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ORCIDIWANN 2009: Salamanca, Spain
- Joan Cabestany
, Francisco Sandoval Hernández, Alberto Prieto, Juan M. Corchado:
Bio-Inspired Systems: Computational and Ambient Intelligence, 10th International Work-Conference on Artificial Neural Networks, IWANN 2009, Salamanca, Spain, June 10-12, 2009. Proceedings, Part I. Lecture Notes in Computer Science 5517, Springer 2009, ISBN 978-3-642-02477-1
Theoretical Foundations and Models
- José Luis Montaña, Cruz E. Borges:
Lower Bounds for Approximation of Some Classes of Lebesgue Measurable Functions by Sigmoidal Neural Networks. 1-8 - Carlos Aguirre, Pedro Pascual:
A Wavelet Based Method for Detecting Multiple Encoding Rhythms in Neural Networks. 9-16 - Jorge F. Mejías, Joaquín J. Torres, Samuel Johnson, Hilbert J. Kappen:
Switching Dynamics of Neural Systems in the Presence of Multiplicative Colored Noise. 17-23 - Daniela Danciu, Vladimir Rasvan:
Gradient Like Behavior and High Gain Design of KWTA Neural Networks. 24-32 - Francisco Zamora-Martínez, María José Castro Bleda, Salvador España Boquera:
Fast Evaluation of Connectionist Language Models. 33-40 - José Antonio Gómez-Ruiz, Marcelo Karanik, José Ignacio Peláez:
Improving the Consistency of AHP Matrices Using a Multi-layer Perceptron-Based Model. 41-48 - Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Ginés Rubio, José M. Urquiza:
Global and Local Modelling in Radial Basis Functions Networks. 49-56 - M. Dolores Pérez-Godoy, Antonio Jesús Rivera Rivas, Alberto Fernández, María José del Jesus, Francisco Herrera:
A Preliminar Analysis of CO2RBFN in Imbalanced Problems. 57-64 - Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. Suykens, Sabine Van Huffel:
Feature Selection in Survival Least Squares Support Vector Machines with Maximal Variation Constraints. 65-72 - Álvaro Barbero Jiménez, José R. Dorronsoro:
A Simple Maximum Gain Algorithm for Support Vector Regression. 73-80 - Julián Luengo, Francisco Herrera:
Domains of Competence of Artificial Neural Networks Using Measures of Separability of Classes. 81-88 - Leonardo Maria Reyneri, Valentina Colla, Mirko Sgarbi, Marco Vannucci:
Self-estimation of Data and Approximation Reliability through Neural Networks. 89-96 - Alejandro Linares-Barranco, Rafael Paz, Francisco Gomez-Rodriguez, Angel Jiménez-Fernandez, Manuel Rivas, Gabriel Jiménez, Antón Civit:
FPGA Implementations Comparison of Neuro-cortical Inspired Convolution Processors for Spiking Systems. 97-105
Learning and Adaptation
- Ezequiel López-Rubio, Juan Miguel Ortiz-de-Lazcano-Lobato, María del Carmen Vargas-González:
Nonparametric Location Estimation for Probability Density Function Learning. 106-113 - Maurício Paletta, Pilar Herrero:
An Awareness-Based Artificial Neural Network for Cooperative Distributed Environments. 114-121 - Rocío Alaíz-Rodríguez, Alicia Guerrero-Curieses, Jesús Cid-Sueiro:
Improving Classification under Changes in Class and Within-Class Distributions. 122-130 - Ido Roth, Michael Margaliot:
Improving Training in the Vicinity of Temporary Minima. 131-139 - Adel Daouzli, Sylvain Saïghi, Michelle Rudolph, Alain Destexhe, Sylvie Renaud:
Convergence in an Adaptive Neural Network: The Influence of Noise Inputs Correlation. 140-148 - Mario Martínez-Zarzuela, Francisco Javier Díaz Pernas, Antonio Tejero-de-Pablos, Míriam Antón-Rodríguez, José Fernando Díez Higuera, Daniel Boto-Giralda, David González Ortega:
Adaptative Resonance Theory Fuzzy Networks Parallel Computation Using CUDA. 149-156 - Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas:
A Supervised Learning Method for Neural Networks Based on Sensitivity Analysis with Automatic Regularization. 157-164 - Bruno Baruque, Emilio Corchado, Aitor Mata, Juan M. Corchado:
Ensemble Methods for Boosting Visualization Models. 165-173 - Alexis Marcano-Cedeño, Aleksandar Jevtic, Antonio Álvarez-Vellisco, Diego Andina:
New Artificial Metaplasticity MLP Results on Standard Data Base. 174-179
Self-organizing Networks, Methods and Applications
- Ezequiel López-Rubio, Juan Miguel Ortiz-de-Lazcano-Lobato, María del Carmen Vargas-González:
Probabilistic Self-Organizing Graphs. 180-187 - José Antonio Gómez-Ruiz, José Muñoz-Pérez, M. Angeles García-Bernal:
