Luis Javier Herrera Maldonado

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Luis Javier Herrera Maldonado

Administrative data

Full member researcher

  • Position in UGR: Tenure professor
    Department where s/he teaches: Arquitectura y Tecnología de Computadores
    Research group: TIC-117

Contributions and research experience

Publications in ISI SCI

  • Multiclass classification for skin cancer profiling based on the integration of heterogeneous gene expression series
    Author-s: Manuel Galvez, Juan; Castillo, Daniel; Javier Herrera, Luis; San Roman, Belen; Valenzuela, Olga; Ortuno, Francisco Manuel; Rojas, Ignacio
    Source: PLOS ONE 13 5 0 0 2018
  • Decision Support System to Determine Intention to Use Mobile Payment Systems on Social Networks: A Methodological Analysis
    Author-s: Guillen, Alberto; Herrera, Luis J.; Pomares, Hector; Rojas, Ignacio; Liebana-Cabanillas, Francisco
    Source: INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 31 2 153 172 2016
  • Multi-sensor Fusion Based on Asymmetric Decision Weighting for Robust Activity Recognition
    Author-s: Banos, Oresti; Damas, Miguel; Guillen, Alberto; Herrera, Luis-Javier; Pomares, Hector; Rojas, Ignacio; Villalonga, Claudia
    Source: NEURAL PROCESSING LETTERS 42 1 5 26 2015
  • Global and local modelling in RBF networks
    Author-s: Herrera, L. J.; Pomares, H.; Rojas, I.; Guillen, A.; Rubio, G.; Urquiza, J.
    Source: NEUROCOMPUTING 74 16 2594 2602 2011
  • Method for prediction of protein-protein interactions in yeast using genomics/proteomics information and feature selection
    Author-s: Urquiza, J. M.; Rojas, I.; Pomares, H.; Herrera, L. J.; Ortega, J.; Prieto, A.
    Source: NEUROCOMPUTING 74 16 2683 2690 2011
  • New method for instance or prototype selection using mutual information in time series prediction
    Author-s: Guillen, A.; Herrera, L. J.; Rubio, G.; Pomares, H.; Lendasse, A.; Rojas, I.
    Source: NEUROCOMPUTING 73 10-12 2030 2038 2010
  • Using near-infrared spectroscopy in the classification of white and iberian pork with neural networks
    Author-s: Guillen, Alberto; del Moral, F. G.; Herrera, L. J.; Rubio, G.; Rojas, I.; Valenzuela, O.; Pomares, H.
    Source: NEURAL COMPUTING & APPLICATIONS 19 3 465 470 2010
  • Hybridization of intelligent techniques and ARIMA models for time series prediction
    Author-s: Valenzuela, O.; Rojas, I.; Rojas, F.; Pomares, H.; Herrera, L. J.; Guillen, A.; Marquez, L.; Pasadas, M.
    Source: FUZZY SETS AND SYSTEMS 159 7 821 845 2008
  • Studying possibility in a clustering algorithm for RBFNN design for function approximation
    Author-s: Guillen, A.; Pomares, H.; Rojas, I.; Gonzalez, J.; Herrera, L. J.; Rojas, F.; Valenzuela, O.
    Source: NEURAL COMPUTING & APPLICATIONS 17 1 75 89 2008
  • Soft-computing techniques and ARMA model for time series prediction
    Author-s: Rojas, I.; Valenzuela, O.; Rojas, F.; Guillen, A.; Herrera, L. J.; Pomares, H.; Marquez, L.; Pasadas, M.
    Source: NEUROCOMPUTING 71 4-6 519 537 4th International Symposium on Neural Networks (IS JUN 03-07, 2007 Nanjing, Nanjing 2008
  • Using fuzzy logic to improve a clustering technique for function approximation
    Author-s: Guillen, A.; Gonzalez, J.; Rojas, I.; Pomares, H.; Herrera, L. J.; Valenzuela, O.; Prieto, A.
    Source: NEUROCOMPUTING 70 16-18 2853 2860 8th Biennial Meeting of the International Work-Con JUN 08-10, 2005 Vilanova, Vilanova 2007
  • Recursive prediction for long term time series forecasting using advanced models
    Author-s: Herrera, L. J.; Pomares, H.; Rojas, I.; Guillen, A.; Prieto, A.; Valenzuela, O.
    Source: NEUROCOMPUTING 70 16-18 2870 2880 8th Biennial Meeting of the International Work-Con JUN 08-10, 2005 Vilanova, Vilanova 2007
  • Multigrid-based fuzzy systems for time series prediction: CATS competition
    Author-s: Herrera, L. J.; Pomares, H.; Rojas, I.; Guillen, A.; Gonzalez, J.; Awad, M.; Herrera, A.
    Source: NEUROCOMPUTING 70 13-15 2410 2425 2007
  • Output value-based initialization for radial basis function neural networks
    Author-s: Guillen, Alberto; Rojas, Ignacio; Gonzalez, Jesus; Pomares, Hector; Herrera, L. J.; Valenzuela, O.; Rojas, F.
    Source: NEURAL PROCESSING LETTERS 25 3 209 225 2007
  • The TaSe-NF model for function approximation problems: Approaching local and global modelling
    Author-s: Herrera, L. J.; Pomares, H.; Rojas, I.; Guillen, A.; Valenzuela, O.
    Source: FUZZY SETS AND SYSTEMS 171 1 1 21 2011
  • Adaptive fuzzy controller: Application to the control of the temperature of a dynamic room in real time
    Author-s: Rojas, I.; Pomares, H.; Gonzalez, J.; Herrera, L. J.; Guillen, A.; Rojas, F.; Valenzuela, O.
    Source: FUZZY SETS AND SYSTEMS 157 16 2241 2258 2006

