Alberto Guillén

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 20

Top Topics

Variable Selection

Computing Paradigms

Activity Recognition

Top Venues

Publications

Juan Julián Merelo, Pedro A. Castillo, Antonio M. Mora, Francisco Barranco, Noorhan Abbas, Alberto Guillén, Olia E. Tsivitanidou
Chatbots and messaging platforms in the classroom: An analysis from the teacher's perspective. Educ. Inf. Technol. 29 (2) (2024)
Antonio Molner, Francisco Carrillo-Perez, Alberto Guillén
SnapperML: A python-based framework to improve machine learning operations. SoftwareX 26 (2024)
Javier León, Juan José Escobar, Marina Bravo, Bruno Zamorano, Alberto Guillén
Photon/electron classification in liquid argon detectors by means of Soft Computing. Eng. Appl. Artif. Intell. 122 (2023)
I. Fernández, C. Ovejero, Luis Javier Herrera, Ignacio Rojas, Francisco Carrillo-Perez, Alberto Guillén
Speeding up Simulations for Radiotherapy Research by Means of Machine Learning. IWBBIO (1) (2023)
Juan Julián Merelo, Pedro A. Castillo, Antonio Mora García, Francisco Barranco, Noorhan Abbas, Alberto Guillén, Olia E. Tsivitanidou
Exploring the Role of Chatbots and Messaging Applications in Higher Education: A Teacher's Perspective. HCI (28) (2022)
Daniel Castillo-Secilla, Daniel Redondo-Sánchez, Luis Javier Herrera, Ignacio Rojas, Alberto Guillén
Gene Expression Tools from a Technical Perspective: Current Approaches and Alternative Solutions for the KnowSeq Suite. IWBBIO (1) (2022)
Borja S. González, Rúben Conceição, Mário Pimenta, Bernardo Tomé, Alberto Guillén
Tackling the muon identification in water Cherenkov detectors problem for the future Southern Wide-field Gamma-ray Observatory by means of machine learning. Neural Comput. Appl. 34 (7) (2022)
Juan Julián Merelo, Pedro A. Castillo, Antonio Miguel Mora, Francisco Barranco, Noorhan Abbas, Alberto Guillén, Olia E. Tsivitanidou
Chatbots and messaging platforms in the classroom: an analysis from the teacher's perspective. CoRR (2022)
Francisco Carrillo-Perez, Luis Javier Herrera, Juan Miguel Carceller, Alberto Guillén
Deep learning to classify ultra-high-energy cosmic rays by means of PMT signals. Neural Comput. Appl. 33 (15) (2021)
Francisco Carrillo-Perez, Juan Carlos Morales, Daniel Castillo-Secilla, Yésica Molina-Castro, Alberto Guillén, Ignacio Rojas, Luis Javier Herrera
Non-small-cell lung cancer classification via RNA-Seq and histology imaging probability fusion. BMC Bioinform. 22 (1) (2021)
Francisco Carrillo-Perez, Juan Carlos Morales, Daniel Castillo-Secilla, Alberto Guillén, Ignacio Rojas, Luis Javier Herrera
Comparison of Fusion Methodologies Using CNV and RNA-Seq for Cancer Classification: A Case Study on Non-Small-Cell Lung Cancer. BIOMESIP (2021)
Antonio Miguel Mora, Alberto Guillén, Francisco Barranco, Pedro A. Castillo, Juan Julián Merelo Guervós
Studying How to Apply Chatbots Technology in Higher-Education: First Results and Future Strategies. HCI (24) (2021)
Luis Javier Herrera, Carlos José Todero Peixoto, Oresti Baños, Juan Miguel Carceller, Francisco Carrillo-Perez, Alberto Guillén
Composition Classification of Ultra-High Energy Cosmic Rays. Entropy 22 (9) (2020)
Alberto Guillén, José Martínez, Juan Miguel Carceller, Luis Javier Herrera
A Comparative Analysis of Machine Learning Techniques for Muon Count in UHECR Extensive Air-Showers. Entropy 22 (11) (2020)
