IWANN 2003: Maó, Menorca, Spain - Volume 2

José Mira, José R. Álvarez (Eds.): Artificial Neural Nets Problem Solving Methods, 7th International Work-Conference on Artificial and Natural Neural Networks, IWANN2003, Maó, Menorca, Spain, June 3-6, 2003 Proceedings, Part II. Lecture Notes in Computer Science 2687 Springer 2003, ISBN 3-540-40211-X BibTeX

@proceedings{DBLP:conf/iwann/2003-2,
  editor    = {Jos{\'e} Mira and
               Jos{\'e} R. {\'A}lvarez},
  title     = {Artificial Neural Nets Problem Solving Methods, 7th International
               Work-Conference on Artificial and Natural Neural Networks, IWANN2003,
               Ma{\'o}, Menorca, Spain, June 3-6, 2003 Proceedings, Part
               II},
  booktitle = {IWANN},
  publisher = {Springer},
  series    = {Lecture Notes in Computer Science},
  volume    = {2687},
  year      = {2003},
  isbn      = {3-540-40211-X},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

Nets Design

Eva M. Ortigosa, Antonio Cañas, Eduardo Ros, Richard R. Carrillo:
FPGA Implementation of a Perceptron-Like Neural Network for Embedded Applications. 1-8
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Ernesto Burattini, Massimo De Gregorio, Victor M. G. Ferreira, Felipe M. G. França:
NSP: A Neuro-symbolic Processor. 9-16
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Nadia Nedjah, Luiza de Macedo Mourelle:
Reconfigurable Hardware Architecture for Compact and Efficient Stochastic Neuron. 17-24
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Ginés Doménech-Asensi, Ramón Ruiz Merino, Hans Hauer, José Ángel Díaz-Madrid:
Current Mode CMOS Synthesis of a Motor-Control Neural System. 25-32
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José-Javier Martínez, F. Javier Toledo, José Manuel Ferrández de Vicente:
New Emulated Discrete Model of CNN Architecture for FPGA and DSP Applications. 33-40
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P. M. Kelly, C. J. Thompson, T. Martin McGinnity, Liam P. Maguire:
A Binary Multiplier Using RTD Based Threshold Logic Gates. 41-48
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Suryanarayana Tatapudi, Valeriu Beiu:
Split-Precharge Differential Noise-Immune Threshold Logic Gate (SPD-NTL). 49-56
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Snorre Aunet, Yngvar Berg:
UV-programmable Floating-Gate CMOS Linear Threshold Element "P1N3". 57-64
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Marius Padure, Sorin Cotofana, Stamatis Vassiliadis:
CMOS Implementation of Generalized Threshold Functions. 65-72
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Peter Celinski, Sorin Cotofana, Derek Abbott:
A-DELTA: A 64-bit High Speed, Compact, Hybrid Dynamic-CMOS/Threshold-Logic Adder. 73-80
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Francisco García de Quirós, María P. Bonomini, José Manuel Ferrández de Vicente, Eduardo Fernández:
Validation of a Cortical Electrode Model for Neuroprosthetics Purposes. 81-88
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Antonio Cañas, Eva M. Ortigosa, Antonio F. Díaz, Julio Ortega:
XMLP: A Feed-Forward Neural Network with Two-Dimensional Layers and Partial Connectivity. 89-96
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José-Alejandro López Alcantud, José Ángel Díaz-Madrid, Hans Hauer, Ramón Ruiz Merino:
An Analogue Current-Mode Hardware Design Proposal for Preprocessing Layers in ART-Based Neural Networks. 97-104
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Michel Verleysen, Damien François, Geoffroy Simon, Vincent Wertz:
On the Effects of Dimensionality on Data Analysis with Neural Networks. 105-112
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Oriol Torres, Jan Eriksson, Juan Manuel Moreno, Alessandro E. P. Villa:
Hardware Optimization of a Novel Spiking Neuron Model for the POEtic Tissue. 113-120
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Joaquín Cerdá, Rafael Gadea Gironés, Guillermo Payá Vayá:
Implementing a Margolus Neighborhood Cellular Automata on a FPGA. 121-128
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Mamen Ortiz-Gómez, Carlos Hernández-Espinosa, Mercedes Fernández-Redondo:
An Empirical Comparison of Training Algorithms for Radial Basis Functions. 129-136
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Carlos Hernández-Espinosa, Mercedes Fernández-Redondo, Mamen Ortiz-Gómez:
Ensemble Methods for Multilayer Feedforward: An Experimental Study. 137-144
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Eduardo Ros, Rodrigo Agís, Richard R. Carrillo, Eva M. Ortigosa:
Post-synaptic Time-Dependent Conductances in Spiking Neurons: FPGA Implementation of a Flexible Cell Model. 145-152
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Applications in Robotics

