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LANN-SVD: A Non-Iterative SVD-Based Learning Algorithm for One-Layer Neural Networks.
IEEE Trans Neural Netw Learn Syst. 2018 Aug;29(8):3900-3905. doi: 10.1109/TNNLS.2017.2738118. Epub 2017 Sep 1.
IEEE Trans Neural Netw Learn Syst. 2018.
PMID: 28880195
A global optimum approach for one-layer neural networks.
Castillo E, Fontenla-Romero O, Guijarro-Berdiñas B, Alonso-Betanzos A.
Castillo E, et al. Among authors: guijarro berdinas b.
Neural Comput. 2002 Jun;14(6):1429-49. doi: 10.1162/089976602753713007.
Neural Comput. 2002.
PMID: 12020453
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Adaptive pattern recognition in the analysis of cardiotocographic records.
Fontenla-Romero O, Alonso-Betanzos A, Guijarro-Berdiñas B.
Fontenla-Romero O, et al. Among authors: guijarro berdinas b.
IEEE Trans Neural Netw. 2001;12(5):1188-95. doi: 10.1109/72.950146.
IEEE Trans Neural Netw. 2001.
PMID: 18249944
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A new method for sleep apnea classification using wavelets and feedforward neural networks.
Fontenla-Romero O, Guijarro-Berdiñas B, Alonso-Betanzos A, Moret-Bonillo V.
Fontenla-Romero O, et al. Among authors: guijarro berdinas b.
Artif Intell Med. 2005 May;34(1):65-76. doi: 10.1016/j.artmed.2004.07.014.
Artif Intell Med. 2005.
PMID: 15885567
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Machine learning techniques to predict different levels of hospital care of CoVid-19.
Hernández-Pereira E, Fontenla-Romero O, Bolón-Canedo V, Cancela-Barizo B, Guijarro-Berdiñas B, Alonso-Betanzos A.
Hernández-Pereira E, et al. Among authors: guijarro berdinas b.
Appl Intell (Dordr). 2022;52(6):6413-6431. doi: 10.1007/s10489-021-02743-2. Epub 2021 Sep 10.
Appl Intell (Dordr). 2022.
PMID: 34764619
Free PMC article.
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Empirical evaluation of a hybrid intelligent monitoring system using different measures of effectiveness.
Guijarro-Berdiñas B, Alonso-Betanzos A.
Guijarro-Berdiñas B, et al.
Artif Intell Med. 2002 Jan;24(1):71-96. doi: 10.1016/s0933-3657(01)00091-4.
Artif Intell Med. 2002.
PMID: 11779686
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The NST-EXPERT project: the need to evolve.
Alonso-Betanzos A, Guijarro-Berdiñas B, Moret-Bonillo V, López-Gonźalez S.
Alonso-Betanzos A, et al. Among authors: guijarro berdinas b.
Artif Intell Med. 1995 Aug;7(4):297-313. doi: 10.1016/0933-3657(95)00007-s.
Artif Intell Med. 1995.
PMID: 7581626
Review.
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A methodology for improving tear film lipid layer classification.
Remeseiro B, Bolon-Canedo V, Peteiro-Barral D, Alonso-Betanzos A, Guijarro-Berdiñas B, Mosquera A, Penedo MG, Sánchez-Maroño N.
Remeseiro B, et al. Among authors: guijarro berdinas b.
IEEE J Biomed Health Inform. 2014 Jul;18(4):1485-93. doi: 10.1109/JBHI.2013.2294732.
IEEE J Biomed Health Inform. 2014.
PMID: 25014945
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