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pro vyhledávání: '"JACOB Laurent"'
Over the past decade, neural networks have been successful at making predictions from biological sequences, especially in the context of regulatory genomics. As in other fields of deep learning, tools have been devised to extract features such as seq
Externí odkaz:
http://arxiv.org/abs/2212.12542
Publikováno v:
International Conference on Machine Learning (ICML), Jul 2020
We introduce a family of multilayer graph kernels and establish new links between graph convolutional neural networks and kernel methods. Our approach generalizes convolutional kernel networks to graph-structured data, by representing graphs as a seq
Externí odkaz:
http://arxiv.org/abs/2003.05189
Publikováno v:
BMC Bioinformatics, Vol 9, Iss 1, p 363 (2008)
Abstract Background The G-protein coupled receptor (GPCR) superfamily is currently the largest class of therapeutic targets. In silico prediction of interactions between GPCRs and small molecules in the transmembrane ligand-binding site is therefore
Externí odkaz:
https://doaj.org/article/dafbdd76969d48b49968d15e0a14d12e
Publikováno v:
Advances in Neural Information Processing Systems (NeurIPS), Dec 2019, Vancouver, Canada
Substring kernels are classical tools for representing biological sequences or text. However, when large amounts of annotated data are available, models that allow end-to-end training such as neural networks are often preferred. Links between recurre
Externí odkaz:
http://arxiv.org/abs/1906.03200
Autor:
Jacob, Laurent, Boisserand, Ligia, Pestel, Juliette, Antila, Salli, Thomas, Jean-Mickael, Aigrot, Marie-Stephane, Mathivet, Thomas, Lee, Seyoung, Alitalo, Kari, Renier, Nicolas, Eichmann, Anne, Thomas, Jean-Leon
Cranial lymphatic vessels (LVs) are involved in transport of fluids, macromolecules and CNS immune responses. Little information about spinal LVs is available, because these delicate structures are embedded within vertebral tissues and difficult to v
Externí odkaz:
http://arxiv.org/abs/1901.03864
Refraction can lead to a brightening just before ingress and just after egress of a transit, as light passes through the exoplanet's atmosphere and is refracted into our line of sight. Refraction just outside of transit has been seen and modeled in o
Externí odkaz:
http://arxiv.org/abs/1809.01189
Autor:
Genestet, Charlotte, Refrégier, Guislaine, Hodille, Elisabeth, Zein-Eddine, Rima, Le Meur, Adrien, Hak, Fiona, Barbry, Alexia, Westeel, Emilie, Berland, Jean-Luc, Engelmann, Astrid, Verdier, Isabelle, Lina, Gérard, Ader, Florence, Dray, Stéphane, Jacob, Laurent, Massol, François, Venner, Samuel, Dumitrescu, Oana
Publikováno v:
In International Journal of Infectious Diseases December 2022 125:74-83
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