Darío Maravall Gómez-Allende, Javier de Lope Asiaín, Miguel Ángel Patricio Guisado:
A Recurrent Neural Network for Robotic Sensory-Based Search. 153-160
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José Mira, José Ramón Álvarez Sánchez, Félix de la Paz:
The Knowledge Engineering Approach to Autonomous Robotics. 161-168
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J. A. Becerra, José Santos Reyes, Richard J. Duro:
Multimodule Artificial Neural Network Architectures for Autonomous Robot Control Through Behavior Modulation. 169-176
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Javier de Lope Asiaín, Telmo Zarraonandia, Rafaela González-Careaga, Darío Maravall Gómez-Allende:
Solving the Inverse Kinematics in Humanoid Robots: A Neural Approach. 177-184
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Juan L. Pedreño-Molina, Antonio Guerrero-González, Oscar A. Florez-Giraldo, Javier Molina-Vilaplana:
Sensory-motor Control Scheme Based on Kohonen Maps and AVITE Model. 185-192
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Eris Chinellato, Antonio Morales, Pedro Sanz Valero, Angel P. Del Pobil:
Validation of Features for Characterizing Robot Grasps. 193-200
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Paola Baldassarri, Paolo Puliti, Anna Montesanto, Guido Tascini:
Self-Organizing Maps versus Growing Neural Gas in a Robotic Application. 201-208
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Miguel Lozano, Francisco Grimaldo, Javier Villaplana:
Towards Reactive Navigation and Attention Skills for 3D Intelligent Characters. 209-216
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Agapito Ledezma, Fernando Fernández, Ricardo Aler:
From Continuous Behaviour to Discrete Knowledge. 217-224
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Sources Separation

Jordi Solé i Casals, Christian Jutten, Dinh-Tuan Pham:
Initialisation of Nonlinearities for PNL and Wiener Systems Inversion. 225-232
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Fernando Rojas, Carlos García Puntonet, Manuel Rodríguez Álvarez, Ignacio Rojas:
Evolutionary Algorithm Using Mutual Information for Independent Component Analysis. 233-240
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Shahram Hosseini, Yannick Deville:
Blind Separation of Linear-Quadratic Mixtures of Real Sources Using a Recurrent Structure. 241-248
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Diego Andina, Santiago Torres-Alegre, Antonio Vega-Corona, Antonio Álvarez-Vellisco:
Advances in Neyman-Pearson Neural Detectors Design. 249-256
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Adriana Dapena, Carlos J. Escudero:
A Novel Unsupervised Strategy to Separate Convolutive Mixtures in the Frequency Domain. 257-264
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Fabian J. Theis, Carlos García Puntonet, Elmar Wolfgang Lang:
An Improved Geometric Overcomplete Blind Source Separation Algorithm. 265-272
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Susana Hornillo-Mellado, Rubén Martín-Clemente, José I. Acha, Carlos García Puntonet:
Application of Independent Component Analysis to Edge Detection and Watermarking. 273-280
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Manuel Rodríguez Álvarez, Fernando Rojas, Elmar Wolfgang Lang, Ignacio Rojas:
A New Geometrical ICA-based Method for Blind Separation of Speech Signals. 281-288
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Benoit Albouy, Yannick Deville:
A Time-Frequency Blind Source Separation Method Based on Segmented Coherence Function. 289-296
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Sergio Bermejo:
ISFET Source Separation Based on Linear ICA. 297-304
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Iván Durán, Sergio Cruces:
An Application of ICA to Blind DS-CDMA Detection: A Joint Optimization Criterion. 305-312
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Genetics Algorithms