Oresti Banos, Juan Manuel Galvez, Miguel Damas, Alberto Guillén, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Claudia Villalonga
Improving Wearable Activity Recognition via Fusion of Multiple Equally-Sized Data Subwindows. IWANN (1) (2019)
Francisco Carrillo-Perez, Luis Javier Herrera, Juan Miguel Carceller, Alberto Guillén
Improving Classification of Ultra-High Energy Cosmic Rays Using Spacial Locality by Means of a Convolutional DNN. IWANN (1) (2019)
Martí Manzano, Alberto Guillén, Ignacio Rojas, Luis Javier Herrera
Deep Learning Using EEG Data in Time and Frequency Domains for Sleep Stage Classification. IWANN (1) (2017)
Martí Manzano, Alberto Guillén, Ignacio Rojas, Luis Javier Herrera
Combination of EEG Data Time and Frequency Representations in Deep Networks for Sleep Stage Classification. ICIC (2) (2017)
Alberto Guillén, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Francisco J. Liébana-Cabanillas
Decision Support System to Determine Intention to Use Mobile Payment Systems on Social Networks: A Methodological Analysis. Int. J. Intell. Syst. 31 (2) (2016)
Francisco J. Liébana-Cabanillas, Luis Javier Herrera, Alberto Guillén
Variable selection for payment in social networks: Introducing the Hy-index. Comput. Hum. Behav. 56 (2016)
Oresti Baños, Miguel Damas, Alberto Guillén, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Claudia Villalonga
Multi-sensor Fusion Based on Asymmetric Decision Weighting for Robust Activity Recognition. Neural Process. Lett. 42 (1) (2015)
Luis Javier Herrera, Alberto Guillén, Rubén Martínez, Carlos García, Héctor Pomares, Oresti Baños, Ignacio Rojas Ruiz
Modeling the EUR/USD Index Using LS-SVM and Performing Variable Selection. IWANN (2) (2015)
Oresti Banos, Miguel Damas, Alberto Guillén, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Claudia Villalonga, Sungyoung Lee
On the Development of a Real-Time Multi-sensor Activity Recognition System. IWAAL (2015)
Alberto Guillén, Luis Javier Herrera, Francisco J. Liébana-Cabanillas, Oresti Baños, Ignacio Rojas
Performing Variable Selection by Multiobjective Criterion: An Application to Mobile Payment. IWANN (2) (2015)
Oresti Baños, Juan Manuel Galvez, Miguel Damas, Alberto Guillén, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas Ruiz, Claudia Villalonga, Choong Seon Hong, Sungyoung Lee
Multiwindow Fusion for Wearable Activity Recognition. IWANN (2) (2015)
Olga Valenzuela, Fernando Rojas, Francisco M. Ortuño Guzman, José Luis Bernier, María José Saéz-Lara, Belén San Román, Luis Javier Herrera, Alberto Guillén, Ignacio Rojas
Advances in bioinformatics using soft-computing paradigms. IWBBIO (2014)
R. Penafiel, Alberto Guillén, Luis Javier Herrera Maldonado
Data Recycling of Historical Records and Integration in New Information Systems in Cardiology ervice. IWBBIO (2014)
Alberto Guillén, M. Isabel García Arenas, Mark van Heeswijk, Dusan Sovilj, Amaury Lendasse, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas
Fast Feature Selection in a GPU Cluster Using the Delta Test. Entropy 16 (2) (2014)
Oresti Baños, Juan Manuel Galvez, Miguel Damas, Alberto Guillén, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas
Evaluating the effects of signal segmentation on activity recognition. IWBBIO (2014)
Alberto Guillén, Amaury Lendasse, Guilherme A. Barreto
Data Preprocessing and Model Design for Medicine Problems. Comput. Math. Methods Medicine 2013 (2013)
Olga Valenzuela, Francisco M. Ortuño Guzman, Fernando Rojas, Héctor Pomares, José Luis Bernier, Luis Javier Herrera, Alberto Guillén
