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Improving detection of apneic events by learning from examples and treatment of missing data 

Hernández-Pereira, Elena; Álvarez-Estévez, Diego; Moret-Bonillo, Vicente (I O S Press, 2014)
[Abstract] This paper presents a comparative study over the respiratory pattern classification task involving three missing data imputation techniques, and four different machine learning algorithms. The main goal was to ...
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Markov Mean Properties for Cell Death-Related Protein Classification 

Fernández-Lozano, Carlos; Gestal, M.; González-Díaz, Humberto; Dorado, Julián; Pazos, A.; Munteanu, Cristian-Robert (Elsevier, 2014-01-31)
[Abstract] The cell death (CD) is a dynamic biological function involved in physiological and pathological processes. Due to the complexity of CD, there is a demand for fast theoretical methods that can help to find new ...

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AuthorDorado, Julián (1)Fernández-Lozano, Carlos (1)Gestal, M. (1)González-Díaz, Humberto (1)Hernández-Pereira, Elena (1)Moret-Bonillo, Vicente (1)Munteanu, Cristian-Robert (1)Pazos, A. (1)Álvarez-Estévez, Diego (1)Subject
Machine learning (2)
Algorithms (1)Cell death (1)Feedforward neural network (1)Markov chains (1)Protein classification (1)QSAR (1)Respiratory pattern classification (1)... View MoreDate Issued
2014 (2)
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