MATEMATICAS Y COMPUTACION
Departamento
Universidad de Málaga
Málaga, EspañaPublicaciones en colaboración con investigadores/as de Universidad de Málaga (31)
2024
2023
2022
2021
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Deep neural networks architecture driven by problem-specific information
Neural Computing and Applications, Vol. 33, Núm. 15, pp. 9403-9423
2020
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Combining feature engineering and feature selection to improve the prediction of methionine oxidation sites in proteins
Neural Computing and Applications, Vol. 32, Núm. 2, pp. 323-334
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Testing the hypothesis of an impoverished predator guild in the Early Miocene ecosystems of Patagonia: An analysis of meat availability and competition intensity among carnivores
Palaeogeography, Palaeoclimatology, Palaeoecology, Vol. 554
2019
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Addition of Pathway-Based Information to Improve Predictions in Transcriptomics
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Forward Noise Adjustment Scheme for Data Augmentation
Proceedings of the 2018 IEEE Symposium Series on Computational Intelligence, SSCI 2018
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MetODeep: A Deep Learning Approach for Prediction of Methionine Oxidation Sites in Proteins
Proceedings of the International Joint Conference on Neural Networks
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Survival profiles from linear models versus Weibull models: Estimating stable and stationary population structures for Pleistocene large mammals
Journal of Archaeological Science: Reports, Vol. 25, pp. 370-386
2018
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BLASSO: Integration of biological knowledge into a regularized linear model
BMC Systems Biology, Vol. 12
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Classification of high dimensional data using LASSO ensembles
2017 IEEE Symposium Series on Computational Intelligence, SSCI 2017 - Proceedings
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Data dimension and structure effects in predictive performance of deep neural networks
Frontiers in Artificial Intelligence and Applications
2017
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Deep learning to analyze RNA-Seq gene expression data
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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L1-regularization model enriched with biological knowledge
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Machine learning models to search relevant genetic signatures in clinical context
Proceedings of the International Joint Conference on Neural Networks
2016
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Advanced online survival analysis tool for predictive modelling in clinical data science
PLoS ONE, Vol. 11, Núm. 8
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On the ecological context of the earliest human settlements in Europe: Resource availability and competition intensity in the carnivore guild of Barranco León-D and Fuente Nueva-3 (Orce, Baza Basin, SE Spain)
Quaternary Science Reviews, Vol. 143, pp. 69-83
2015
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Efficient implementation of the backpropagation algorithm in FPGAs and microcontrollers
IEEE transactions on neural networks and learning systems, Vol. 27, Núm. 9, pp. 1840-1850
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Use of q-values to improve a genetic algorithm to identify robust gene signatures
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)