Pablo Cortés, Juan Larrañeta, Luis Onieva:
A Genetic Algorithm for Controlling Elevator Group Systems. 313-320
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Carlos Cotta:
Protein Structure Prediction Using Evolutionary Algorithms Hybridized with Backtracking. 321-328
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Jorge Puente, Camino R. Vela, Carlos Prieto, Ramiro Varela:
Hybridizing a Genetic Algorithm with Local Search and Heuristic Seeding. 329-336
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Carmelo Del Valle, Rafael M. Gasca, Miguel Toro, Eduardo F. Camacho:
A Genetic Algorithm for Assembly Sequence Planning. 337-344
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Sonia Mota, Eduardo Ros, Francisco de Toro, Julio Ortega:
Genetic Algorithm Applied to Paroxysmal Atrial Fibrillation Prediction. 345-352
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Enrique A. de la Cal Marín, Luciano Sánchez Ramos:
Optimizing Supply Strategies in the Spanish Electrical Market. 353-360
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Juan Seijas, Carmen Morató, Diego Andina, Antonio Vega-Corona:
Improving the Efficiency of Multiple Sequence Alignment by Genetic Algorithms. 361-368
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Manuel Parrilla Sánchez, Joaquín Aranda Almansa:
A Real Application Example of a Control Structure Selection by Means of a Multiobjective Genetic Algorithm. 369-376
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Olga M. Perez, Manuel Hidalgo-Conde, Francisco Javier Marín Martín, Oswaldo Trelles:
Weighting and Feature Selection on Gene-Expression Data by the Use of Genetic Algorithms. 377-384
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Nadia Lassouaoui, Latifa Hamami, Fairouz Chehbour:
Supervised Segmentation of the Cervical Cell Images by Using the Genetic Algorithms. 385-392
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Mouloud Koudil, Karima Benatchba, Daniel Dours:
Using Genetic Algorithms for Solving Partitioning Problem in Codesign. 393-400
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Soft-Computing

Mercedes Valdés, Juan A. Botía, Antonio F. Gómez-Skarmeta:
Neuro-fuzzy Modeling Applied to GIS: A Case Study for Solar Radiation. 401-408
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Grigorios N. Beligiannis, Spiridon D. Likothanassis, Lambros Skarlas:
Evolutionary Multi-model Estimators for ARMA System Modeling and Time Series Prediction. 409-416
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Hara P. Satpathy:
Real-Coded GA for Parameter Optimization in Short-Term Load Forecasting. 417-424
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Moisés Salmerón, Julio Ortega, Carlos García Puntonet, Miguel Damas:
Parallel Computation of an Adaptive Optimal RBF Network Predictor. 425-432
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Juan Manuel Górriz Sáez, Carlos García Puntonet, Moisés Salmerón, Julio Ortega:
New Method for Filtered ICA Signals Applied to Volatile Time Series. 433-440
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Rodrigo Salas, Romina Torres, Héctor Allende, Claudio Moraga:
Robust Estimation of Confidence Interval in Neural Networks Applied to Time Series. 441-448
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Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández:
Modelling the HIV-AIDS Cuban Epidemics with Hopfield Neural Networks. 449-456
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António E. B. Ruano:
Comparison of Neural Models, Off-line and On-line Learning Algorithms for a Benchmark Problem. 457-464
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Juan Antonio Gómez Pulido, Juan Manuel Sánchez-Pérez, Miguel A. Vega-Rodríguez:
Using Neural Networks in a Parallel Adaptative Algorithm for the System Identification Optimization. 465-472
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L. M. Pedroso-Rodriguez, A. Marrero, H. de Arazoza:
Nonlinear Parametric Model Identification Using Genetic Algorithms. 473-480
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J. Ruiz Gomez, M. J. López-Baldán, Alfonso García-Cerezo:
Input-Output Fuzzy Identification of Nonlinear Multivariable Systems. Application to a Case of AIDS Spread Forecast. 481-488
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Enrique Castillo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Carmen Castillo:
Recovering Missing Data with Functional and Bayesian Networks. 489-496
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Valentina Colla, Marco Vannucci, Benedetto Allotta, Monica Malvezzi:
Estimation of Train Speed via Neuro-Fuzzy Techniques. 497-503
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José M. Molina, Jesús García, Javier de Diego, Javier I. Portillo:
Neuro-fuzzy Techniques for Image Tracking. 504-511
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Images

