Fernando J. Corbacho

According to our database, Fernando J. Corbacho authored at least 36 papers between 1993 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2019

Towards Self-constructive Artificial Intelligence: Algorithmic basis (Part I).

Fernando J. Corbacho

CoRR, 2019

2016

Towards the Self-constructive Brain: emergence of adaptive behavior.

Fernando J. Corbacho

CoRR, 2016

2013

Nonlinear support vector machines can systematically identify stocks with high and low future returns.

Ramón Huerta, Fernando J. Corbacho, Charles Elkan

Algorithmic Finance, 2013

2011

The effect of low number of points in clustering validation via the negentropy increment.

Luis Fernando Lago-Fernández, Manuel A. Sánchez-Montañés, Fernando J. Corbacho

Neurocomputing, 2011

2010

Normality-based validation for crisp clustering.

Luis Fernando Lago-Fernández, Fernando J. Corbacho

Pattern Recognit., 2010

2009

Using the Negentropy Increment to Determine the Number of Clusters.

Luis Fernando Lago-Fernández, Fernando J. Corbacho

Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009

Fuzzy Cluster Validation Using the Partition Negentropy Criterion.

Luis Fernando Lago-Fernández, Manuel A. Sánchez-Montañés, Fernando J. Corbacho

Proceedings of the Artificial Neural Networks, 2009

2007

Behavioural Modeling by Clustering Based on Utility Measures.

Philip Hoelgaard, Ángel Valle, Fernando J. Corbacho

Proceedings of the Nature Inspired Problem-Solving Methods in Knowledge Engineering, 2007

2006

Evolutionary Search of Optimal Features.

Manuel del Valle, Luis Fernando Lago-Fernández, Fernando J. Corbacho

Proceedings of the Intelligent Data Engineering and Automated Learning, 2006

2005

Schema-based learning of adaptable and flexible prey- catching in anurans II. Learning after lesioning.

Fernando J. Corbacho, Kiisa C. Nishikawa, Ananda Weerasuriya, Jim-Shih Liaw, Michael A. Arbib

Biol. Cybern., 2005

Schema-based learning of adaptable and flexible prey-catching in anurans I. The basic architecture.

Fernando J. Corbacho, Kiisa C. Nishikawa, Ananda Weerasuriya, Jim-Shih Liaw, Michael A. Arbib

Biol. Cybern., 2005

Towards a Methodology to Search for Near-Optimal Representations in Classification Problems.

Manuel del Valle, Beatriz Sánchez, Luis Fernando Lago-Fernández, Fernando J. Corbacho

Proceedings of the Artificial Intelligence and Knowledge Engineering Applications: A Bioinspired Approach: First International Work-Conference on the Interplay Between Natural and Artificial Computation, 2005

Feature Discovery in Classification Problems.

Manuel del Valle, Beatriz Sánchez, Luis Fernando Lago-Fernández, Fernando J. Corbacho

Proceedings of the Advances in Intelligent Data Analysis VI, 2005

2004

A new information processing measure for adaptive complex systems.

Manuel A. Sánchez-Montañés, Fernando J. Corbacho

IEEE Trans. Neural Networks, 2004

2003

Static and Dynamic Properties of Small-world Connection Topologies Based on Transit-stub Networks.

Carlos Aguirre, Fernando J. Corbacho, Ramón Huerta

Complex Syst., 2003

2002

Input and Output Feature Selection.

Alejandro Sierra, Fernando J. Corbacho

Proceedings of the Artificial Neural Networks, 2002

Towards a New Information Processing Measure for Neural Computation.

Manuel A. Sánchez-Montañés, Fernando J. Corbacho

Proceedings of the Artificial Neural Networks, 2002

Optimal Extraction of Hidden Causes.

Luis Fernando Lago-Fernández, Fernando J. Corbacho

Proceedings of the Artificial Neural Networks, 2002

Analysis of Biologically Inspired Small-World Networks.

Carlos Aguirre, Ramón Huerta, Fernando J. Corbacho, Pedro Pascual

Proceedings of the Artificial Neural Networks, 2002

2001

Evolution of functional link networks.

Alejandro Sierra, José A. Macías, Fernando J. Corbacho

IEEE Trans. Evol. Comput., 2001

Connection topology dependence of synchronization of neural assemblies on class 1 and 2 excitability.

Luis Fernando Lago-Fernández, Fernando J. Corbacho, Ramón Huerta

Neural Networks, 2001

A biologically plausible model for the development of selective microcircuits in striate cortex.

Manuel A. Sánchez-Montañés, Fernando J. Corbacho, Paul F. M. J. Verschure, Juan A. Sigüenza

Neurocomputing, 2001

A biologically inspired visual system for an autonomous robot.

Luis Fernando Lago-Fernández, Manuel A. Sánchez-Montañés, Fernando J. Corbacho

Neurocomputing, 2001

A Realistic Substrate for Small-World Networks Modelling.

Carlos Aguirre, Fernando J. Corbacho, Ramón Huerta

Proceedings of the 12th International Workshop on Database and Expert Systems Applications (DEXA 2001), 2001

2000

Reclassification as Supervised Clustering.

Alejandro Sierra, Fernando J. Corbacho

Neural Comput., 2000

A Central pattern generator to control a pyloric-based system.

Ramón Huerta, Manuel A. Sánchez-Montañés, Fernando J. Corbacho, Juan A. Sigüenza

Biol. Cybern., 2000

Small-World Topology for Multi-Agent Collaboration.

Carlos Aguirre, J. Martínez-Muñoz, Fernando J. Corbacho, Ramón Huerta

Proceedings of the 11th International Workshop on Database and Expert Systems Applications (DEXA'00), 2000

Evolving and assembling functional link networks.

José Antonio Macías, Alejandro Sierra, Fernando J. Corbacho

Proceedings of the 2000 Congress on Evolutionary Computation, 2000

1999

Development of Directionally Selective Microcircuits in Striate Cortex.

Manuel A. Sánchez-Montañés, Fernando J. Corbacho, Juan A. Sigüenza

Proceedings of the Foundations and Tools for Neural Modeling, 1999

1998

Schema-Based Learning.

Fernando J. Corbacho

Artif. Intell., 1998

Affordances. Motivations, and the World Graph Theory.

Alex Guazzelli, Mihail Bota, Fernando J. Corbacho, Michael A. Arbib

Adapt. Behav., 1998

1997

Schema-Based Learning: Biologically Inspired Principles of Dynamic Organization.

Fernando J. Corbacho, Michael A. Arbib

Proceedings of the Biological and Artificial Computation: From Neuroscience to Technology, 1997

Schema-Based Learning: Towards a Theory of Organization for Biologically-inspired Autonomous Agents.

Fernando J. Corbacho, Michael A. Arbib

Proceedings of the First International Conference on Autonomous Agents, 1997

1995

Learning to Detour.

Fernando J. Corbacho, Michael A. Arbib

Adapt. Behav., 1995

Schema Based Learning & Learning to Detour.

Fernando J. Corbacho, Michael A. Arbib

Proceedings of the From Natural to Artificial Neural Computation, 1995

1993

Integrated Learning in Rana Computatrix.

Fernando J. Corbacho, Michael A. Arbib

Proceedings of the New Trends in Neural Computation, 1993