Conferences in ISI CPCI-Science

  • Using Machine Learning Techniques and Genomic/Proteomic Information from Known Databases for PPI Prediction
    Author-s: Urquiza, J. M.; Rojas, I.; Pomares, H.; Herrera, L. J.; Florido, J. P.; Ortuno, F.
    Source: 5TH INTERNATIONAL CONFERENCE ON PRACTICAL APPLICATIONS OF COMPUTATIONAL BIOLOGY & BIOINFORMATICS (PA 93 373 380 5th International Conference on Practical Applicat APR 06-08, 2011 Salamanca, Salamanca 2011
  • Effect of Pre-processing methods on Microarray-based SVM classifiers in Affymetrix Genechips
    Author-s: Florido, J. P.; Pomares, H.; Rojas, I.; Urquiza, J. M.; Herrera, L. J.; Claros, M. G.
    Source: 2010 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS IJCNN 2010 -1 -1 World Congress on Computational Intelligence (WCCI 2010 Barcelona, Barcelona 2010
  • Predicting marital dissolutions using Radial Basis Function Neural Networks
    Author-s: Guillen, A.; Tovar, C.; Herrera, L. J.; Pomares, H.; Gonzalez, J.; Guillen, J. F.; Rojas, I.
    Source: 2010 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS IJCNN 2010 -1 -1 World Congress on Computational Intelligence (WCCI 2010 Barcelona, Barcelona 2010
  • Global and Local Modelling in Radial Basis Functions Networks
    Author-s: Herrera, L. J.; Pomares, H.; Rojas, I.; Guillen, A.; Rubio, G.; Urquiza, J.
    Source: BIO-INSPIRED SYSTEMS: COMPUTATIONAL AND AMBIENT INTELLIGENCE, PT 1 5517 49 56 10th International Work-Conference on Artificial N JUN 10-12, 2009 Salamanca, Salamanca 2009
  • Method for Prediction of Protein-Protein Interactions in Yeast Using Genomics/Proteomics Information and Feature Selection
    Author-s: Urquiza, J. M.; Rojas, I.; Pomares, H.; Florido, J. P.; Rubio, G.; Herrera, L. J.; Calvo, J. C.; Ortega, J.
    Source: BIO-INSPIRED SYSTEMS: COMPUTATIONAL AND AMBIENT INTELLIGENCE, PT 1 5517 853 860 10th International Work-Conference on Artificial N JUN 10-12, 2009 Salamanca, Salamanca 2009
  • A first approach to birth weight prediction using RBFNNs
    Author-s: Guillen, A.; Rojas, I.; Gonzalez, J.; Pomares, H.; Herrera, L. J.
    Source: Bio-Inspired Modeling of Cognitive Tasks, Pt 1, Proceedings 4527 253 260 2nd International Work-Conference on the Interplay JUN 18-21, 2007 La Manga del Mar Menor, La Manga del Mar Menor 2007
  • Parallel multi-objective memetic RBFNNs design and feature selection for function approximation problems
