2008 |
27 | EE | 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 and Systems 159(7): 821-845 (2008) |
26 | EE | 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 Computing and Applications 17(1): 75-89 (2008) |
25 | EE | 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): 519-537 (2008) |
2007 |
24 | | Olga Valenzuela,
Fernando Rojas Ruiz,
Ignacio Rojas Ruiz,
Maria del Mar Cepero,
Francisco Javier Rojas:
A Genetic Programming Approach for Classification of the Spontaneous Termination of Atrial Fibrillation.
BIOCOMP 2007: 296-300 |
23 | EE | 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 Processing Letters 25(3): 209-225 (2007) |
22 | EE | 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): 2853-2860 (2007) |
21 | EE | 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): 2870-2880 (2007) |
2006 |
20 | EE | 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 and Systems 157(16): 2241-2258 (2006) |
2005 |
19 | EE | 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: 613-624 |
18 | EE | Olga Valenzuela,
Ignacio Rojas Ruiz,
Fernando Rojas Ruiz,
Luisa Marquez:
Automatic classification of prostate cancer using pseudo-gaussian radial basis function neural network.
ESANN 2005: 145-150 |
17 | EE | Fernando Rojas,
Carlos García Puntonet,
Juan Manuel Górriz,
Olga Valenzuela:
Assessing the Performance of Several Fitness Functions in a Genetic Algorithm for Nonlinear Separation of Sources.
ICNC (3) 2005: 863-872 |
16 | EE | Luis Javier Herrera,
Héctor Pomares,
Ignacio Rojas,
Alberto Guillén,
Olga Valenzuela,
Alberto Prieto:
TaSe Model for Long Term Time Series Forecasting.
IWANN 2005: 1027-1034 |
15 | EE | Fernando Rojas Ruiz,
Juan Manuel Górriz,
Olga Valenzuela:
Analysis of Variance of Three Contrast Functions in a Genetic Algorithm for Non-linear Blind Source Separation.
IWANN 2005: 1043-1050 |
14 | EE | 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: 272-279 |
13 | EE | 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: 174-183 |
12 | EE | Luis Javier Herrera,
Héctor Pomares,
Ignacio Rojas,
Olga Valenzuela,
Alberto Prieto:
TaSe, a Taylor series-based fuzzy system model that combines interpretability and accuracy.
Fuzzy Sets and Systems 153(3): 403-427 (2005) |
2004 |
11 | EE | Luis Javier Herrera,
Ignacio Rojas Ruiz,
Héctor Pomares,
Olga Valenzuela,
Jesús González,
Mohammed Awad:
MultiGrid-Based Fuzzy Systems for Time Series: Forecasting: Overcoming the curse of dimensionality.
ESANN 2004: 127-132 |
10 | EE | Luis Javier Herrera,
Héctor Pomares,
Ignacio Rojas,
Olga Valenzuela,
Mohammed Awad:
MultiGrid-Based Fuzzy Systems for Function Approximation.
MICAI 2004: 252-261 |
9 | EE | Ignacio Rojas,
Fernando Rojas,
Héctor Pomares,
Luis Javier Herrera,
Jesús González,
Olga Valenzuela:
The Synergy between Classical and Soft-Computing Techniques for Time Series Prediction.
MICAI 2004: 30-39 |
8 | EE | Luis Javier Herrera,
Héctor Pomares,
Ignacio Rojas,
Jesús González,
Olga Valenzuela:
Function Approximation through Fuzzy Systems Using Taylor Series Expansion-Based Rules: Interpretability and Parameter Tuning.
MICAI 2004: 508-516 |
2003 |
7 | EE | Olga Valenzuela,
Lozano Márquez,
Miguel Pasadas,
Ignacio Rojas,
Manuel Rodríguez,
Fernando Rojas:
Analysis of the Functional Block and Operator Involved in Fuzzy System Design.
CAEPIA 2003: 157-166 |
6 | EE | Ignacio Rojas,
Fernando Rojas,
Olga Valenzuela,
Alberto Prieto:
The Synergy of GA and Fuzzy Systems for Multidimensional Problem: Application to Time Series Prediction.
CAEPIA 2003: 566-576 |
5 | EE | Olga Valenzuela,
Ignacio Rojas,
Fernando Rojas:
Sequential Learning Algorithm of Neural Networks Systems for Time Series.
KI 2003: 327-341 |
4 | EE | Olga Valenzuela,
Ignacio Rojas,
Fernando Rojas:
Statistical Analysis of the Different Operator Involved in the Fuzzy Inference Process.
WILF 2003: 63-71 |
1998 |
3 | EE | Ignacio Rojas Ruiz,
Mancia Anguita,
Eduardo Ros Vidal,
Héctor Pomares,
Olga Valenzuela,
Alberto Prieto:
What are the main factors involved in the design of a Radial Basis Function Network?
ESANN 1998: 1-6 |
2 | EE | Ignacio Rojas,
Olga Valenzuela,
Mancia Anguita,
Alberto Prieto:
Analysis of the operators involved in the definition of the implication functions and in the fuzzy inference process.
Int. J. Approx. Reasoning 19(3-4): 367-389 (1998) |
1997 |
1 | | Ignacio Rojas,
Olga Valenzuela,
Alberto Prieto:
Statistical Analysis of the Main Parameters in the Definition of Radial Bases Function Networks.
IWANN 1997: 882-891 |