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Refer<strong>en</strong>cias[1] S. ANTHONY AND A. M. FRISCH, G<strong>en</strong>erating numerical literals during refinem<strong>en</strong>t, in Inductive LogicProgramming: 7th International Workshop, ILP-97, Springer Verlag, 1997, pp. 61–76.[2] S. AUGIER, G. VENTURINI, AND Y. KODRATOFF, Learning first order logic rules with a g<strong>en</strong>eticalgorithm, in in Proc. 1st Int. Conf. on Knowledge Discovery and Data Mining, AAAI Press, 1995,pp. 21–26.[3] H. BLOCKEEL AND L. D. RAEDT, Lookahead and discretization in ilp, in In Proceedings of the 7thInternational Workshop on Inductive Logic Programming, Springer-Verlag, 1997, pp. 77–85.[4] , Top-down induction of logical decision trees, in Artificial Intellig<strong>en</strong>ce, 1998.[5] M. BOTTA AND A. GIORDANA, Smart+: A multi-strategy learning tool, in IJCAI, 1993, pp. 937–945.[6] J. CATLETT, On changing continuous attributes into ordered discrete attributes, in Proceedings of theEuropean working session on learning on Machine learning, New York, NY, USA, 1991, Springer-Verlag New York, Inc., pp. 164–178.[7] P. CLARK AND T. NIBLETT, The cn2 induction algorithm, in MACHINE LEARNING, 1989, pp. 261–283.[8] A. P. DEMPSTER, N. M. LAIRD, AND D. B. RUBIN, Maximum likelihood from incomplete datavia the em algorithm, JOURNAL OF THE ROYAL STATISTICAL SOCIETY, SERIES B, 39 (1977),pp. 1–38.[9] F. DIVINA, M. KEIJZER, AND E. MARCHIORI, A method for handling numerical attributes in gabasedinductive concept learners, in Proceedings of the 2003 international confer<strong>en</strong>ce on G<strong>en</strong>etic andevolutionary computation: PartI, GECCO’03, Berlin, Hei<strong>del</strong>berg, 2003, Springer-Verlag, pp. 898–908.[10] F. DIVINA AND E. MARCHIORI, Evolutionary concept learning, in GECCO 2002: Proceedings of theG<strong>en</strong>etic and Evolutionary Computation Confer<strong>en</strong>ce, W. B. Langdon, E. Cantú-Paz, K. Mathias, R. Roy,D. Davis, R. Poli, K. Balakrishnan, V. Honavar, G. Rudolph, J. Weg<strong>en</strong>er, L. Bull, M. A. Potter, A. C.Schultz, J. F. Miller, E. Burke, and N. Jonoska, eds., New York, 9-13 July 2002, Morgan KaufmannPublishers, pp. 343–350.[11] , Handling continuous attributes in an evolutionary inductive learner, IEEE Transactions on EvolutionaryComputation, 9 (2005), pp. 31–43.17

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