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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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Predicting HIV Protease-Cleavable Peptides by Discrete Support Vector Machines,asets. Moreover, the optimal classification rules generated are characterized by a strong generalization capability, as shown by their accuracy in predicting the HIV protease cleavable status of peptides in out-of-sample datasets.
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Memory Politics and Transitional Justicevelopment. Here we present an empirical study focusing on various versions of Genetic Programming and other well known Machine Learning techniques to predict Median Oral Lethal Dose (LD.) and Plasma Protein Binding (%PPB) levels. Since these two parameters respectively characterize the harmful effec
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New Perspectives on South-East Europeding how cells recognize the proteins that are to be exported and how the necessary information is encoded in the so called “Signal Sequences”. In this paper, we address these problems by building a physico-chemical model of signal sequence recognition, using experimental data. This model was built
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James Hughes,Gwendolyn Sasse,Claire Gordonterest shown over network models and systems biology is rapidly raising. Genetic networks arise as an essential task to mine these data since they explain the function of genes in terms of how they influence other genes. Many modeling approaches have been proposed for building genetic networks up. H
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