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  • Using the Fuzzy Inductive Reasoning methodology to improve coherence in algorithmic musical beat patterns

     Paz Ortiz, Iván; Nebot Castells, Maria Angela; Mugica Alvarez, Francisco José; Romero Merino, Enrique
    DOI: 10.3233/978-1-61499-452-7-289
    Date of publication: 2014-10-23
    Book chapter
    Image
  • Assessment of electrocardiograms with pretraining and shallow networks

     Ribas Ripoll, Vicent; Wojdel, Anna; Ramos, Pablo; Romero Merino, Enrique; Brugada Terradellas, Josep
    Computing in Cardiology
    p. 1061-1064
    Presentation's date: 2014-09-09
    Presentation of work at congresses
  • Automated classification of brain tumours from short echo time in vivo MRS data using Gaussian decomposition and Bayesian neural networks

     Arizmendi Pereira, Carlos Julio; Sierra Bueno, Daniel Alfonso; Vellido Alcacena, Alfredo; Romero Merino, Enrique
    Expert systems with applications
    Vol. 41, num. 11, p. 5296-5307
    DOI: 10.1016/j.eswa.2014.02.031
    Date of publication: 2014-09-01
    Journal article
  • Sepsis mortality prediction with the Quotient Basis Kernel

     Ribas Ripoll, Vicent; Vellido Alcacena, Alfredo; Romero Merino, Enrique; Ruiz Rodriguez, Juan Carlos
    Artificial intelligence in medicine
    Vol. 61, num. 1, p. 45-52
    DOI: 10.1016/j.artmed.2014.03.004
    Date of publication: 2014-05-01
    Journal article
  • Continuous blood pressure assessment from a photoplethysmographic signal with Deep Belief Networks

     Ribas Ripoll, Vicent; Wojdel, Anna; Sáez de Tejada Cuenca, Anna; Ruiz Rodriguez, Juan Carlos; Ruiz Sanmartín, Adolf; Nadal, Miriam de; Romero Merino, Enrique; Vellido Alcacena, Alfredo
    Experimental Biology
    Presentation's date: 2014-04-28
    Presentation of work at congresses
  • Stopping criteria in contrastive divergence: Alternatives to the reconstruction error  Open access

     Buchaca Prats, David; Romero Merino, Enrique; Mazzanti Castrillejo, Fernando Pablo; Delgado Pin, Jordi
    International Conference on Learning Representations
    Presentation's date: 2014-04-15
    Presentation of work at congresses
    Access to the full text
  • A novel semi-supervised methodology for extracting tumor type-specific MRS sources in human brain data

     Ortega Martorell, Sandra; Ruiz Ruiz, Hector Efrain; Vellido Alcacena, Alfredo; Olier, Ivan; Romero Merino, Enrique; Julia Sape, Margarida; Martin, Jose D.; Jarman, Ian H.; Arus, Carles; Lisboa, Paulo J G
    PLoS one
    Vol. 8, num. 12, p. e83773-1-e83773-14
    DOI: 10.1371/journal.pone.0083773
    Date of publication: 2013-12-23
    Journal article
  • Identifying useful human feedback from an on-line translation service  Open access

     Barron Cedeño, Luis Alberto; Màrquez Villodre, Lluís; Henriquez Quintana, Carlos Alberto; Formiga Fanals, Lluis; Romero Merino, Enrique; May, Jonathan
    International Joint Conference on Artificial Intelligence
    p. 1-7
    Presentation's date: 2013-08-07
    Presentation of work at congresses
    Access to the full text
  • Identifying useful human correction feedback from an on-line machine translation service  Open access

     Barron Cedeño, Luis Alberto; Màrquez Villodre, Lluís; Henriquez, Carlos A; Formiga Fanals, Lluis; Romero Merino, Enrique; May, Jonathan
    International Joint Conference on Artificial Intelligence
    p. 2057-2063
    Presentation's date: 2013-08
    Presentation of work at congresses
    Access to the full text
  • Analisi dell’esposizione a rischi in una professione altamente variabile: il lavoro di imbianchino

     Álvarez Casado, Enrique; Romero Merino, Enrique
    Seminario Internazionale Prevenzione del Rischio da Sovraccarico Biomeccanico in Agricoltura e Edilizia
    Presentation's date: 2013-06-13
    Presentation of work at congresses
  • A Quotient Basis Kernel for the prediction of mortality in severe sepsis patients  Open access

     Ribas Ripoll, Vicent; Romero Merino, Enrique; Ruiz Rodriguez, Juan Carlos; Vellido Alcacena, Alfredo
    European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
    p. 379-384
    Presentation's date: 2013-04-24
    Presentation of work at congresses
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  • On the Intelligent Management of Sepsis in the Intensive Care Unit  Open access

