Association Rule Mining

[1]  Foster J. Provost,et al.  A Survey of Methods for Scaling Up Inductive Algorithms , 1999, Data Mining and Knowledge Discovery.

[2]  Rajeev Motwani,et al.  Scalable Techniques for Mining Causal Structures , 1998, Data Mining and Knowledge Discovery.

[3]  Chengqi Zhang,et al.  Discovering causality in large databases , 2002, Appl. Artif. Intell..

[4]  C No Anytime Mining for Multi-User Applications , 2002 .

[5]  Chengqi Zhang,et al.  Pattern Discovery in Probabilistic Databases , 2001, Australian Joint Conference on Artificial Intelligence.

[6]  Chengqi Zhang,et al.  Estimating itemsets of interest by sampling , 2001, 10th IEEE International Conference on Fuzzy Systems. (Cat. No.01CH37297).

[7]  Xindong Wu,et al.  Large scale data mining based on data partitioning , 2001, Appl. Artif. Intell..

[8]  Anthony K. H. Tung,et al.  Constraint-based clustering in large databases , 2001, ICDT.

[9]  Philip K. Chan,et al.  Advances in Distributed and Parallel Knowledge Discovery , 2000 .

[10]  Victor R. Lesser,et al.  BIG: An agent for resource-bounded information gathering and decision making , 2000, Artif. Intell..

[11]  Shichao Zhang A nearest neighborhood algebra for probabilistic databases , 2000, Intell. Data Anal..

[12]  Jaideep Srivastava,et al.  Web usage mining: discovery and applications of usage patterns from Web data , 2000, SKDD.

[13]  Victor J. Rayward-Smith,et al.  Discovering knowledge from low-quality meterological databases , 1999, KDD 1999.

[14]  Yiyu Yao,et al.  Peculiarity Oriented Multi-database Mining , 1999, PKDD.

[15]  Masaru Kitsuregawa,et al.  Parallel Generalized Association Rule Mining on Large Scale PC Cluster , 1999, Large-Scale Parallel Data Mining.

[16]  Laks V. S. Lakshmanan,et al.  Optimization of constrained frequent set queries with 2-variable constraints , 1999, SIGMOD '99.

[17]  Hongjun Lu,et al.  Efficient Search of Reliable Exceptions , 1999, PAKDD.

[18]  David Wai-Lok Cheung,et al.  LGen - A Lattice-Based Candidate Set Generation Algorithm for I/O Efficient Association Rule Mining , 1999, PAKDD.

[19]  Masaru Kitsuregawa,et al.  Parallel SQL Based Association Rule Mining on Large Scale PC Cluster: Performance Comparison with Directly Coded C Implementation , 1999, PAKDD.

[20]  Arbee L. P. Chen,et al.  An Efficient Approach for Incremental Association Rule Mining , 1999, PAKDD.

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

[22]  Sunita Sarawagi,et al.  Integrating Association Rule Mining with Relational Database Systems: Alternatives and Implications , 1998, SIGMOD '98.

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

[24]  Chris Clifton,et al.  Query flocks: a generalization of association-rule mining , 1998, SIGMOD '98.

[25]  Shamkant B. Navathe,et al.  Mining for strong negative associations in a large database of customer transactions , 1998, Proceedings 14th International Conference on Data Engineering.

[26]  S. Stolfo,et al.  Pruning Meta-Classifiers in a Distributed Data Mining System , 1998 .

[27]  Bryan Horling,et al.  A Next Generation Information Gathering Agent , 1998 .

[28]  Ron Kohavi,et al.  Wrappers for Feature Subset Selection , 1997, Artif. Intell..

[29]  Renée J. Miller,et al.  Association rules over interval data , 1997, SIGMOD '97.

[30]  Ramakrishnan Srikant,et al.  Mining quantitative association rules in large relational tables , 1996, SIGMOD '96.

[31]  Philip S. Yu,et al.  Efficient parallel data mining for association rules , 1995, CIKM '95.

[32]  Shamkant B. Navathe,et al.  An Efficient Algorithm for Mining Association Rules in Large Databases , 1995, VLDB.

[33]  Sholom M. Weiss,et al.  Feature Extraction for Massive Data Mining , 1995, KDD.

[34]  Gregory Piatetsky-Shapiro,et al.  Knowledge discovery workbench for exploring business databases , 1992, Int. J. Intell. Syst..

[35]  Padhraic Smyth,et al.  An Information Theoretic Approach to Rule Induction from Databases , 1992, IEEE Trans. Knowl. Data Eng..

[36]  Padhraic Smyth,et al.  Rule Induction Using Information Theory , 1991, Knowledge Discovery in Databases.

[37]  Solomon Eyal Shimony,et al.  A new algorithm for finding MAP assignments to belief networks , 1990, UAI.

[38]  Judea Pearl,et al.  Probabilistic reasoning in intelligent systems - networks of plausible inference , 1991, Morgan Kaufmann series in representation and reasoning.