Using intelligent system for medical decision-making to magnetic resonance imaging. IWBBIO (2013)
Luis Javier Herrera, Ignacio Rojas, Héctor Pomares, Alberto Guillén, Olga Valenzuela, Oresti Baños
Classification of MRI Images for Alzheimer's Disease Detection. SocialCom (2013)
Olga Valenzuela, Miguel Pasadas, Ignacio Rojas, Alberto Guillén, Héctor Pomares
Automatic knot adjustment for b-spline smoothing approximation using improved clustering algorithm. FUZZ-IEEE (2013)
Luis Javier Herrera, Oscar E. Pecho, Razvan Ghinea, Ignacio Rojas Ruiz, Héctor Pomares, Alberto Guillén, Ana Maria Ionescu, Juan de la Cruz Cardona, R. Pulgar, Maria del Mar Pérez
Color Fuzzy Set Design for dental applications. ISDA (2013)
Luis Javier Herrera, Carlos M. Fernandes, Antonio Miguel Mora, Daria Migotina, Rogerio Largo, Alberto Guillén, Agostinho C. Rosa
Combination of Heterogeneous EEG Feature Extraction Methods and stacked Sequential Learning for Sleep Stage Classification. Int. J. Neural Syst. 23 (3) (2013)
Francisco J. Liébana-Cabanillas, Rafael Nogueras, Luis Javier Herrera, Alberto Guillén
Analysing user trust in electronic banking using data mining methods. Expert Syst. Appl. 40 (14) (2013)
N. Galea-Sevilla, Miriam España, Alberto Guillén, Ignacio Rojas
A New Method for BCI Spelling Using a 7 Segments Display. IWANN (2) (2013)
Javier P. Florido, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Francisco M. Ortuño Guzman, José M. Urquiza
An effective, practical and low computational cost framework for the integration of heterogeneous data to predict functional associations between proteins by means of Artificial Neural Networks. Neurocomputing 121 (2013)
José Manuel Sánchez Pascualvaca, Carlos M. Fernandes, Alberto Guillén, Antonio Miguel Mora, Rogerio Largo, Agostinho C. Rosa, Luis Javier Herrera
Sleep Stage Classification Using Advanced Intelligent Methods. IWANN (1) (2013)
Raimundo Garcia-del-Moral, Alberto Guillén, Luis Javier Herrera, Antonio Cañas, Ignacio Rojas
Parametric and Non-parametric Feature Selection for Kidney Transplants. IWANN (2) (2013)
Yoan Miche, Tatiana Chistiakova, Anton Akusok, Amaury Lendasse, Rui Nian, Alberto Guillén
Fast variable selection for memetracker phrases time series prediction. PETRA (2012)
Francisco J. Liébana-Cabanillas, Rafael Nogueras, Francisco Muñoz-Leiva, Ignacio Rojas, Alberto Guillén
Applying Multi-objective Optimization for Variable Selection to Analyze User Trust in Electronic Banking. IS-MiS (2012)
Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Olga Valenzuela
The TaSe-NF model for function approximation problems: Approaching local and global modelling. Fuzzy Sets Syst. 171 (1) (2011)
Alberto Guillén, Mark van Heeswijk, Dusan Sovilj, Maribel García Arenas, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas
Variable Selection in a GPU Cluster Using Delta Test. IWANN (1) (2011)
Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Ginés Rubio, José M. Urquiza
Global and local modelling in RBF networks. Neurocomputing 74 (16) (2011)
Nuria Rico, Alberto Guillén, Carlos Tovar, José F. Guillén
Preventing the Impact of Marital Dissolutions in Children by Regression Techniques. CENTERIS (3) (2011)
Luis Javier Herrera, Antonio Miguel Mora, Carlos M. Fernandes, Daria Migotina, Alberto Guillén, Agostinho C. Rosa
Symbolic representation of the EEG for sleep stage classification. ISDA (2011)
