nicolás Marín,et al.  TBAR: An efficient method for association rule mining in relational databases , 2001, Data Knowl. Eng..

[26]  Cory J. Butz,et al.  A Foundational Approach to Mining Itemset Utilities from Databases , 2004, SDM.

[27]  Patrick Brézillon,et al.  Lecture Notes in Artificial Intelligence , 1999 .

[28]  Fan Li,et al.  Mining weighted association rules , 2001, Intell. Data Anal..

[29]  Chinchen Chang,et al.  EFFICIENT ALGORITHMS FOR MINING SHARE-FREQUENT ITEMSETS , 2005 .

[30]  Ke Wang,et al.  Mining frequent item sets by opportunistic projection , 2002, KDD.

[31]  D. Edwards.  Data Mining: Concepts, Models, Methods, and Algorithms , 2003 .

[32]  Ada Wai-Chee Fu,et al.  Mining association rules with weighted items , 1998, Proceedings. IDEAS'98. International Database Engineering and Applications Symposium (Cat. No.98EX156).

[33]  Howard J. Hamilton,et al.  Mining itemset utilities from transaction databases , 2006, Data Knowl. Eng..

[34]  Jinyan Li,et al.  CAEP: Classification by Aggregating Emerging Patterns , 1999, Discovery Science.

[35]  Chin-Chen Chang,et al.  A New FP-Tree Algorithm for Mining Frequent Itemsets , 2004, AWCC.

[36]  Chin-Chen Chang,et al.  Perfect Hashing Schemes for Mining Association Rules , 2005, Comput. J..

[37]  Robert J. Hilderman.  Predicting Itemset Sales Profiles with Share Measures and Repeat-Buying Theory , 2003, IDEAL.