Fernando J. Corbacho

39 papers B 2C 5Misc 3Journal 20Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Working Paper: Towards a Category-theoretic Comparative Framework for Artificial General Intelligence. CoRR Pablo de los Riscos, Fernando J. Corbacho, Michael A. Arbib
2024	—	`conf`	Active Causal Structure Learning with Latent Variables: Towards Learning to Detour in Autonomous Robots. ICAI (2) Pablo de los Riscos, Fernando J. Corbacho
2024	J	`jnl`	Active Causal Structure Learning with Latent Variables: Towards Learning to Detour in Autonomous Robots. CoRR Pablo de los Riscos, Fernando J. Corbacho
2019	J	`jnl`	Towards Self-constructive Artificial Intelligence: Algorithmic basis (Part I). CoRR Fernando J. Corbacho
2016	J	`jnl`	Towards the Self-constructive Brain: emergence of adaptive behavior. CoRR Fernando J. Corbacho
2013	J	`jnl`	Nonlinear support vector machines can systematically identify stocks with high and low future returns. Algorithmic Finance Ramón Huerta, Fernando J. Corbacho, Charles Elkan
2011	J	`jnl`	The effect of low number of points in clustering validation via the negentropy increment. Neurocomputing Luis Fernando Lago-Fernández, Manuel A. Sánchez-Montañés, Fernando J. Corbacho
2010	J	`jnl`	Normality-based validation for crisp clustering. Pattern Recognit. Luis Fernando Lago-Fernández, Fernando J. Corbacho
2009	—	`conf`	Fuzzy Cluster Validation Using the Partition Negentropy Criterion. ICANN (2) Luis Fernando Lago-Fernández, Manuel A. Sánchez-Montañés, Fernando J. Corbacho
2009	—	`conf`	Using the Negentropy Increment to Determine the Number of Clusters. IWANN (1) Luis Fernando Lago-Fernández, Fernando J. Corbacho
2007	—	`conf`	Behavioural Modeling by Clustering Based on Utility Measures. IWINAC (2) Philip Hoelgaard, Ángel Valle, Fernando J. Corbacho
2006	C	`conf`	Evolutionary Search of Optimal Features. IDEAL Manuel del Valle, Luis Fernando Lago-Fernández, Fernando J. Corbacho
2005	B	`conf`	Feature Discovery in Classification Problems. IDA Manuel del Valle, Beatriz Sánchez, Luis Fernando Lago-Fernández, Fernando J. Corbacho
2005	J	`jnl`	Schema-based learning of adaptable and flexible prey- catching in anurans II. Learning after lesioning. Biol. Cybern. Fernando J. Corbacho, Kiisa C. Nishikawa, Ananda Weerasuriya, Jim-Shih Liaw, Michael A. Arbib
2005	J	`jnl`	Schema-based learning of adaptable and flexible prey-catching in anurans I. The basic architecture. Biol. Cybern. Fernando J. Corbacho, Kiisa C. Nishikawa, Ananda Weerasuriya, Jim-Shih Liaw, Michael A. Arbib
2005	—	`conf`	Towards a Methodology to Search for Near-Optimal Representations in Classification Problems. IWINAC (2) Manuel del Valle, Beatriz Sánchez, Luis Fernando Lago-Fernández, Fernando J. Corbacho
2004	J	`jnl`	A new information processing measure for adaptive complex systems. IEEE Trans. Neural Networks Manuel A. Sánchez-Montañés, Fernando J. Corbacho
2003	J	`jnl`	Static and Dynamic Properties of Small-world Connection Topologies Based on Transit-stub Networks. Complex Syst. Carlos Aguirre, Fernando J. Corbacho, Ramón Huerta
2002	C	`conf`	Analysis of Biologically Inspired Small-World Networks. ICANN Carlos Aguirre, Ramón Huerta, Fernando J. Corbacho, Pedro Pascual
2002	C	`conf`	Input and Output Feature Selection. ICANN Alejandro Sierra, Fernando J. Corbacho
2002	C	`conf`	Optimal Extraction of Hidden Causes. ICANN Luis Fernando Lago-Fernández, Fernando J. Corbacho
2002	C	`conf`	Towards a New Information Processing Measure for Neural Computation. ICANN Manuel A. Sánchez-Montañés, Fernando J. Corbacho
2001	—	`conf`	A Realistic Substrate for Small-World Networks Modelling. DEXA Workshop Carlos Aguirre, Fernando J. Corbacho, Ramón Huerta
2001	J	`jnl`	A biologically inspired visual system for an autonomous robot. Neurocomputing Luis Fernando Lago-Fernández, Manuel A. Sánchez-Montañés, Fernando J. Corbacho
2001	J	`jnl`	A biologically plausible model for the development of selective microcircuits in striate cortex. Neurocomputing Manuel A. Sánchez-Montañés, Fernando J. Corbacho, Paul F. M. J. Verschure, Juan A. Sigüenza
2001	J	`jnl`	Connection topology dependence of synchronization of neural assemblies on class 1 and 2 excitability. Neural Networks Luis Fernando Lago-Fernández, Fernando J. Corbacho, Ramón Huerta
2001	J	`jnl`	Evolution of functional link networks. IEEE Trans. Evol. Comput. Alejandro Sierra, José A. Macías, Fernando J. Corbacho
2000	J	`jnl`	A Central pattern generator to control a pyloric-based system. Biol. Cybern. Ramón Huerta, Manuel A. Sánchez-Montañés, Fernando J. Corbacho, Juan A. Sigüenza
2000	B	`conf`	Evolving and assembling functional link networks. CEC José Antonio Macías, Alejandro Sierra, Fernando J. Corbacho
2000	J	`jnl`	Reclassification as Supervised Clustering. Neural Comput. Alejandro Sierra, Fernando J. Corbacho
2000	—	`conf`	Small-World Topology for Multi-Agent Collaboration. DEXA Workshop Carlos Aguirre, J. Martínez-Muñoz, Fernando J. Corbacho, Ramón Huerta
1999	—	`conf`	Development of Directionally Selective Microcircuits in Striate Cortex. IWANN (1) Manuel A. Sánchez-Montañés, Fernando J. Corbacho, Juan A. Sigüenza
1998	J	`jnl`	Affordances. Motivations, and the World Graph Theory. Adapt. Behav. Alex Guazzelli, Mihail Bota, Fernando J. Corbacho, Michael A. Arbib
1998	J	`jnl`	Schema-Based Learning. Artif. Intell. Fernando J. Corbacho
1997	Misc	`conf`	Schema-Based Learning: Biologically Inspired Principles of Dynamic Organization. IWANN Fernando J. Corbacho, Michael A. Arbib
1997	—	`conf`	Schema-Based Learning: Towards a Theory of Organization for Biologically-inspired Autonomous Agents. Agents Fernando J. Corbacho, Michael A. Arbib
1995	J	`jnl`	Learning to Detour. Adapt. Behav. Fernando J. Corbacho, Michael A. Arbib
1995	Misc	`conf`	Schema Based Learning & Learning to Detour. IWANN Fernando J. Corbacho, Michael A. Arbib
1993	Misc	`conf`	Integrated Learning in Rana Computatrix. IWANN Fernando J. Corbacho, Michael A. Arbib