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Neurocomputing, 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 - 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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