Alberto Guilln
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
38
Venues
10
Active years
2005–2022
Best venue rank
National
Where they publish
Papers
38 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2022 | HCI | Exploring the Role of Chatbots and Messaging Applications in Higher Education: A Teacher's Perspective. | Juan Julin Merelo, Pedro A. Castillo, Antonio Mora Garca, Francisco Barranco, Noorhan Abbas, Alberto Guilln, Olia E. Tsivitanidou |
| 2021 | HCI | Studying How to Apply Chatbots Technology in Higher-Education: First Results and Future Strategies. | Antonio Miguel Mora, Alberto Guilln, Francisco Barranco, Pedro A. Castillo, Juan Julin Merelo Guervs |
| 2019 | IWANN | Improving Wearable Activity Recognition via Fusion of Multiple Equally-Sized Data Subwindows. | Oresti Banos, Juan Manuel Galvez, Miguel Damas, Alberto Guilln, Luis Javier Herrera, Hctor Pomares, Ignacio Rojas, Claudia Villalonga |
| 2019 | IWANN | Improving Classification of Ultra-High Energy Cosmic Rays Using Spacial Locality by Means of a Convolutional DNN. | Francisco Carrillo-Perez, Luis Javier Herrera, Juan Miguel Carceller, Alberto Guilln |
| 2017 | IWANN | Deep Learning Using EEG Data in Time and Frequency Domains for Sleep Stage Classification. | Mart Manzano, Alberto Guilln, Ignacio Rojas, Luis Javier Herrera |
| 2015 | IWANN | Multiwindow Fusion for Wearable Activity Recognition. | Oresti Baos, Juan Manuel Galvez, Miguel Damas, Alberto Guilln, Luis Javier Herrera, Hctor Pomares, Ignacio Rojas Ruiz, Claudia Villalonga, Choong Seon Hong, Sungyoung Lee |
| 2015 | IWANN | Performing Variable Selection by Multiobjective Criterion: An Application to Mobile Payment. | Alberto Guilln, Luis Javier Herrera, Francisco J. Libana-Cabanillas, Oresti Baos, Ignacio Rojas |
| 2015 | IWANN | Modeling the EUR/USD Index Using LS-SVM and Performing Variable Selection. | Luis Javier Herrera, Alberto Guilln, Rubn Martnez, Carlos Garca, Hctor Pomares, Oresti Baos, Ignacio Rojas Ruiz |
| 2013 | ISDA | Color Fuzzy Set Design for dental applications. | Luis Javier Herrera, Oscar E. Pecho, Razvan Ghinea, Ignacio Rojas Ruiz, Hctor Pomares, Alberto Guilln, Ana Maria Ionescu, Juan de la Cruz Cardona, R. Pulgar, Maria del Mar Prez |
| 2013 | IWANN | A New Method for BCI Spelling Using a 7 Segments Display. | N. Galea-Sevilla, Miriam Espaa, Alberto Guilln, Ignacio Rojas |
| 2013 | IWANN | Parametric and Non-parametric Feature Selection for Kidney Transplants. | Raimundo Garcia-del-Moral, Alberto Guilln, Luis Javier Herrera, Antonio Caas, Ignacio Rojas |
| 2013 | IWANN | Sleep Stage Classification Using Advanced Intelligent Methods. | Jos Manuel Snchez Pascualvaca, Carlos M. Fernandes, Alberto Guilln, Antonio Miguel Mora, Rogerio Largo, Agostinho C. Rosa, Luis Javier Herrera |
| 2011 | ISDA | Symbolic representation of the EEG for sleep stage classification. | Luis Javier Herrera, Antonio Miguel Mora, Carlos M. Fernandes, Daria Migotina, Alberto Guilln, Agostinho C. Rosa |
| 2011 | IWANN | Variable Selection in a GPU Cluster Using Delta Test. | Alberto Guilln, Mark van Heeswijk, Dusan Sovilj, Maribel Garca Arenas, Luis Javier Herrera, Hctor Pomares, Ignacio Rojas |
| 2010 | IJCNN | Predicting marital dissolutions using radial basis function neural networks. | Alberto Guilln, Carlos Tovar, Luis Javier Herrera, Hctor Pomares, Jess Gonzlez, Jos F. Guilln, Ignacio Rojas |
| 2009 | ESANN | Applying Mutual Information for Prototype or Instance Selection in Regression Problems. | Alberto Guilln, Luis Javier Herrera, Gins Rubio, Hctor Pomares, Amaury Lendasse, Ignacio Rojas |
| 2009 | ICANN | Mutual Information Based Initialization of Forward-Backward Search for Feature Selection in Regression Problems. | Alberto Guilln, Antti Sorjamaa, Gins Rubio, Amaury Lendasse, Ignacio Rojas |
