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    Chapter

    One-Class Subject Authentication Using Feature Extraction by Grammatical Evolution on Accelerometer Data

    In this study Grammatical  (GE) is used to extract features from accelerometer time  in order to increase the performance of a  (KDE) classifier. Time series are collected through nine wrist-worn acceler...

    Stefano Mauceri, James Sweeney, James McDermott in Heuristics for Optimization and Learning (2021)

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    Chapter

    Genetic Programming

    Genetic programming (GP ) is the subset of evolutionary computation in which the aim is to create executable programs. It is an exciting field with many applications, some immediate and practical, others long-te...

    James McDermott, Una-May O’Reilly in Springer Handbook of Computational Intelligence (2015)

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    Chapter and Conference Paper

    Locality in Continuous Fitness-Valued Cases and Genetic Programming Difficulty

    It is commonly accepted that a map** is local if it preserves neighbourhood. In Evolutionary Computation, locality is generally described as the property that neighbouring genotypes correspond to neighbourin...

    Edgar Galvan, Leonardo Trujillo… in EVOLVE - A Bridge between Probability, Set… (2013)