Alberto Guillén Perales

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

  • 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
  • Applying multiobjective RBFNNs optimization and feature selection to a mineral reduction problem
    Author-s: Guillen, A.; Rubio, G.; Toda, I.; Rivera, A.; Pomares, H.; Rojas, I.
    Source: EXPERT SYSTEMS WITH APPLICATIONS 37 6 4050 4057 2010
  • Design of specific-to-problem kernels and use of kernel weighted K-nearest neighbours for time series modelling
    Author-s: Rubio, Gines; Javier Herrera, Luis; Pomares, Hector; Rojas, Ignacio; Guillen, Alberto
    Source: NEUROCOMPUTING 73 10-12 1965 1975 2010
  • 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
  • Parallel multiobjective memetic RBFNNs design and feature selection for function approximation problems
    Author-s: Guillen, A.; Pomares, H.; Gonzalez, J.; Rojas, I.; Valenzuela, O.; Prieto, B.
    Source: NEUROCOMPUTING 72 16-18 3541 3555 2009
  • Duroc and Iberian pork neural network classification by visible and near infrared reflectance spectroscopy
    Author-s: del Moral, F. G.; Guillen, A.; del Moral, L. G.; O!Valle, F.; Martinez, L.; del Moral, R. G.
    Source: JOURNAL OF FOOD ENGINEERING 90 4 540 547 2009
  • 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
  • Improving the accuracy while preserving the interpretability of fuzzy function approximators by means of multi-objective evolutionary algorithms
    Author-s: Gonzalez, Jesus; Rojas, Ignacio; Pomares, Hector; Herrera, Luis J.; Guillen, Alberto; Palomares, Jose M.; Rojas, Fernando
    Source: INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 44 1 32 44 1st International Workshop on Genetic Fuzzy System MAR 17-19, 2005 Granada, Granada 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
  • Prediction of color change after tooth bleaching using fuzzy logic for Vita Classical shades identification
    Author-s: Herrera, Luis J.; Pulgar, Rosa; Santana, Janiley; Cardona, Juan C.; Guillen, Alberto; Rojas, Ignacio; del Mar Perez, Maria
    Source: APPLIED OPTICS 49 3 422 429 2010
  • 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
  • INTELLIGENT SYSTEM BASED ON GENETIC PROGRAMMING FOR ATRIAL FIBRILLATION CLASSIFICATION
    Author-s: Valenzuela, Olga; Rojas, Ignacio; Rojas, Francisco Javier; Pomares, Hector; Luis Bernier, Jose; Herrera, Javier; Guillen, Alberto
    Source: APPLIED ARTIFICIAL INTELLIGENCE 23 10 895 909 2009

