Association Rule Mining Bibliography

Journal articles

  1. J.M. Luna , J.R. Romero and S. Ventura . On the Adaptability of G3PARM to the Extraction of Rare Association Rules. Knowledge and Information Systems, Volume 38, Issue 2 (2014), Page 391-418.
  2. J.M. Luna , J.R. Romero and S. Ventura . Grammar-Based Multi-Objective Algorithms for Mining Association Rules. Data & Knowledge Engineering, Volume 86, Page 19-37, 2013.
  3. J.L. Olmo , J.M. Luna , J.R. Romero and S. Ventura . Mining association rules with single and multi-objective grammar guided ant programming. Integrated Computer Aided Engineering, Volume 20, Issue 3 (2013), Page 217-234.
  4. J.M. Luna , J.R. Romero and S. Ventura . Design and Behaviour Study of a Grammar Guided Genetic Programming Algorithm for Mining Association Rules. Knowledge and Information Systems, Volume 32, Issue 1 (2012), Page 53-76.
  5. C. Romero , J.M. Luna , J.R. Romero and S. Ventura . RM-Tool: A framework for discovering and evaluating association rules. Advances in Engineering Software, 42 (8), pages 566-576, 2011.

Conference contributions

  1. J.M. Luna , J.R. Romero, C. Romero and S. Ventura . A Genetic Programming Free-Parameter Algorithm for Mining Association Rules, Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, ISDA 2012, pag: 64-69, ISBN: 978-1-4673-5118-8.
  2. J.L. Olmo , J.M. Luna , J.R. Romero and S. Ventura . Association Rule Mining using a Multi-Objective Grammar-Based Ant Programming Algorithm, Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, ISDA 2011, pag: 971-977, ISBN: 978-1-4577-1675-1.
  3. J.M. Luna , J.R. Romero and S. Ventura . Mining and Representing Rare Association Rules through the Use of Genetic Programming, Proceedings of the 3rd World Congress on Nature and Biologically Inspired Computing, NaBIC 2011, pag: 86-91, ISBN: 978-145771123-7.
  4. J.M. Luna , J.R. Romero and S. Ventura . Analysis fo the Effectiveness of G3PARM Algorithm, Proceedings of the 5th International Conference on Hybrid Artificial Intelligence Systems, HAIS 2010, pag: 27-34, ISBN: 978-3-642-13802-7
  5. J.M. Luna , J.R. Romero and S. Ventura . G3PARM: A Grammar Guided Genetic Programming Algorithm for Mining Association Rules, Proceedings of the IEEE Congress on Evolutionary Computation, IEEE CEC 2010, pag: 2586-2593, ISBN: 978-1-4244-6910-8.
  6. C. Romero , J.M. Luna , J.R. Romero and S. Ventura . Mining Rare Association Rules from e-Learning Data, Proceedings of the 3rd International Conference on Educational Data Mining, EDM 2010, pag: 171-180, ISBN: 978-0-615-37529-8.