Alberto Guillén, Carlos Tovar, Luis Javier Herrera, Héctor Pomares, Jesús González, José F. Guillén, Ignacio Rojas
Predicting marital dissolutions using radial basis function neural networks. IJCNN (2010)
Alberto Guillén, F. G. del Moral, Luis Javier Herrera, Ginés Rubio, Ignacio Rojas, Olga Valenzuela, Héctor Pomares
Using near-infrared spectroscopy in the classification of white and iberian pork with neural networks. Neural Comput. Appl. 19 (3) (2010)
Samuel F. Romero, Alberto Guillén, Cristóbal J. Carmona, Christian A. Morillas, Francisco J. Pelayo, Héctor Pomares
Preselection of Neurostimulation Waveforms for Visual Prostheses using Genetic Algorithms. BIODEVICES (2010)
Alberto Guillén, Ginés Rubio, I. Toda, Antonio J. Rivera, Héctor Pomares, Ignacio Rojas Ruiz
Applying multiobjective RBFNNs optimization and feature selection to a mineral reduction problem. Expert Syst. Appl. 37 (6) (2010)
Ginés Rubio, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén
Design of specific-to-problem kernels and use of kernel weighted K-nearest neighbours for time series modelling. Neurocomputing 73 (10-12) (2010)
Qi Yu, Yoan Miché, Antti Sorjamaa, Alberto Guillén, Amaury Lendasse, Eric Séverin
OP-KNN: Method and Applications. Adv. Artif. Neural Syst. 2010 (2010)
Alberto Guillén, Luis Javier Herrera, Ginés Rubio, Héctor Pomares, Amaury Lendasse, Ignacio Rojas
New method for instance or prototype selection using mutual information in time series prediction. Neurocomputing 73 (10-12) (2010)
Alberto Guillén, Héctor Pomares, Jesús González, Ignacio Rojas, Olga Valenzuela, Beatriz Prieto
Parallel multiobjective memetic RBFNNs design and feature selection for function approximation problems. Neurocomputing 72 (16-18) (2009)
Alberto Guillén, Antti Sorjamaa, Ginés Rubio, Amaury Lendasse, Ignacio Rojas
Mutual Information Based Initialization of Forward-Backward Search for Feature Selection in Regression Problems. ICANN (1) (2009)
Ginés Rubio, Héctor Pomares, Ignacio Rojas, Alberto Guillén
Creation of Specific-to-Problem Kernel Functions for Function Approximation. IWANN (1) (2009)
Ginés Rubio, Alberto Guillén, Héctor Pomares, Ignacio Rojas, Ben Paechter, Peter Glösekötter, C. I. Torres-Ceballos
Parallelization of the nearest-neighbour search and the cross-validation error evaluation for the kernel weighted k-nn algorithm applied to large data dets in matlab. HPCS (2009)
Alberto Guillén, Antti Sorjamaa, Yoan Miche, Amaury Lendasse, Ignacio Rojas
Efficient Parallel Feature Selection for Steganography Problems. IWANN (1) (2009)
Luis Javier Herrera, Ginés Rubio, Héctor Pomares, Ben Paechter, Alberto Guillén, Ignacio Rojas
Strengthening the Forward Variable Selection Stopping Criterion. ICANN (2) (2009)
Ginés Rubio, Héctor Pomares, Ignacio Rojas, Luis Javier Herrera, Alberto Guillén
Efficient Optimization of the Parameters of LS-SVM for Regression versus Cross-Validation Error. ICANN (2) (2009)
Olga Valenzuela, Ignacio Rojas, Francisco Javier Rojas, Héctor Pomares, José Luis Bernier, Luis Javier Herrera, Alberto Guillén
Intelligent System Based on Genetic Programming for Atrial Fibrillation Classification. Appl. Artif. Intell. 23 (10) (2009)
Alberto Guillén, A. M. Trujillo, Samuel F. Romero, Ginés Rubio, Ignacio Rojas Ruiz, Héctor Pomares, Luis Javier Herrera, José F. Guillén
Risk Factor Identification and Classification of Macrosomic Newborns by Neural Networks. ISDA (2009)
Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Ginés Rubio, José M. Urquiza
Global and Local Modelling in Radial Basis Functions Networks. IWANN (1) (2009)
Alberto Guillén, Luis Javier Herrera, Ginés Rubio, Héctor Pomares, Amaury Lendasse, Ignacio Rojas
Applying Mutual Information for Prototype or Instance Selection in Regression Problems. ESANN (2009)
Olga Valenzuela, Ignacio Rojas, Fernando Rojas, Héctor Pomares, Luis Javier Herrera, Alberto Guillén, Luisa Marquez, Miguel Pasadas
Hybridization of intelligent techniques and ARIMA models for time series prediction. Fuzzy Sets Syst. 159 (7) (2008)
Alberto Guillén, Dusan Sovilj, Amaury Lendasse, Fernando Mateo, Ignacio Rojas
Minimising the delta test for variable selection in regression problems. Int. J. High Perform. Syst. Archit. 1 (4) (2008)
Ignacio Rojas, Olga Valenzuela, Fernando Rojas, Alberto Guillén, Luis Javier Herrera, Héctor Pomares, Luisa Marquez, Miguel Pasadas
Soft-computing techniques and ARMA model for time series prediction. Neurocomputing 71 (4-6) (2008)
Qi Yu, Antti Sorjamaa, Yoan Miche, Amaury Lendasse, Eric Séverin, Alberto Guillén, Fernando Mateo
Optimal Pruned K-Nearest Neighbors: OP-KNN - Application to Financial Modeling. HIS (2008)
Alberto Guillén, Héctor Pomares, Ignacio Rojas, Jesús González, Luis Javier Herrera, Fernando Rojas, Olga Valenzuela
Studying possibility in a clustering algorithm for RBFNN design for function approximation. Neural Comput. Appl. 17 (1) (2008)
Jesús González, Ignacio Rojas, Héctor Pomares, Luis Javier Herrera, Alberto Guillén, José M. Palomares, Fernando Rojas
Improving the accuracy while preserving the interpretability of fuzzy function approximators by means of multi-objective evolutionary algorithms. Int. J. Approx. Reason. 44 (1) (2007)
Alberto Guillén, Ignacio Rojas Ruiz, Jesús González, Héctor Pomares, Luis Javier Herrera
A First Approach to Birth Weight Prediction Using RBFNNs. IWINAC (1) (2007)
Alberto Guillén, Jesús González, Ignacio Rojas, Héctor Pomares, Luis Javier Herrera, Olga Valenzuela, Alberto Prieto
Using fuzzy logic to improve a clustering technique for function approximation. Neurocomputing 70 (16-18) (2007)
Alberto Guillén, Héctor Pomares, Jesús González, Ignacio Rojas, Luis Javier Herrera, Alberto Prieto
Parallel Multi-objective Memetic RBFNNs Design and Feature Selection for Function Approximation Problems. IWANN (2007)
Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Ginés Rubio
On Incorporating Seasonal Information on Recursive Time Series Predictors. ICANN (2) (2007)
Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Jesús González, Mohammed Awad, Ana Herrera
Multigrid-based fuzzy systems for time series prediction: CATS competition. Neurocomputing 70 (13-15) (2007)
Alberto Guillén, Ignacio Rojas, Jesús González, Héctor Pomares, Luis Javier Herrera, Olga Valenzuela, Fernando Rojas
Output value-based initialization for radial basis function neural networks. Neural Process. Lett. 25 (3) (2007)
Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Alberto Prieto, Olga Valenzuela
Recursive prediction for long term time series forecasting using advanced models. Neurocomputing 70 (16-18) (2007)
Alberto Guillén, Ignacio Rojas, Jesús González, Héctor Pomares, Luis Javier Herrera, Ben Paechter
Boosting the Performance of a Multiobjective Algorithm to Design RBFNNs Through Parallelization. ICANNGA (1) (2007)
