Computer Science
Listando 10 trabajos del autor/autora 38
Lista de trabajos en el área Computer Science
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Article
FELLA: an R package to enrich metabolomics data
Picart-Armada, Sergio; Fernandez-Albert, Francesc; Vinaixa, Maria; Yanes, Oscar; Perera-Lluna, Alexandre
BMC BIOINFORMATICS
1471-2105 (2018)
DOI /
10.1186/s12859-018-2487-5
Gold DOAJ, Green published
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35
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1
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Article
Benchmarking network propagation methods for disease gene identification
Picart-Armada, Sergio; Barrett, Steven J.; Wille, David R.; Perera-Lluna, Alexandre; Gutteridge, Alex; Dessailly, Benoit H.
PLOS COMPUTATIONAL BIOLOGY
1553-734X (2019)
DOI /
10.1371/journal.pcbi.1007276
Gold DOAJ, Green published
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11
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1
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MultiPaths: a Python framework for analyzing multi-layer biological networks using diffusion algorithms
Marin-Llao, Josep; Mubeen, Sarah; Perera-Lluna, Alexandre; Hofmann-Apitius, Martin; Picart-Armada, Sergio; Domingo-Fernandez, Daniel
BIOINFORMATICS
1367-4803 (2021)
DOI /
10.1093/bioinformatics/btaa1069
Green published, Gold other
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18
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Article
Balancing Data on Deep Learning-Based Proteochemometric Activity Classification
Lopez-del Rio, Angela; Picart-Armada, Sergio; Perera-Lluna, Alexandre
JOURNAL OF CHEMICAL INFORMATION AND MODELING
1549-9596 (2021)
DOI /
10.1021/acs.jcim.1c00086
Green published
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14
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Evaluation of Cross-Validation Strategies in Sequence-Based Binding Prediction-Using Deep Learning
Lopez-del Rio, Angela; None-Canals, Alfons; Vidal, David; Perera-Lluna, Alexandre
JOURNAL OF CHEMICAL INFORMATION AND MODELING
1549-9596 (2019)
DOI /
10.1021/acs.jcim.8b00663
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6
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Multiview: a software package for multiview pattern recognition methods
Kanaan-Izquierdo, Samir; Ziyatdinov, Andrey; Araceli Burgueno, Maria; Perera-Lluna, Alexandre
BIOINFORMATICS
1367-4803 (2019)
DOI /
10.1093/bioinformatics/bty1039
Green published
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1
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diffuStats: an R package to compute diffusion-based scores on biological networks
Picart-Armada, Sergio; Thompson, Wesley K.; Buil, Alfonso; Perera-Lluna, Alexandre
BIOINFORMATICS
1367-4803 (2018)
DOI /
10.1093/bioinformatics/btx632
Green published, Bronze
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5
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Effect of sequence padding on the performance of deep learning models in archaeal protein functional prediction
Lopez-del Rio, Angela; Martin, Maria; Perera-Lluna, Alexandre; Saidi, Rabie
SCIENTIFIC REPORTS
2045-2322 (2020)
DOI /
10.1038/s41598-020-71450-8
Gold, Green published
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1
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Article
Multiview and multifeature spectral clustering using common eigenvectors
Kanaan-Izquierdo, Samir; Ziyatdinov, Andrey; Perera-Lluna, Alexandre
PATTERN RECOGNITION LETTERS
0167-8655 (2018)
DOI /
10.1016/j.patrec.2017.12.011
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1
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Article
The effect of statistical normalization on network propagation scores
Picart-Armada, Sergio; Thompson, Wesley K.; Buil, Alfonso; Perera-Lluna, Alexandre
BIOINFORMATICS
1367-4803 (2021)
DOI /
10.1093/bioinformatics/btaa896