     Ribas Ripoll, Vicente Jorge
    Department of Computer Science, Universitat Politècnica de Catalunya
    Theses
  • Data and knowledge visualization with virtual reality spaces, neural networks and rough sets: appplication to cancer and geophysical prospecting data

     Valdes Ramos, Julio Jose; Romero Merino, Enrique; Barton, Alan J.
    Expert systems with applications
    Vol. 39, num. 18, p. 13193-13201
    DOI: 10.1016/j.eswa.2012.05.082
    Date of publication: 2012-12-15
    Journal article
  • Preprocessing MRS information for classification of human brain tumours

     Arizmendi Pereira, Carlos Julio; Vellido Alcacena, Alfredo; Romero Merino, Enrique
    Date of publication: 2012-06
    Book chapter
    Image
  • Robust discrimination of glioblastomas from metastatic brain tumors on the basis of single-voxel 1H MRS

     Vellido Alcacena, Alfredo; Romero Merino, Enrique; Julià Sapé, Margarida; Majós, C.; Moreno Torres, À.; Pujol, Jesus; Arús, Carles
    NMR in biomedicine
    Vol. 25, num. 6, p. 819-828
    DOI: 10.1002/nbm.1797
    Date of publication: 2012-06
    Journal article
  • Classification of human brain tumours from MRS data using Discrete Wavelet Transform and Bayesian Neural Networks

     Arizmendi Pereira, Carlos Julio; Vellido Alcacena, Alfredo; Romero Merino, Enrique
    Expert systems with applications
    Vol. 39, num. 5, p. 5223-5232
    DOI: 10.1016/j.eswa.2011.11.017
    Date of publication: 2012-04
    Journal article
  • Cohort-based kernel visualisation with scatter matrices

     Romero Merino, Enrique; Mu, Tingting; Lisboa, Paulo J.G.
    Pattern recognition
    Vol. 45, num. 4, p. 1436-1454
    DOI: 10.1016/j.patcog.2011.09.025
    Date of publication: 2012-04
    Journal article
  • SIGNAL PROCESSING TECHNIQUES FOR BRAIN TUMOUR DIAGNOSIS FROM MAGNETIC RESONANCE SPECTROSCOPY DATA

     Arizmendi Pereira, Carlos Julio
    Department of Computer Science, Universitat Politècnica de Catalunya
    Theses
  • Towards interpretable classifiers with blind signal separation

     Ruiz, Hector; Ortega Martorell, Sandra; Jarman, Ian H.; Vellido Alcacena, Alfredo; Martin Guerrero, Jose D.; Romero Merino, Enrique; Lisboa, Paulo J.G.
    International Conference on Neural Networks
    p. 1-7
    DOI: 10.1109/IJCNN.2012.6252783
    Presentation's date: 2012
    Presentation of work at congresses
  • Comparing error minimized extreme learning machines and support vector sequential feed-forward neural networks

     Romero Merino, Enrique; Alquezar Mancho, Renato
    Neural networks
    Vol. 25, num. 1, p. 122-129
    DOI: 10.1016/j.neunet.2011.08.005
    Date of publication: 2012-01
    Journal article
  • Brain tumour classification using Gaussian decomposition and neural networks

     Arizmendi Pereira, Carlos Julio; Sierra Bueno, Daniel Alfonso; Vellido Alcacena, Alfredo; Romero Merino, Enrique
    IEEE Engineering in Medicine and Biology Society
    p. 5645-5648
    DOI: 10.1109/IEMBS.2011.6091366
    Presentation's date: 2011-08-30
    Presentation of work at congresses
  • Using the Leader algorithm with Support Vector Machines for large data sets

     Romero Merino, Enrique
    International Conference on Artificial Neural Networks
    p. 225-232
    DOI: 10.1007/978-3-642-21735-7_28
    Presentation's date: 2011-06
    Presentation of work at congresses
  • Binary classification of brain tumours using a discrete wavelet transform and energy criteria

     Arizmendi Pereira, Carlos Julio; Vellido Alcacena, Alfredo; Romero Merino, Enrique
    Latin American Symposium on Circuits and Systems
    p. 1-4
    DOI: 10.1109/LASCAS.2011.5750304
    Presentation's date: 2011-02
    Presentation of work at congresses
  • Feature and model selection with discriminatory visualization for diagnostic classification of brain tumors

     González Navarro, Félix Fernando; Belanche Muñoz, Luis Antonio; Romero Merino, Enrique; Vellido Alcacena, Alfredo; Julià Sapé, Margarida; Arús, Carles
    Neurocomputing
    Vol. 73, num. 4-6, p. 622-632
    DOI: 10.1016/j.neucom.2009.07.018
    Date of publication: 2010-10
    Journal article
  • Diagnosis of brain tumours from magnetic resonance spectroscopy using wavelets and neural networks