    Author-s: Guillen, Alberto; Pomares, Hector; Gonzalez, Jesus; Rojas, Ignacio; Herrera, L. J.; Prieto, A.
    Source: COMPUTATIONAL AND AMBIENT INTELLIGENCE 4507 341 350 9th International Work-Conference on Artificial Ne JUN 20-22, 2007 San Sebastian, San Sebastian 2007
  • A new multiobjective RBFNNs designer and feature selector for a mineral reduction application
    Author-s: Guillen, Alberto; Gonzalez, Jesus; Rojas, Ignacio; Poinares, Hctor; Herrera, L. J.; Fernandez, F.
    Source: 2007 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-4 1885 1890 IEEE International Conference on Fuzzy Systems JUL 23-26, 2007 London, London 2007
  • Effective input variable selection for function approximation
    Author-s: Herrera, L. J.; Pomares, H.; Rojas, I.; Verleysen, M.; Guilen, A.
    Source: ARTIFICIAL NEURAL NETWORKS - ICANN 2006, PT 1 4131 41 50 16th International Conference on Artificial Neural SEP 10-14, 2006 Athens, Athens 2006
  • Multiobjective RBFNNs designer for function approximation: An application for mineral reduction
    Author-s: Guillen, Alberto; Rojas, Ignacio; Gonzalez, Jesus; Pomares, Hector; Herrera, L. J.; Fernandez, Francisco
    Source: ADVANCES IN NATURAL COMPUTATION, PT 1 4221 511 520 2nd International Conference on Natural Computatio SEP 24-28, 2006 Xian, Xian 2006
  • A fuzzy-possibilistic fuzzy ruled clustering algorithm for RBFNNs design
    Author-s: Guillen, A.; Rojas, I.; Gonzalez, J.; Pomares, H.; Herrera, L. J.; Prieto, A.
    Source: Rough Sets and Current Trends in Computing, Proceedings 4259 647 656 5th International Conference on Rough Sets and Cur NOV 06-08, 2006 Kobe, Kobe 2006
  • Improving the performance of multi-objective genetic algorithm for function approximation through parallel islands specialisation
    Author-s: Guillen, A.; Rojas, I.; Gonzalez, J.; Pomares, H.; Herrera, L. J.; Paechter, B.
    Source: AI 2006: Advances in Artificial Intelligence, Proceedings 4304 1127 1132 19th Australian Joint Conference on Artificial Int DEC 04-08, 2006 Hobart, Hobart 2006
  • Supervised RBFNN centers and radii initialization for function approximation problems
    Author-s: Guillen, Alberto; Rojas, Ignacio; Gonzalez, Jesus; Pomares, Hector; Herrera, L. J.; Prieto, A.
    Source: 2006 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORK PROCEEDINGS, VOLS 1-10 3175 3180 IEEE International Joint Conference on Neural Netw JUL 16-21, 2006 Vancouver, Vancouver 2006

