Comparative Analysis of the Numerical Measures for Mining Associative and Causal Relationships in Big Data
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[1] Pang-Ning Tan,et al. Interestingness Measures for Association Patterns : A Perspective , 2000, KDD 2000.
[2] M. H. Margahny,et al. FAST ALGORITHM FOR MINING ASSOCIATION RULES , 2014 .
[3] Constantin F. Aliferis,et al. Local Causal and Markov Blanket Induction for Causal Discovery and Feature Selection for Classification Part II: Analysis and Extensions , 2010, J. Mach. Learn. Res..
[4] Rajeev Motwani,et al. Dynamic itemset counting and implication rules for market basket data , 1997, SIGMOD '97.
[5] Mansaf Alam,et al. Development of Subjective Measures of Interestingness: From Unexpectedness to Shocking , 2007 .
[6] Rajeev Motwani,et al. Scalable Techniques for Mining Causal Structures , 1998, Data Mining and Knowledge Discovery.
[7] Jiuyong Li,et al. Mining Causal Association Rules , 2013, 2013 IEEE 13th International Conference on Data Mining Workshops.
[8] Frederick Mosteller,et al. Association and Estimation in Contingency Tables , 1968 .
[9] Ian H. Witten,et al. Data mining: practical machine learning tools and techniques, 3rd Edition , 1999 .
[10] Gregory Piatetsky-Shapiro,et al. Discovery, Analysis, and Presentation of Strong Rules , 1991, Knowledge Discovery in Databases.
[11] Jean-Marc Adamo,et al. Data Mining for Association Rules and Sequential Patterns , 2000, Springer New York.
[12] Gregory F. Cooper,et al. A Simple Constraint-Based Algorithm for Efficiently Mining Observational Databases for Causal Relationships , 1997, Data Mining and Knowledge Discovery.
[13] Jiawei Han,et al. Data Mining: Concepts and Techniques , 2000 .
[14] D. Lindley. Regression and Correlation Analysis , 1990 .
[15] Constantin F. Aliferis,et al. Local Causal and Markov Blanket Induction for Causal Discovery and Feature Selection for Classification Part I: Algorithms and Empirical Evaluation , 2010, J. Mach. Learn. Res..
[16] Tomasz Imielinski,et al. Mining association rules between sets of items in large databases , 1993, SIGMOD Conference.
[17] Peter Clark,et al. Rule Induction with CN2: Some Recent Improvements , 1991, EWSL.
[18] Jaideep Srivastava,et al. Selecting the right objective measure for association analysis , 2004, Inf. Syst..
[19] G. Yule. On the Methods of Measuring Association between Two Attributes , 1912 .
[20] Patrick Meyer,et al. Association Rule Interestingness Measures: Experimental and Theoretical Studies , 2007, Quality Measures in Data Mining.