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SVM2Motif—Reconstructing Overlapping DNA Sequence Motifs by Mimicking an SVM Predictor
Identifying discriminative motifs underlying the functionality and evolution of organisms is a major challenge in computational biology. Machine learning approaches such as support vector machines (SVMs) achieve state-of-the-art performances in genomic discrimination tasks, but—due to its black-box...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Public Library of Science
2015
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4686957/ https://www.ncbi.nlm.nih.gov/pubmed/26690911 http://dx.doi.org/10.1371/journal.pone.0144782 |