     Arizmendi Pereira, Carlos Julio; Hernández-Tamames, Juan; Romero Merino, Enrique; Vellido Alcacena, Alfredo; Pozo, Francisco del
    IEEE Engineering in Medicine and Biology Society
    p. 6074-6077
    DOI: 10.1109/IEMBS.2010.5627627
    Presentation's date: 2010-09-02
    Presentation of work at congresses
  • Cohort-based kernel visualisation with scatter matrices

     Romero Merino, Enrique; Fernandes, Ana Sofia; Mu, Tingting; Lisboa, Paulo J.G.
    International Conference on Neural Networks
    p. 1249-1256
    DOI: 10.1109/IJCNN.2010.5596679
    Presentation's date: 2010-07-21
    Presentation of work at congresses
  • Frequency selection for the diagnostic characterization of human brain tumours

     Arizmendi Pereira, Carlos Julio; Vellido Alcacena, Alfredo; Romero Merino, Enrique
    International Conference of the Catalan Association for Artificial Intelligence
    p. 391-398
    Presentation's date: 2009-10-22
    Presentation of work at congresses
  • Discriminating glioblastomas from metastases in a SV1H-MRS brain tumour database  Open access

     Romero Merino, Enrique; Vellido Alcacena, Alfredo; Julià Sapé, Margarida; Arús, Carles
    Annual Scientific Meeting of the European Society for Magnetic Resonance in Medicine and Biology
    p. 18-19
    Presentation's date: 2009-10-02
    Presentation of work at congresses
    Access to the full text
  • Data mining of patients on weaning trials from mechanical ventilation using cluster analysis and neural networks  Open access

     Arizmendi Pereira, Carlos Julio; Romero Merino, Enrique; Alquezar Mancho, Renato; Caminal Magrans, Pedro; Díaz, Ivan; Benito Vales, Salvador; Giraldo Giraldo, Beatriz F.
    IEEE Engineering in Medicine and Biology Society
    p. 4343-4346
    DOI: 10.1109/IEMBS.2009.5332742
    Presentation's date: 2009-09
    Presentation of work at congresses
    Access to the full text
  • An experimental study on methods for the selection of basis functions in regression

     Barrio Moliner, Ignacio; Romero Merino, Enrique; Belanche Muñoz, Luis Antonio
    Neurocomputing
    Vol. 72, num. SI:13-15, p. 2952-2963
    Date of publication: 2009-08
    Journal article
  • Feature Selection with Single-Layer Perceptrons for a multicentre 1H-MRS brain tumour database

     Romero Merino, Enrique; Vellido Alcacena, Alfredo; Sopena, Josep Maria
    Lecture notes in computer science
    Vol. 5517, p. 1013-1020
    DOI: 10.1007/978-3-642-02478-8_127
    Date of publication: 2009-06-12
    Journal article
  • Exploratory characterization of a multi-centre 1H-MRS brain tumour database

     Vellido Alcacena, Alfredo; Julià Sapé, Margarida; Romero Merino, Enrique; Arús, Carles
    Date of publication: 2009-01-31
    Book chapter
    Image
  • Outlier exploration and diagnostic classification of a multi-centre 1H-MRS brain tumour database

     Vellido Alcacena, Alfredo; Romero Merino, Enrique; González Navarro, Félix Fernando; Belanche Muñoz, Luis Antonio; Julià Sapé, Margarida; Arús, Carles
    Neurocomputing
    Vol. 72, num. 13-15, p. 3085-3097
    DOI: doi:10.1016/j.neucom.2009.03.010
    Date of publication: 2009
    Journal article
  • Data mining of patients on weaning trials from mechanical ventilation using cluster analysis and neural networks

     Arizmendi Pereira, Carlos Julio; Romero Merino, Enrique; Alquezar Mancho, Renato; Caminal Magrans, Pedro; Diaz, I; Salvador Vales, Benito; Giraldo Giraldo, Beatriz F.
    Annual International Conference of the IEEE Engineering in Medicine and Biology Society
    Vol. 1, p. 4343-4346
    Date of publication: 2009
    Journal article
  • Exploratory characterization of outliers in a multi-centre 1H-MRS brain tumour dataset

     Vellido Alcacena, Alfredo; Julià Sapé, Margarida; Romero Merino, Enrique; Arús, Carles
    Lecture notes in computer science
    Vol. 5178, p. 189-196
    DOI: 10.1007/978-3-540-85565-1_24
    Date of publication: 2008-09
    Journal article
  • Patients on weaning trials classified with neural networks and feature selection

