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ORCIDNeurocomputing, Volume 75
Volume 75, Number 1, January 2012
- Teresa Bernarda Ludermir, Marcílio Carlos Pereira de Souto, Marley M. B. R. Vellasco:
Automatic parameters selection in machine learning. 1-2 - Taciana A. F. Gomes, Ricardo Bastos Cavalcante Prudêncio, Carlos Soares
, André L. D. Rossi, André C. P. L. F. de Carvalho:
Combining meta-learning and search techniques to select parameters for support vector machines. 3-13 - Wilfredo Jaime Puma Villanueva, Euripedes P. dos Santos, Fernando J. Von Zuben:
A constructive algorithm to synthesize arbitrarily connected feedforward neural networks. 14-32 - Ana Carolina Lorena, Ivan G. Costa, Newton Spolaôr, Marcílio Carlos Pereira de Souto:
Analysis of complexity indices for classification problems: Cancer gene expression data. 33-42 - Andre B. de Carvalho, Aurora T. R. Pozo:
Measuring the convergence and diversity of CDAS Multi-Objective Particle Swarm Optimization Algorithms: A study of many-objective problems. 43-51 - Adenilton J. da Silva, Wilson Rosa de Oliveira, Teresa Bernarda Ludermir:
Classical and superposed learning for quantum weightless neural networks. 52-60
- Emilio Corchado, Manuel Graña, Michal Wozniak:
Editorial: New trends and applications on hybrid artificial intelligence systems. 61-63 - Fermín Segovia, J. M. Górriz, Javier Ramírez, Diego Salas-Gonzalez, Ignacio Álvarez, Míriam López, Rosa Chaves:
A comparative study of feature extraction methods for the diagnosis of Alzheimer's disease using the ADNI database. 64-71 - Darya Chyzhyk, Manuel Graña, Alexandre Savio, Josu Maiora:
Hybrid dendritic computing with kernel-LICA applied to Alzheimer's disease detection in MRI. 72-77 - Rodrigo Cilla, Miguel A. Patricio, Antonio Berlanga, José M. Molina:
A probabilistic, discriminative and distributed system for the recognition of human actions from multiple views. 78-87 - Vivian F. López Batista, Ramiro Aguilar, Luis Alonso, María N. Moreno García, Juan M. Corchado:
Grammatical inference with bioinformatics criteria. 88-97 - J. M. Cuadra, José Ramón Álvarez Sánchez, Daniel de Santos, Victor Lorente, José Manuel Ferrández, Félix de la Paz, Eduardo Fernández:
Response calibration in neuroblastoma cultures over multielectrode array. 98-105 - Darío Maravall, Javier de Lope Asiaín, Raúl Domínguez:
Self-emergence of a common lexicon by evolution in teams of autonomous agents. 106-114 - Jorge García-Gutiérrez, Daniel Mateos-García, José Cristóbal Riquelme Santos:
EVOR-STACK: A label-dependent evolutive stacking on remote sensing data fusion. 115-122 - Francisco Fernández-Navarro, César Hervás-Martínez, Pedro Antonio Gutiérrez, José Manuel Peñá-Barragán, Francisca López-Granados:
Parameter estimation of q-Gaussian Radial Basis Functions Neural Networks with a Hybrid Algorithm for binary classification. 123-134 - John Zhong Lei, Ali A. Ghorbani:
Improved competitive learning neural networks for network intrusion and fraud detection. 135-145 - Abraham Prieto, Francisco Bellas, Pilar Caamaño, Richard J. Duro:
Automatic neural-based pattern classification of motion behaviors in autonomous robots. 146-155 - Stella Heras, Vicente J. Botti, Vicente Julián:
Argument-based agreements in agent societies. 156-162 - Krisztián Búza, Alexandros Nanopoulos, Tomás Horváth, Lars Schmidt-Thieme:
GRAMOFON: General model-selection framework based on networks. 163-170 - Emilio Corchado, Bruno Baruque:
WeVoS-ViSOM: An ensemble summarization algorithm for enhanced data visualization. 171-184 - Tomasz Wilk, Michal Wozniak:
Soft computing methods applied to combination of one-class classifiers. 185-193 - Wieslaw Chmielnicki, Katarzyna Stapor:
A hybrid discriminative/generative approach to protein fold recognition. 194-198 - Przemyslaw Kazienko, Tomasz Kajdanowicz:
Label-dependent node classification in the network. 199-209 - Amelia Zafra, Mykola Pechenizkiy, Sebastián Ventura:
ReliefF-MI: An extension of ReliefF to multiple instance learning. 210-218 - José Ramón Villar, Alba Berzosa, Enrique A. de la Cal, Javier Sedano, Marco Antonio García Tamargo:
Multi-objective learning of white box models with low quality data. 219-225
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