Book chapters in ISI

  • Prediction of Protein-Protein Interactions in Yeast using SVMs with Genomics/Proteomics Information and Feature Selection
    Author-s: Urquiza, J. M.; Rojas, I.; Pomares, H.; Herrera, L. J.; Rubio, G.; Florido, J. P.
    Source: 2009 24TH INTERNATIONAL SYMPOSIUM ON COMPUTER AND INFORMATION SCIENCES 643 648 24th International Symposium on Computer and Infor SEP 14-16, 2009 Guzelyurt, Guzelyurt 2009
  • Risk Factor Identification and Classification of Macrosomic Newborns by Neural Networks
    Author-s: Guillen, A.; Trujillo, A. M.; Romero, S.; Rubio, G.; Rojas, I.; Pomares, H.; Herrera, L. J.; Guillen, J. F.
    Source: 2009 9TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS 1263 1267 9th International Conference on Intelligent System NOV 30-DEC 02, 2009 Univ Pisa, Univ Pisa, Univ Pisa 2009
  • A Data Mining Approach Based on a Local-Global Fuzzy Modelling for Prediction of Color Change after Tooth Bleaching using Vita Classical Shades
    Author-s: Herrera, L. J.; Perez, M. M.; Santana, J.; Pulgar, R.; Gonzalez, J.; Pomares, H.; Rojas, I.
    Source: 2009 9TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS 1268 1273 9th International Conference on Intelligent System NOV 30-DEC 02, 2009 Univ Pisa, Univ Pisa, Univ Pisa 2009
  • Self-adaptive robot control using fuzzy logic
    Author-s: Rojas, I.; Pomares, H.; Gonzalez, J.; Herrera, L. J.; Guillen, A.; Valenzuela, O.
    Source: 9th IEEE International Workshop on Advanced Motion Control, Vols 1 and 2, Proceedings 687 691 9th International Workshop on Advanced Motion Cont MAR 27-29, 2006 Istanbul, Istanbul 2006
  • Soft-computing techniques for the development of adaptive helicopter flight controller
    Author-s: Rojas, I.; Pomares, H.; Gonzalez, J.; Herrera, L. J.; Guillen, A.; Rojas, F.
    Source: 9th IEEE International Workshop on Advanced Motion Control, Vols 1 and 2, Proceedings 709 714 9th International Workshop on Advanced Motion Cont MAR 27-29, 2006 Istanbul, Istanbul 2006

Local Projects

  • IShadeGuide: Aplicación inteligente para Odontología Estética Restauradora
    Principal Investigator: Luis Javier Herrera Maldonado
    Reference: BioTic-2013-P94
    Start date: 2013-01-01
    End date: 2013-12-31
    Research Group: TIC-117
    Amount to UGR: 23000.00
    Funding Agency: CEI-BioTIC: consorcio UGR, CSIC y Parque Tecnológico de la Salud Granada
    Program: Proyectos de investigación financiados por el CEI BioTIC
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Doctoral Dissertations supervised

  • Integration of heterogeneous gene expression sources in human cancer pathologies, employing high performance computing and machine learning techniques
    Author: Daniel Castillo Secilla
    Institution: Arquitectura y Tecnología de Computadores (UGR),
    Dissertation date: 2020-03-02
    Supervision: Ignacio Rojas Ruiz, Luis Javier Herrera Maldonado
    Special mention: internacional
  • Nuevos métodos de predicción de Interacción de Proteína-Proteína utilizando Sistemas Inteligentes en Bases de Datos de Proteómica
    Author: José Miguel Urquiza Ortiz
    Institution: Arquitectura y Tecnología de Computadores (UGR),
    Dissertation date: 2011-10-14
    Supervision: Ignacio Rojas Ruiz, Héctor Emilio Pomares Cintas, Luis Javier Herrera Maldonado
    Special mention: europea

Research visits

  • NAPIER UNIVERSITY
    Visiting researcher: Herrera Maldonado, Luis Javier
    Research group: TIC-117
    Place: EDINBURGH; REINO UNIDO
    Start date: 2008-07-15
    End date: 2008-10-01
    Visiting category: POSTD
  • MAX PLANCK INSTITUTE FOR BIOLOGICAL CYBERNETICS
    Visiting researcher: Herrera Maldonado, Luis Javier
    Research group: TIC-117
    Place: TÜBINGEN; ALEMANIA
    Start date: 2004-05-30
    End date: 2004-09-02
    Visiting category: PRED
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