     Giraldo Giraldo, Beatriz F.; Arizmendi Pereira, Carlos Julio; Romero Merino, Enrique; Alquezar Mancho, Renato; Caminal Magrans, Pedro; Salvador Vales, Benito
    Date of publication: 2008-09
    Book chapter
    Image
  • Neural Network Based Visual Data Mining for Cancer Data

     Romero Merino, Enrique
    DOI: DOI: 10.4018/978-1-59904-849-9
    Date of publication: 2008-08-31
    Book chapter
    Image
  • Performing Feature Selection with Multi-Layer Perceptrons

     Romero Merino, Enrique
    IEEE transactions on neural networks
    Vol. 19, num. 3, p. 431-441
    DOI: 10.1109/TNN.2007.909535
    Date of publication: 2008-03
    Journal article
  • Exploring outlierness and its causes in a 1H-MRS brain tumour database

     Vellido Alcacena, Alfredo; Romero Merino, Enrique
    e-TUMOUR Workshop `Towards Brain Tumour Classification by Molecular Profiling?
    p. 40
    Presentation of work at congresses
  • Classification, dimensionality reduction, and maximally discriminatory visualization of a multicentre 1H-MRS database of brain tumors  Open access

     Lisboa, Paulo J.G.; Romero Merino, Enrique; Vellido Alcacena, Alfredo; Julià Sapé, Margarida; Arús, Carles
    IEEE International Conference on Machine Learning and Applications
    p. 613-618
    DOI: 10.1109/ICMLA.2008.20
    Presentation's date: 2008
    Presentation of work at congresses
    Access to the full text
  • DSS-oriented Exploration of a Multi-centre Magnetic Resonance Spectroscopy Brain Tumour Dataset Through Visualization

     Romero Merino, Enrique; Julià-Sapé, M; Vellido Alcacena, Alfredo
    European Symposium on Artificial Neural Networks
    p. 95-100
    Presentation of work at congresses
  • Nonlinear dimensionality reduction for the exploration of outliers in a multicentre 1H-MRS database of brain tumours

     Vellido Alcacena, Alfredo; Romero Merino, Enrique
    ESMRMB 2008 Congress
    p. 16-17
    Presentation of work at congresses
  • Heuristics for the selection of weights in sequential feed-forward neural networks: An experimental study

     Romero Merino, Enrique; Alquezar Mancho, Renato
    Neurocomputing
    Vol. 70, num. 16-18, p. 2735-2743
    DOI: 10.1016/j.neucom.2006.05.022
    Date of publication: 2007-10
    Journal article
  • Extended linear models with gaussian prior on the parameters and adaptive expansion vectors

     Barrio Moliner, Ignacio; Romero Merino, Enrique; Belanche Muñoz, Luis Antonio
    Lecture notes in computer science
    Vol. 4668, p. 431-440
    Date of publication: 2007-09
    Journal article
  • Selection of basis functions guided by the L2 soft margin

     Barrio Moliner, Ignacio; Romero Merino, Enrique; Belanche Muñoz, Luis Antonio
    Lecture notes in computer science
    Vol. 4668, p. 421-430
    Date of publication: 2007-09
    Journal article
  • Incremental and decremental learning for linear support vector machines

     Romero Merino, Enrique; Barrio Moliner, Ignacio; Belanche Muñoz, Luis Antonio
    Lecture notes in computer science
    Vol. 4668, p. 209-218
    Date of publication: 2007-09
    Journal article
  • Neural Network Based Virtual Reality Spaces for Visual Data Mining of Cancer Data: An Unsupervised Perspective

     Romero Merino, Enrique
    Lecture notes in computer science
    Vol. 4507, p. 1020-1027
    Date of publication: 2007-06
    Journal article
  • Comparing support vector machines and feedforward neural networks with similar hidden-layer weights

     Romero Merino, Enrique; Toppo, D
    IEEE transactions on neural networks
    Vol. 18, num. 3, p. 959-963
    Date of publication: 2007-05
    Journal article
  • Eating Habits in a Spanish Adolescent Sample Analysed by Neural Networks

     Muro, P; Amador, J A; Romero Merino, Enrique; Sopena, J M
    General Meeting of the European Council on Eating Disorders
    p. 28
    Presentation of work at congresses
  • Data and Knowledge Visualization with Virtual Reality Spaces, Neural Networks and Rough Sets: Application to Geophysical Prospecting

     Valdés, J J; Romero Merino, Enrique; González Dalmau, Raquel
    International Joint Conference on Neural Networks
    p. 1060-1065
    Presentation of work at congresses