Machine Intelligence Research Labs (MIR Labs) - Global Network for Innovation and Research Excellence

Pedro Antonio Gutiérrez
University Of Córdoba, Córdoba
Regular Member
Personal Web Site:
Main page: http://www.mirlabs.net/global/index.php?c=main&a=person&id=662
Short Biography
Pedro Antonio Gutiérrez was born in Córdoba, Spain. He received the B.S. degree in computer science from the University of Sevilla, Spain, in 2006, and the Ph.D. degree in computer science and artificial intelligence from the University of Granada, Spain, in 2009. He is currently an Assistant Professor in the Department of Computer Science and Numerical Analysis, University of Córdoba. His current research interests include neural networks and their applications, evolutionary computation, and hybrid algorithms.
List of top 5 publications in the last 5 years
P. A. Gutiérrez, C. Hervás-Martínez and F. J. Martínez-Estudillo. "Logistic Regression by Means of Evolutionary Radial Basis Function Neural Networks", IEEE Transacctions on Neural Networks, Vol. 22. 2011, pp. 246-263. P. A. Gutiérrez, C. Hervás-Martínez and M. Lozano. "Designing Multilayer Perceptrons using a Guided Saw-tooth Evolutionary Programming Algorithm", Soft Computing, Vol. 14. 2010, pp. 599-613. F. Fernandez-Navarro, C. Hervás-Martínez and P. A. Gutiérrez. "A dynamic over-sampling procedure based on sensitivity for multi-class problems",Pattern Recognition, Vol. 44. 2011, pp. 1821–1833. J. C. Fernandez-Caballero, F. J. Martínez-Estudillo, C. Hervás-Martínez andP. A. Gutiérrez. "Sensitivity Versus Accuracy in Multiclass Problems Using Memetic Pareto Evolutionary Neural Networks", IEEE Transacctions on Neural Networks, Vol. 21. 2010, pp. 750-770. P. A. Gutiérrez et al. "Hybridizing logistic regression with product unit and RBF networks for accurate detection and prediction of banking crises",OMEGA - The International Journal of Management Science, Vol. 38. 2010, pp. 333-344.
List of top 5 academic activities during the last 5 years
Organization of the workshop “I International Workshop On Hybrid Learning For Neural Networks: Architecture And Applications, HANN08” as part of the conference "8th International Conference on Hybrid Intelligent Systems (HIS08)" (IEEE). Organization of the workshop “II International Workshop On Hybrid Learning For Neural Networks: Architecture And Applications, HANN09” as part of the conference "9th International Conference on Intelligent Systems Design And Applications (ISDA09)" (IEEE). Organization of the "Special Session on Ordinal Regression", as part of the conference "11th International Conference on Intelligent Systems Design And Applications (ISDA11)" (IEEE). Web chair of the conference "11th International Conference on Intelligent Systems Design And Applications (ISDA11)" (IEEE). Organization of the "Special Session on Reservoir Computation”, as part of the conference IEEE World Conference on Computational Intelligence 2010 (WCCI2010).