Ravi Jain, Ajith Abraham:
A Comparative Study of Fuzzy Classifiers on Breast Cancer Data. 512-519
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Kostadin Koroutchev, José R. Dorronsoro:
A New Information Measure for Natural Images. 520-527
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José A. Calderón-Martínez, Pascual Campoy-Cervera:
Defects Detection in Continuous Manufacturing by Means of Convolutional Neural Networks. 528-535
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Hilario Gómez-Moreno, Saturnino Maldonado-Bascón, Francisco López-Ferreras, Pedro Gil-Jiménez:
Removal of Impulse Noise in Images by Means of the Use of Support Vector Machines. 536-543
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Guido Bologna, Christian Pellegrini:
Recognizing Images from ICA Filters and Neural Network Ensembles with Rule Extraction. 544-550
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Miguel Macías Macías, Carlos J. García Orellana, Horacio M. González Velasco, Ramón Gallardo Caballero:
Independent Component Analysis for Cloud Screening of Meteosat Images. 551-558
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Roberto Gil-Pita, Pilar Jarabo Amores, Raul Vicen-Bueno, Manuel Rosa-Zurera:
Neural Solutions for High Range Resolution Radar Classification. 559-566
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Manuel Graña, Josune Gallego, Francisco Javier Torrealdea, Alicia D'Anjou:
On the Application of Associative Morphological Memories to Hyperspectral Image Analysis. 567-574
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Kurt Stadlthanner, Ana Maria Tomé, Fabian J. Theis, Elmar Wolfgang Lang:
A Generalized Eigendecomposition Approach Using Matrix Pencils to Remove Artefacts from 2D NMR Spectra. 575-582
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Medical Applications

Antonio Vega-Corona, Antonio Álvarez-Vellisco, Diego Andina:
Feature Vectors Generation for Detection of Microcalcifications in Digitized Mammography Using Neural Networks. 583-590
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Juan Manuel García Chamizo, Francisco Maciá Pérez, Antonio Soriano Payá, Daniel Ruiz Fernández:
Simulation of the Neuronal Regulator of the Lower Urinary Tract Using a Multiagent System. 591-598
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Shahram Hosseini, Christian Jutten, Sylvie Charbonnier:
Neural Network Modeling of Ambulatory Systolic Blood Pressure for Hypertension Diagnosis. 599-606
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A. Wolf, Carlos R. Hall Barbosa, E. Costa Monteiro, Marley B. R. Vellasco:
Multiple MLP Neural Networks Applied on the Determination of Segment Limits in ECG Signals. 607-614
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José Orozco García, Carlos A. Reyes García:
Acoustic Features Analysis for Recognition of Normal and Hipoacusic Infant Cry Based on Neural Networks. 615-622
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Siamak Pourabdollah, Otto Muzik, Sorin Draghici:
A Back Propagation Neural Network for Localizing Abnormal Cortical Regions in FDG PET Images in Epileptic Children. 623-630
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Other Applications

