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Machines learning techniques have been applied in several different problems in bioinformatics. Similarly, pattern discovery algorithms have also been used to uncover hidden motifs in protein sequences, contributing greatly to the understanding of the problem of protein classification. G-protein coupled receptors (GPCRs) represent one of the largest protein families in Human Genome. Most of these...
Haplotype inference is a challenging problem in bioinformatics that consists in inferring the basic genetic constitution of diploid organisms on the basis of their genotype. This piece of information allows researchers to perform association studies for the genetic variants involved in diseases and the individual responses to therapeutic agents. A notable approach to the problem is to encode it as...
Nowadays, there are huge amount of data in the bioinformatics field where lots of software packages are required in order to correctly handle and dissect available information. In this situation, final users often need specific software combinations for achieving satisfying results. A typical situation is the need to import many large files that, after processing, are stored on different formats....
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