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Titlebook: Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics; 5th European Confere Elena Marchiori,Jason H. Moore,Jagath C.

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A Genetic Embedded Approach for Gene Selection and Classification of Microarray Data,ighly specialized crossover and mutation operators that take into account gene ranking information provided by the SVM classifier. The effectiveness of our approach is assessed using three well-known benchmark data sets from the literature, showing highly competitive results.
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Towards Evolutionary Network Reconstruction Tools for Systems Biology,ry algorithms to systems biology can be improved by a domain-specific representation and algorithmic extensions, especially a separation of network structure evolution from evolution of kinetic parameters. In a case study, our presented tool is applied to a model of the mitotic spindle checkpoint in the human cell cycle.
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Europeanization and Tolerance in Turkeyighly specialized crossover and mutation operators that take into account gene ranking information provided by the SVM classifier. The effectiveness of our approach is assessed using three well-known benchmark data sets from the literature, showing highly competitive results.
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