Luis M. Sarro:
ANN Based Tools in Astrophysics: Prospects and First Results for GOA and the AVO. 631-638
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Alejandra Rodríguez, Carlos Dafonte, Bernardino Arcay Varela, Minia Manteiga:
An Artificial Neural Network Approach to Automatic Classification of Stellar Spectra. 639-646
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Kurosh Madani, Mariusz Rybnik, Abdennasser Chebira:
Non Linear Process Identification Using a Neural Network Based Multiple Models Generator. 647-654
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Armando Vieira, Pedro A. Castillo Valdivieso, Juan J. Merelo Guervós:
Application of HLVQ and G-Prop Neural Networks to the Problem of Bankruptcy Prediction. 655-662
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Michael Weeks, Victoria J. Hodge, Simon O'Keefe, Jim Austin, Ken Lees:
Improved AURA k-Nearest Neighbour Approach. 663-670
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Marcos Faúndez-Zanuy:
Non-linear Speech Coding with MLP, RBF and Elman Based Prediction. 671-678
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Fernando Rojas, Carlos García Puntonet, Ignacio Rojas, Julio Ortega:
An Independent Component Analysis Evolution Based Method for Nonlinear Speech Processing. 679-686
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Fabian J. Theis, Carlos García Puntonet, Elmar Wolfgang Lang:
Generalizing Geometric ICA to Nonlinear Settings. 687-694
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Fabian J. Theis, Manuel Rodríguez Álvarez, Carlos García Puntonet, Elmar Wolfgang Lang:
An Adaptive Approach to Blind Source Separation Using a Self-Organzing Map and a Neural Gas. 695-702
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Juan A. Botía, Juan Manuel Hernansaez, Antonio F. Gómez-Skarmeta:
METALA: A Distributed System for Web Usage Mining. 703-710
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Sergio Bermejo, Javier Dalmau:
Web Meta-search Using Unsupervised Neural Networks. 711-718
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Sergio Bermejo, Ferran Revilla, Joan Cabestany:
Virtual Labs for Neural Networks E-courses. 719-725
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Pedro Salcedo Lagos, M. Angélica Pinninghoff, A. Ricardo Contreras:
MISTRAL: A Knowledge-Based System for Distance Education that Incorporates Neural Networks Techniques for Teaching Decisions. 726-733
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Enrique Domínguez, José Muñoz, Enrique Mérida Casermeiro:
A Recurrent Neural Network Model for the p-hub Problem. 734-741
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Elías F. Combarro, Elena Montañés, José Ranilla, Javier Fernández:
A Comparison of the Performance of SVM and ARNI on Text Categorization with New Filtering Measures on an Unbalanced Collection. 742-749
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Marcos Gestal, Julio Brégains, Juan Antonio Rodríguez, Julian Dorado:
Neural Networks & Antennas Design: An Application for Avoiding Interferences. 750-757
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José R. Alique, Rodolfo E. Haber, Angel Alique:
Feedback Linearization Using Neural Networks: Application to an Electromechanical Process. 758-765
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Gustavo A. Casañ, Maria Asunción Castaño:
Automatic Size Determination of Codifications for the Vocabularies of the RECONTRA Connectionist Translator. 766-773
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Ajith Abraham, Andy Auyeung:
Integrating Ensemble of Intelligent Systems for Modeling Stock Indices. 774-781
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Fatima Benbouzid, Christophe Varnier, Noureddine Zerhouni:
Resolution of Joint Maintenance/Production Scheduling by Sequential and Integrated Strategies. 782-789
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Pilar Jarabo Amores, Roberto Gil-Pita, Manuel Rosa-Zurera, Francisco López-Ferreras:
MLP and RBFN for Detecting White Gaussian Signals in White Gaussian Interference. 790-797
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Saturnino Maldonado-Bascón, Shurug Al-Khalifa, Francisco López-Ferreras:
Feature Reduction Using Support Vector Machines for Binary Gas Detection. 798-805
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Beatriz Monge-Sanz, Nicolás J. Medrano-Marqués:
Artificial Neural Networks Applications for Total Ozone Time Series. 806-813
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