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ORCIDFernando J. Corbacho
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Journal Articles
- 2013
[j16]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): 45-58 (2013)- 2011
- [j15]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): 2657-2664 (2011) - 2010
- [j14]Luis Fernando Lago-Fernández, Fernando J. Corbacho:
Normality-based validation for crisp clustering. Pattern Recognit. 43(3): 782-795 (2010) - 2005
- [j13]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): 391-409 (2005) - [j12]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): 410-425 (2005) - 2004
- [j11]Manuel A. Sánchez-Montañés, Fernando J. Corbacho:
A new information processing measure for adaptive complex systems. IEEE Trans. Neural Networks 15(4): 917-927 (2004) - 2003
- [j10]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) - 2001
- [j9]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 38-40: 851-857 (2001) - [j8]Luis Fernando Lago-Fernández, Manuel A. Sánchez-Montañés, Fernando J. Corbacho:
A biologically inspired visual system for an autonomous robot. Neurocomputing 38-40: 1385-1391 (2001) - [j7]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): 687-696 (2001) - [j6]Alejandro Sierra, José A. Macías, Fernando J. Corbacho:
Evolution of functional link networks. IEEE Trans. Evol. Comput. 5(1): 54-65 (2001) - 2000
- [j5]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): 85-94 (2000) - [j4]Alejandro Sierra, Fernando J. Corbacho:
Reclassification as Supervised Clustering. Neural Comput. 12(11): 2537-2546 (2000) - 1998
- [j3]Alex Guazzelli, Mihail Bota, Fernando J. Corbacho, Michael A. Arbib:
Affordances. Motivations, and the World Graph Theory. Adapt. Behav. 6(3-4): 435-471 (1998) - [j2]Fernando J. Corbacho:
Schema-Based Learning. Artif. Intell. 101(1-2): 337-339 (1998) - 1995
- [j1]Fernando J. Corbacho, Michael A. Arbib:
Learning to Detour. Adapt. Behav. 3(4): 419-468 (1995)
Conference and Workshop Papers
- 2009
- [c18]Luis Fernando Lago-Fernández, Manuel A. Sánchez-Montañés, Fernando J. Corbacho:
Fuzzy Cluster Validation Using the Partition Negentropy Criterion. ICANN (2) 2009: 235-244 - [c17]Luis Fernando Lago-Fernández, Fernando J. Corbacho:
Using the Negentropy Increment to Determine the Number of Clusters. IWANN (1) 2009: 448-455 - 2007
- [c16]Philip Hoelgaard, Ángel Valle, Fernando J. Corbacho:
Behavioural Modeling by Clustering Based on Utility Measures. IWINAC (2) 2007: 297-306 - 2006
- [c15]Manuel del Valle, Luis Fernando Lago-Fernández, Fernando J. Corbacho:
Evolutionary Search of Optimal Features. IDEAL 2006: 944-952 - 2005
- [c14]Manuel del Valle, Beatriz Sánchez, Luis Fernando Lago-Fernández, Fernando J. Corbacho:
Feature Discovery in Classification Problems. IDA 2005: 486-496 - [c13]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: 291-299 - 2002
- [c12]Carlos Aguirre, Ramón Huerta, Fernando J. Corbacho, Pedro Pascual:
Analysis of Biologically Inspired Small-World Networks. ICANN 2002: 27-32 - [c11]Alejandro Sierra, Fernando J. Corbacho:
Input and Output Feature Selection. ICANN 2002: 625-630 - [c10]Luis Fernando Lago-Fernández, Fernando J. Corbacho:
Optimal Extraction of Hidden Causes. ICANN 2002: 631-636 - [c9]Manuel A. Sánchez-Montañés, Fernando J. Corbacho:
Towards a New Information Processing Measure for Neural Computation. ICANN 2002: 637-642 - 2001
- [c8]Carlos Aguirre, Fernando J. Corbacho, Ramón Huerta:
A Realistic Substrate for Small-World Networks Modelling. DEXA Workshop 2001: 649-653 - 2000
- [c7]José Antonio Macías, Alejandro Sierra, Fernando J. Corbacho:
Evolving and assembling functional link networks. CEC 2000: 166-171 - [c6]Carlos Aguirre, J. Martínez-Muñoz, Fernando J. Corbacho, Ramón Huerta:
Small-World Topology for Multi-Agent Collaboration. DEXA Workshop 2000: 231-235 - 1999
- [c5]Manuel A. Sánchez-Montañés, Fernando J. Corbacho, Juan A. Sigüenza:
Development of Directionally Selective Microcircuits in Striate Cortex. IWANN (1) 1999: 53-64 - 1997
- [c4]Fernando J. Corbacho, Michael A. Arbib:
Schema-Based Learning: Towards a Theory of Organization for Biologically-inspired Autonomous Agents. Agents 1997: 520-521 - [c3]Fernando J. Corbacho, Michael A. Arbib:
Schema-Based Learning: Biologically Inspired Principles of Dynamic Organization. IWANN 1997: 678-687 - 1995
- [c2]Fernando J. Corbacho, Michael A. Arbib:
Schema Based Learning & Learning to Detour. IWANN 1995: 412-418 - 1993
- [c1]Fernando J. Corbacho, Michael A. Arbib:
Integrated Learning in Rana Computatrix. IWANN 1993: 12-19
Informal and Other Publications
- 2019
- [i2]Fernando J. Corbacho:
Towards Self-constructive Artificial Intelligence: Algorithmic basis (Part I). CoRR abs/1901.01989 (2019) - 2016
- [i1]Fernando J. Corbacho:
Towards the Self-constructive Brain: emergence of adaptive behavior. CoRR abs/1608.02229 (2016)
Coauthor Index
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