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2 publications

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    Challenges in Individual Representation of GP Classification

    By Venkatadri. M, Hanumat Sastry G, Lokanatha C. Reddy

    Abstract: AbstractGenetic Programming (GP) is an evolutionary programming strategy that automatically solves complex problems through computer programs. The field of Data Mining has got engrossed towards GP, due to its advantages in automatic evolution of programs with optimized solutions without prior knowledge on data. The classification technique is among the most studied Data Mining task through GP. GP, despite being used for classification for long time due to its numerous outstanding …

    Published in Journal of Computer Technology & Applications · Vol. 4, Issue 1, 2013 · pp. 1–4 Read article

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    A Survey on Genetic Programming in Data Mining Tasks

    By Venkatadri. M, Hanumat G. Sastry, Lokanatha C. Reddy

    Abstract: ABSTRACTGenetic programming (GP) is a machine learning technique used to give the optimized solution for the user specified tasks from a population of computer programs based on a fitness function. Genetic programming provides automated and optimized solutions for searching of large, poorly defined search spaces and even with the complexities of high dimensionality, multi-modality and discontinuity with noise. Knowledge discovery is an extremely complex process in the real world databases. …

    Published in Journal of Computer Technology & Applications · Vol. 3, Issue 1, 2012 · pp. 9–15 Read article

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