Mining the optimal class association rule set

[1]  Yves Kodratoff,et al.  Machine Learning — EWSL-91 , 1991, Lecture Notes in Computer Science.

[2]  Peter Clark,et al.  Rule Induction with CN2: Some Recent Improvements , 1991, EWSL.

[3]  Heikki Mannila,et al.  Efficient Algorithms for Discovering Association Rules , 1994, KDD Workshop.

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

[5]  Heikki Mannila,et al.  Pruning and grouping of discovered association rules , 1995 .

[6]  Arun N. Swami,et al.  Set-oriented mining for association rules in relational databases , 1995, Proceedings of the Eleventh International Conference on Data Engineering.

[7]  Thomas G. Dietterich What is machine learning? , 2020, Archives of Disease in Childhood.

[8]  Heikki Mannila,et al.  Fast Discovery of Association Rules , 1996, Advances in Knowledge Discovery and Data Mining.

[9]  Kamal Ali,et al.  Partial Classification Using Association Rules , 1997, KDD.

[10]  Sudha Ram,et al.  Proceedings of the 1997 ACM SIGMOD international conference on Management of data , 1997, ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems.

[11]  Ron Kohavi,et al.  Data Mining Using MLC a Machine Learning Library in C++ , 1996, Int. J. Artif. Intell. Tools.

[12]  Rajeev Motwani,et al.  Beyond market baskets: generalizing association rules to correlations , 1997, SIGMOD '97.

[13]  Laks V. S. Lakshmanan,et al.  Exploratory mining and pruning optimizations of constrained associations rules , 1998, SIGMOD '98.

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

[15]  Catherine Blake,et al.  UCI Repository of machine learning databases , 1998 .

[16]  Dimitrios Gunopulos,et al.  Constraint-Based Rule Mining in Large, Dense Databases , 1999, Proceedings 15th International Conference on Data Engineering (Cat. No.99CB36337).

[17]  Wynne Hsu,et al.  Pruning and summarizing the discovered associations , 1999, KDD '99.

[18]  Roberto J. Bayardo,et al.  Mining the most interesting rules , 1999, KDD '99.

[19]  Chun Zhang,et al.  Storing and querying ordered XML using a relational database system , 2002, SIGMOD '02.