Alberto Guillén, Jesús González, Ignacio Rojas, Héctor Pomares, Luis Javier Herrera, Francisco Fernández
A New Multiobjective RBFNNs Designer and Feature Selector for a Mineral Reduction Application. FUZZ-IEEE (2007)
Alberto Guillén, Ignacio Rojas, Jesús González, Héctor Pomares, Luis Javier Herrera, Ben Paechter
Improving the Performance of Multi-objective Genetic Algorithm for Function Approximation Through Parallel Islands Specialisation. Australian Conference on Artificial Intelligence (2006)
Alberto Guillén, Ignacio Rojas, Jesús González, Héctor Pomares, Luis Javier Herrera, Alberto Prieto
A Fuzzy-Possibilistic Fuzzy Ruled Clustering Algorithm for RBFNNs Design. RSCTC (2006)
Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Michel Verleysen, Alberto Guillén
Effective Input Variable Selection for Function Approximation. ICANN (1) (2006)
Alberto Guillén, Ignacio Rojas, Jesús González, Héctor Pomares, Luis Javier Herrera, Francisco Fernández
Multiobjective RBFNNs Designer for Function Approximation: An Application for Mineral Reduction. ICNC (1) (2006)
Ignacio Rojas, Héctor Pomares, Jesús González, Luis Javier Herrera, Alberto Guillén, Fernando Rojas Ruiz, Olga Valenzuela
Adaptive fuzzy controller: Application to the control of the temperature of a dynamic room in real time. Fuzzy Sets Syst. 157 (16) (2006)
Alberto Guillén, Ignacio Rojas, Jesús González, Héctor Pomares, Luis Javier Herrera, Alberto Prieto
Supervised RBFNN Centers and Radii Initialization for Function Approximation Problems. IJCNN (2006)
Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Olga Valenzuela, Alberto Prieto
TaSe Model for Long Term Time Series Forecasting. IWANN (2005)
Ginés Rubio, Héctor Pomares, Ignacio Rojas, Alberto Guillén
A Basic Approach to Reduce the Complexity of a Self-generated Fuzzy Rule-Table for Function Approximation by Use of Symbolic Regression in 1D and 2D Cases. IWINAC (2) (2005)
Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Jesús González, Mohammed Awad
Clustering-Based TSK Neuro-fuzzy Model for Function Approximation with Interpretable Sub-models. IWANN (2005)
Mohammed Awad, Héctor Pomares, Luis Javier Herrera, Jesús González, Alberto Guillén, Fernando Rojas
Approximating I/O Data Using Radial Basis Functions: A New Clustering-Based Approach. IWANN (2005)
Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Mohammed Awad, Olga Valenzuela
Analysis of the TaSe-II TSK-Type Fuzzy System for Function Approximation. ECSQARU (2005)
Alberto Guillén, Ignacio Rojas, Jesús González, Héctor Pomares, Luis Javier Herrera, Olga Valenzuela, Alberto Prieto
Improving Clustering Technique for Functional Approximation Problem Using Fuzzy Logic: ICFA Algorithm. IWANN (2005)
Alberto Guillén, Ignacio Rojas, Eduardo Ros, Luis Javier Herrera
Using Fuzzy Clustering Technique for Function Approximation to Approximate ECG Signals. IWINAC (2) (2005)
Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Jesús González
New Technique for Initialization of Centres in TSK Clustering-Based Fuzzy Systems. ECSQARU (2005)
Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Mohammed Awad, Jesús González
Interpretable Rule Extraction and Function Approximation from Numerical Input/Output Data Using the Modified Fuzzy TSK Model, TaSe Model. RSFDGrC (1) (2005)
Alberto Guillén, Ignacio Rojas, Jesús González, Héctor Pomares, Luis Javier Herrera, Olga Valenzuela, Alberto Prieto
A Possibilistic Approach to RBFN Centers Initialization. RSFDGrC (2) (2005)