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The LEM3 implementation of learnable evolution model and its testing on complex function optimization problems.

, and . GECCO, page 1281-1288. ACM, (2006)

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Speeding Up Evolution through Learning: LEM., , and . Intelligent Information Systems, page 243-256. Physica-Verlag, (2000)Discovering Patterns in Sequences of Events., and . Artif. Intell., 25 (2): 187-232 (1985)Integrating Multiple Knowledge Representations and Learning Capabilities in an Expert System: The ADVISE System., and . IJCAI, page 256-258. William Kaufmann, (1983)Input Understanding as a Basis for Multistrategy Task-Adaptive Learning., and . ISMIS, volume 542 of Lecture Notes in Computer Science, page 419-428. Springer, (1991)Learning Problem-Oriented Decision Structures from Decision Rule: The AQDT-2 System., and . ISMIS, volume 869 of Lecture Notes in Computer Science, page 416-426. Springer, (1994)Theory of Plausible Reasoning - Foundations and Methodology.. ISMVL, page 325. IEEE Computer Society, (1990)Learning Patterns in Noisy Data: The AQ Approach., and . Machine Learning and Its Applications, volume 2049 of Lecture Notes in Computer Science, page 22-38. Springer, (2001)Towards application of rule learning to the meta-analysis of clinical data: An example of the metabolic syndrome., , , and . Int. J. Medical Informatics, 78 (12): 104-111 (2009)Generalizing Data in Natural Language., and . RSEISP, volume 4585 of Lecture Notes in Computer Science, page 29-39. Springer, (2007)The Natural Induction System AQ21 and its Application to Data Describing Patients with Metabolic Syndrome: Initial Results., , , and . ICMLA, page 518-523. IEEE Computer Society, (2007)