Conferences in ISI CPCI-Science

  • 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
  • Creation of Specific-to-Problem Kernel Functions for Function Approximation
    Author-s: Rubio, Gines; Pomares, Hector; Rojas, Ignacio; Guillen, Alberto
    Source: BIO-INSPIRED SYSTEMS: COMPUTATIONAL AND AMBIENT INTELLIGENCE, PT 1 5517 335 342 10th International Work-Conference on Artificial N JUN 10-12, 2009 Salamanca, Salamanca 2009
  • Efficient Parallel Feature Selection for Steganography Problems
    Author-s: Guillen, Alberto; Sorjamaa, Antti; Miche, Yoan; Lendasse, Amaury; Rojas, Ignacio
    Source: BIO-INSPIRED SYSTEMS: COMPUTATIONAL AND AMBIENT INTELLIGENCE, PT 1 5517 1224 1231 10th International Work-Conference on Artificial N JUN 10-12, 2009 Salamanca, Salamanca 2009
  • Mutual Information Based Initialization of Forward-Backward Search for Feature Selection in Regression Problems
    Author-s: Guillen, Alberto; Sorjamaa, Antti; Rubio, Gines; Lendasse, Amaury; Rojas, Ignacio
    Source: ARTIFICIAL NEURAL NETWORKS - ICANN 2009, PT I 5768 1 9 19th International Conference on Artificial Neural SEP 14-17, 2009 Limmassol, Limmassol 2009
  • Strengthening the Forward Variable Selection Stopping Criterion
    Author-s: Javier Herrera, Luis; Rubio, G.; Pomares, R.; Paechter, B.; Guillen, A.; Rojas, I.
    Source: ARTIFICIAL NEURAL NETWORKS - ICANN 2009, PT II 5769 215 224 19th International Conference on Artificial Neural SEP 14-17, 2009 Limmassol, Limmassol 2009
  • Efficient Optimization of the Parameters of LS-SVM for Regression versus Cross-Validation Error
    Author-s: Rubio, Gines; Pomares, Hector; Rojas, Ignacio; Javier Herrera, Luis; Guillen, Alberto
    Source: ARTIFICIAL NEURAL NETWORKS - ICANN 2009, PT II 5769 406 415 19th International Conference on Artificial Neural SEP 14-17, 2009 Limmassol, Limmassol 2009
  • Boosting the performance of a multiobjective algorithm to design RBFNNs through parallelization
    Author-s: Guillen, Alberto; Rojas, Ignacio; Gonzalez, Jesus; Pomares, Hector; Herrera, Luis J.; Paechter, Ben
    Source: Adaptive and Natural Computing Algorithms, Pt 1 4431 85 92 8th International Conference on Adaptive and Natur APR 11-14, 2007 Warsaw Univ Technol, Warsaw Univ Technol, Warsaw Univ Technol 2007
  • 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
  • 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
  • Improving clustering technique for functional approximation problem using fuzzy logic: ICFA algorithm
    Author-s: Guillen, A; Rojas, I; Gonzalez, J; Pomares, H; Herrera, LJ; Valenzuela, O; Prieto, A
    Source: COMPUTATIONAL INTELLIGENCE AND BIOINSPIRED SYSTEMS, PROCEEDINGS 3512 272 279 8th International Work-Conference on Artificial Ne JUN 08-10, 2005 Barcelona, Barcelona 2005
  • Approximating I/O data using radial basis functions: A new clustering-based approach
    Author-s: Awad, M; Pomares, H; Herrera, LJ; Gonzalez, J; Guillen, A; Rojas, F
    Source: COMPUTATIONAL INTELLIGENCE AND BIOINSPIRED SYSTEMS, PROCEEDINGS 3512 289 296 8th International Work-Conference on Artificial Ne JUN 08-10, 2005 Barcelona, Barcelona 2005
  • TaSe model for long term Time Series forecasting
    Author-s: Herrera, LJ; Pomares, H; Rojas, I; Guillen, A; Valenzuela, O; Prieto, A
    Source: COMPUTATIONAL INTELLIGENCE AND BIOINSPIRED SYSTEMS, PROCEEDINGS 3512 1027 1034 8th International Work-Conference on Artificial Ne JUN 08-10, 2005 Barcelona, Barcelona 2005
  • A basic approach to reduce the complexity of a self-generated fuzzy rule-table for function approximation by use of symbolic regression in ID and 2D cases
    Author-s: Rubio, G; Pomares, H; Rojas, I; Guillen, A
    Source: ARTIFICIAL INTELLIGENCE AND KNOWLEDGE ENGINEERING APPLICATIONS: A BIOINSPIRED APPROACH, PT 2, PROCEE 3562 143 152 1st International Work-Conference on the Interplay JUN 15-18, 2005 Las Palmas, Las Palmas 2005
  • Using fuzzy clustering technique for function approximation to approximate ECG signals
    Author-s: Guillen, A; Rojas, I; Ros, E; Herrera, LJ
    Source: ARTIFICIAL INTELLIGENCE AND KNOWLEDGE ENGINEERING APPLICATIONS: A BIOINSPIRED APPROACH, PT 2, PROCEE 3562 538 547 1st International Work-Conference on the Interplay JUN 15-18, 2005 Las Palmas, Las Palmas 2005
  • Analysis of the TaSe-II TSK-type fuzzy system for function approximation
    Author-s: Herrera, LJ; Pomares, H; Rojas, I; Guillen, A; Awad, M; Valenzuela, O
    Source: SYMBOLIC AND QUANTITATIVE APPROACHES TO REASONING WITH UNCERTAINTY, PROCEEDINGS 3571 613 624 8th European Conference on Symbolic and Quantitati JUL 06-08, 2005 Barcelona, Barcelona 2005
  • New technique for initialization of centres in TSK clustering-based fuzzy systems
    Author-s: Herrera, LJ; Pomares, H; Rojas, I; Guillen, A; Gonzalez, J
    Source: SYMBOLIC AND QUANTITATIVE APPROACHES TO REASONING WITH UNCERTAINTY, PROCEEDINGS 3571 980 991 8th European Conference on Symbolic and Quantitati JUL 06-08, 2005 Barcelona, Barcelona 2005
  • A possibilistic approach to RBFN centers initialization
    Author-s: Guillen, A; Rojas, I; Gonzalez, J; Pomares, H; Herrera, LJ; Valenzuela, O; Prieto, A
    Source: ROUGH SETS, FUZZY SETS, DATA MINING, AND GRANULAR COMPUTING, PT 2, PROCEEDINGS 3642 174 183 10th International Conference on Rough Sets, Fuzzy AUG 31-SEP 03, 2005 Univ Regina, Univ Regina, Univ Regina 2005

Book chapters in ISI

  • 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
  • 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

  • Estudio sobre los factores para disminuir la ansiedad por estancia hospitalaria en pediatría
    Principal Investigator: Alberto Guillén Perales
    Reference: CEIbioTIC-V11 - 2015
    Start date: 2015-01-01
    End date: 2015-12-31
    Research Group: TIC-117
    Amount to UGR: 4500.00
    Funding Agency: CEI-BioTIC: consorcio UGR, CSIC y Parque Tecnológico de la Salud Granada
    Program: Micro-proyectos de investigación financiados por el CEI BioTIC
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Doctoral Dissertations supervised

  • Modelos Avanzados de Inteligencia Computacional para Aproximación Funcional y Predicción de Series Temporales en Arquitecturas Paralelas
    Author: Ginés Rubio Flores
    Institution: Arquitectura y Tecnología de Computadores (UGR),
    Dissertation date: 2010-07-05
    Supervision: Héctor Emilio Pomares Cintas, Ignacio Rojas Ruiz, Alberto Guillén Perales
    Special mention: europea

Research visits

  • AALTO UNIVERSITY SCHOOL OF SCIENCE AND TECHNOLOGY
    Visiting researcher: Guillén Perales, Alberto
    Research group: TIC-117
    Place: HELSINKI; FINLANDIA
    Start date: 2010-10-28
    End date: 2010-12-05
    Visiting category: INV
  • HELSINKI UNIVERSITY OF TECHNOLOGY
    Visiting researcher: Guillén Perales, Alberto
    Research group: TIC-117
    Place: HELSINKI; FINLANDIA
    Start date: 2008-05-24
    End date: 2008-07-29
    Visiting category: INV
  • UNIVERSITY OF EDINBURGH
    Visiting researcher: Guillén Perales, Alberto
    Research group: TIC-117
    Place: EDINBURGO; REINO UNIDO
    Start date: 2006-01-15
    End date: 2006-04-08
  • NAPIER UNIVERSITY
    Visiting researcher: Guillén Perales, Alberto
    Research group: TIC-117
    Place: EDINBURGO; REINO UNIDO
    Start date: 2005-09-08
    End date: 2005-11-30
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