| 2009 | ICANN | Strengthening the Forward Variable Selection Stopping Criterion. | Luis Javier Herrera, Gins Rubio, Hctor Pomares, Ben Paechter, Alberto Guilln, Ignacio Rojas |
| 2009 | ICANN | Efficient Optimization of the Parameters of LS-SVM for Regression versus Cross-Validation Error. | Gins Rubio, Hctor Pomares, Ignacio Rojas, Luis Javier Herrera, Alberto Guilln |
| 2009 | ISDA | Risk Factor Identification and Classification of Macrosomic Newborns by Neural Networks. | Alberto Guilln, A. M. Trujillo, Samuel F. Romero, Gins Rubio, Ignacio Rojas Ruiz, Hctor Pomares, Luis Javier Herrera, Jos F. Guilln |
| 2009 | IWANN | Efficient Parallel Feature Selection for Steganography Problems. | Alberto Guilln, Antti Sorjamaa, Yoan Miche, Amaury Lendasse, Ignacio Rojas |
| 2009 | IWANN | Global and Local Modelling in Radial Basis Functions Networks. | Luis Javier Herrera, Hctor Pomares, Ignacio Rojas, Alberto Guilln, Gins Rubio, Jos M. Urquiza |
| 2009 | IWANN | Creation of Specific-to-Problem Kernel Functions for Function Approximation. | Gins Rubio, Hctor Pomares, Ignacio Rojas, Alberto Guilln |
| 2008 | HIS | Optimal Pruned K-Nearest Neighbors: OP-KNN - Application to Financial Modeling. | Qi Yu, Antti Sorjamaa, Yoan Miche, Amaury Lendasse, Eric Sverin, Alberto Guilln, Fernando Mateo |
| 2007 | ICANN | On Incorporating Seasonal Information on Recursive Time Series Predictors. | Luis Javier Herrera, Hctor Pomares, Ignacio Rojas, Alberto Guilln, Gins Rubio |
| 2007 | IWANN | Parallel Multi-objective Memetic RBFNNs Design and Feature Selection for Function Approximation Problems. | Alberto Guilln, Hctor Pomares, Jess Gonzlez, Ignacio Rojas, Luis Javier Herrera, Alberto Prieto |
| 2007 | IWINAC | A First Approach to Birth Weight Prediction Using RBFNNs. | Alberto Guilln, Ignacio Rojas Ruiz, Jess Gonzlez, Hctor Pomares, Luis Javier Herrera |
| 2006 | ICANN | Effective Input Variable Selection for Function Approximation. | Luis Javier Herrera, Hctor Pomares, Ignacio Rojas, Michel Verleysen, Alberto Guilln |
| 2006 | ICNC | Multiobjective RBFNNs Designer for Function Approximation: An Application for Mineral Reduction. | Alberto Guilln, Ignacio Rojas, Jess Gonzlez, Hctor Pomares, Luis Javier Herrera, Francisco Fernndez |
| 2006 | IJCNN | Supervised RBFNN Centers and Radii Initialization for Function Approximation Problems. | Alberto Guilln, Ignacio Rojas, Jess Gonzlez, Hctor Pomares, Luis Javier Herrera, Alberto Prieto |
| 2005 | ECSQARU | Analysis of the TaSe-II TSK-Type Fuzzy System for Function Approximation. | Luis Javier Herrera, Hctor Pomares, Ignacio Rojas, Alberto Guilln, Mohammed Awad, Olga Valenzuela |
| 2005 | ECSQARU | New Technique for Initialization of Centres in TSK Clustering-Based Fuzzy Systems. | Luis Javier Herrera, Hctor Pomares, Ignacio Rojas, Alberto Guilln, Jess Gonzlez |
| 2005 | IWANN | Approximating I/O Data Using Radial Basis Functions: A New Clustering-Based Approach. | Mohammed Awad, Hctor Pomares, Luis Javier Herrera, Jess Gonzlez, Alberto Guilln, Fernando Rojas |
| 2005 | IWANN | Improving Clustering Technique for Functional Approximation Problem Using Fuzzy Logic: ICFA Algorithm. | Alberto Guilln, Ignacio Rojas, Jess Gonzlez, Hctor Pomares, Luis Javier Herrera, Olga Valenzuela, Alberto Prieto |
| 2005 | IWANN | Clustering-Based TSK Neuro-fuzzy Model for Function Approximation with Interpretable Sub-models. | Luis Javier Herrera, Hctor Pomares, Ignacio Rojas, Alberto Guilln, Jess Gonzlez, Mohammed Awad |
| 2005 | IWANN | TaSe Model for Long Term Time Series Forecasting. | Luis Javier Herrera, Hctor Pomares, Ignacio Rojas, Alberto Guilln, Olga Valenzuela, Alberto Prieto |
| 2005 | IWINAC | Using Fuzzy Clustering Technique for Function Approximation to Approximate ECG Signals. | Alberto Guilln, Ignacio Rojas, Eduardo Ros, Luis Javier Herrera |
| 2005 | IWINAC | 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. | Gins Rubio, Hctor Pomares, Ignacio Rojas, Alberto Guilln |