Fernando J. Corbacho

Publication Activity (10 Years)

Years Active: 1993-2019
Publications (10 Years): 2

Top Topics

Adaptive Behavior

Decision Function

Top Venues

Algorithmic Finance

Publications

Fernando J. Corbacho
Towards Self-constructive Artificial Intelligence: Algorithmic basis (Part I). CoRR (2019)
Fernando J. Corbacho
Towards the Self-constructive Brain: emergence of adaptive behavior. CoRR (2016)
Ramón Huerta, Fernando J. Corbacho, Charles Elkan
Nonlinear support vector machines can systematically identify stocks with high and low future returns. Algorithmic Finance 2 (1) (2013)
Luis Fernando Lago-Fernández, Manuel A. Sánchez-Montañés, Fernando J. Corbacho
The effect of low number of points in clustering validation via the negentropy increment. Neurocomputing 74 (16) (2011)
Luis Fernando Lago-Fernández, Fernando J. Corbacho
Normality-based validation for crisp clustering. Pattern Recognit. 43 (3) (2010)
Luis Fernando Lago-Fernández, Fernando J. Corbacho
Using the Negentropy Increment to Determine the Number of Clusters. IWANN (1) (2009)
Luis Fernando Lago-Fernández, Manuel A. Sánchez-Montañés, Fernando J. Corbacho
Fuzzy Cluster Validation Using the Partition Negentropy Criterion. ICANN (2) (2009)
Philip Hoelgaard, Ángel Valle, Fernando J. Corbacho
Behavioural Modeling by Clustering Based on Utility Measures. IWINAC (2) (2007)
Manuel del Valle, Luis Fernando Lago-Fernández, Fernando J. Corbacho
Evolutionary Search of Optimal Features. IDEAL (2006)
Manuel del Valle, Beatriz Sánchez, Luis Fernando Lago-Fernández, Fernando J. Corbacho
Feature Discovery in Classification Problems. IDA (2005)
Manuel del Valle, Beatriz Sánchez, Luis Fernando Lago-Fernández, Fernando J. Corbacho
Towards a Methodology to Search for Near-Optimal Representations in Classification Problems. IWINAC (2) (2005)
Fernando J. Corbacho, Kiisa C. Nishikawa, Ananda Weerasuriya, Jim-Shih Liaw, Michael A. Arbib
Schema-based learning of adaptable and flexible prey-catching in anurans I. The basic architecture. Biol. Cybern. 93 (6) (2005)
Fernando J. Corbacho, Kiisa C. Nishikawa, Ananda Weerasuriya, Jim-Shih Liaw, Michael A. Arbib
Schema-based learning of adaptable and flexible prey- catching in anurans II. Learning after lesioning. Biol. Cybern. 93 (6) (2005)
Manuel A. Sánchez-Montañés, Fernando J. Corbacho
A new information processing measure for adaptive complex systems. IEEE Trans. Neural Networks 15 (4) (2004)
Carlos Aguirre, Fernando J. Corbacho, Ramón Huerta
Static and Dynamic Properties of Small-world Connection Topologies Based on Transit-stub Networks. Complex Syst. 14 (1) (2003)
Carlos Aguirre, Ramón Huerta, Fernando J. Corbacho, Pedro Pascual
Analysis of Biologically Inspired Small-World Networks. ICANN (2002)
Luis Fernando Lago-Fernández, Fernando J. Corbacho
Optimal Extraction of Hidden Causes. ICANN (2002)
Alejandro Sierra, Fernando J. Corbacho
Input and Output Feature Selection. ICANN (2002)
Manuel A. Sánchez-Montañés, Fernando J. Corbacho
Towards a New Information Processing Measure for Neural Computation. ICANN (2002)
Alejandro Sierra, José A. Macías, Fernando J. Corbacho
Evolution of functional link networks. IEEE Trans. Evol. Comput. 5 (1) (2001)
Luis Fernando Lago-Fernández, Manuel A. Sánchez-Montañés, Fernando J. Corbacho
A biologically inspired visual system for an autonomous robot. Neurocomputing (2001)
Manuel A. Sánchez-Montañés, Fernando J. Corbacho, Paul F. M. J. Verschure, Juan A. Sigüenza
A biologically plausible model for the development of selective microcircuits in striate cortex. Neurocomputing (2001)
Luis Fernando Lago-Fernández, Fernando J. Corbacho, Ramón Huerta
Connection topology dependence of synchronization of neural assemblies on class 1 and 2 excitability. Neural Networks 14 (6-7) (2001)
Carlos Aguirre, Fernando J. Corbacho, Ramón Huerta
A Realistic Substrate for Small-World Networks Modelling. DEXA Workshop (2001)
Carlos Aguirre, J. Martínez-Muñoz, Fernando J. Corbacho, Ramón Huerta
Small-World Topology for Multi-Agent Collaboration. DEXA Workshop (2000)
José Antonio Macías, Alejandro Sierra, Fernando J. Corbacho
Evolving and assembling functional link networks. CEC (2000)
Ramón Huerta, Manuel A. Sánchez-Montañés, Fernando J. Corbacho, Juan A. Sigüenza
A Central pattern generator to control a pyloric-based system. Biol. Cybern. 82 (1) (2000)
Alejandro Sierra, Fernando J. Corbacho
Reclassification as Supervised Clustering. Neural Comput. 12 (11) (2000)
Manuel A. Sánchez-Montañés, Fernando J. Corbacho, Juan A. Sigüenza
Development of Directionally Selective Microcircuits in Striate Cortex. IWANN (1) (1999)
Alex Guazzelli, Mihail Bota, Fernando J. Corbacho, Michael A. Arbib
Affordances. Motivations, and the World Graph Theory. Adapt. Behav. 6 (3-4) (1998)
Fernando J. Corbacho
Schema-Based Learning. Artif. Intell. 101 (1-2) (1998)
Fernando J. Corbacho, Michael A. Arbib
Schema-Based Learning: Towards a Theory of Organization for Biologically-inspired Autonomous Agents. Agents (1997)
Fernando J. Corbacho, Michael A. Arbib
Schema-Based Learning: Biologically Inspired Principles of Dynamic Organization. IWANN (1997)
Fernando J. Corbacho, Michael A. Arbib
Learning to Detour. Adapt. Behav. 3 (4) (1995)
Fernando J. Corbacho, Michael A. Arbib
Schema Based Learning & Learning to Detour. IWANN (1995)
Fernando J. Corbacho, Michael A. Arbib
Integrated Learning in Rana Computatrix. IWANN (1993)