Spicules for Unsupervised Learning. 188-195 - Soledad Delgado, Consuelo Gonzalo, Estibaliz Martinez, Agueda Arquero:
Topology Preserving Visualization Methods for Growing Self-Organizing Maps. 196-203 - Soukeina Ben Chikha, Kirmene Marzouki:
Making Standard SOM Invariant to the Initial Conditions. 204-211 - Iván Machón González, Hilario López García, José Luís Calvo-Rolle:
The Complexity of the Batch Neural Gas Extended to Local PCA. 212-219 - Juan Francisco de Paz, Sara Rodríguez, Javier Bajo, Juan M. Corchado, Vivian F. López Batista:
Self Organized Dynamic Tree Neural Network. 220-227 - Samuel Johnson, Joaquín Marro, Jorge F. Mejías, Joaquín J. Torres:
Development of Neural Network Structure with Biological Mechanisms. 228-235
Fuzzy Systems
- Inma P. Cabrera, Pablo Cordero, Manuel Ojeda-Aciego:
Fuzzy Logic, Soft Computing, and Applications. 236-244 - Pascual Julián Iranzo, Clemente Rubio-Manzano:
A Similarity-Based WAM for Bousi~Prolog. 245-252 - Pascual Julián, Ginés Moreno, Jaime Penabad:
On the Declarative Semantics of Multi-Adjoint Logic Programs. 253-260 - Pablo Cordero, Manuel Enciso, Ángel Mora, Inmaculada Perez de Guzmán:
A Complete Logic for Fuzzy Functional Dependencies over Domains with Similarity Relations. 261-269 - Susana Muñoz-Hernández, Victor Pablos Ceruelo, Hannes Strass:
RFuzzy: An Expressive Simple Fuzzy Compiler. 270-277 - Jesús Medina:
Overcoming Non-commutativity in Multi-adjoint Concept Lattices. 278-285 - Rocío Pérez de Prado, Sebastián García Galán, Antonio J. Yuste, J. Enrique Muñoz Expósito, A. J. Sánchez Santiago, Sebastián Bruque:
Evolutionary Fuzzy Scheduler for Grid Computing. 286-293 - Alberto Fernández, María José del Jesus, Francisco Herrera:
Improving the Performance of Fuzzy Rule Based Classification Systems for Highly Imbalanced Data-Sets Using an Evolutionary Adaptive Inference System. 294-301 - Carlos Lopez-Molina, Humberto Bustince Sola, Javier Fernández, Edurne Barrenechea Tartas, Pedro Couto, Bernard De Baets:
A t-Norm Based Approach to Edge Detection. 302-309
Evolutionary Computation and Genetic Algoritms
- Pablo Rabanal, Ismael Rodríguez, Fernando Rubio:
Applying Evolutionary Computation Methods to Formal Testing and Model Checking. 310-317 - Alberto de la Encina, Mercedes Hidalgo-Herrero, Pablo Rabanal, Fernando Rubio:
Applying Evolutionary Techniques to Debug Functional Programs. 318-326 - Karnig Derderian, Mercedes G. Merayo, Robert M. Hierons, Manuel Núñez:
Aiding Test Case Generation in Temporally Constrained State Based Systems Using Genetic Algorithms. 327-334 - Ginés Rubio, Héctor Pomares, Ignacio Rojas, Alberto Guillén:
Creation of Specific-to-Problem Kernel Functions for Function Approximation. 335-342 - Carlos Molinero, Manuel Núñez, César Andrés:
Combining Genetic Algorithms and Mutation Testing to Generate Test Sequences. 343-350 - Pablo Rabanal, Ismael Rodríguez:
Testing Restorable Systems by Using RFD. 351-358 - Fernando Mateo, Dusan Sovilj, Rafael Gadea Gironés, Amaury Lendasse:
RCGA-S/RCGA-SP Methods to Minimize the Delta Test for Regression Tasks. 359-366 - José A. Castellanos-Garzón, Carlos Armando García, Luis Antonio Miguel Quintales:
An Evolutionary Hierarchical Clustering Method with a Visual Validation Tool. 367-374 - Gilberto Reynoso-Meza, Javier Sanchis, Xavier Blasco Ferragud:
An Adaptive Parameter Control for the Differential Evolution Algorithm. 375-382 - Maribel García Arenas, Elisabet Parras-Gutierrez, Víctor M. Rivas, Pedro A. Castillo, María José del Jesus, Juan Julián Merelo Guervós:
Parallelizing the Design of Radial Basis Function Neural Networks by Means of Evolutionary Meta-algorithms. 383-390 - Daniel Rivero, Julian Dorado, Enrique Fernández-Blanco, Alejandro Pazos:
A Genetic Algorithm for ANN Design, Training and Simplification. 391-398
Pattern Recognition
- Rebeca Marfil, Francisco Escolano, Antonio Bandera:
Graph-Based Representations in Pattern Recognition and Computational Intelligence. 399-406 - Miguel Angel Lozano, Francisco Escolano:
Kernelization of Softassign and Motzkin-Strauss Algorithms. 407-414 - Pedro Real:
Connectivity Forests for Homological Analysis of Digital Volumes. 415-423 - Rebeca Marfil, Francisco Sandoval Hernández:
Energy-Based Perceptual Segmentation Using an Irregular Pyramid. 424-431 - Esteban J. Palomo, Juan Miguel Ortiz-de-Lazcano-Lobato, Domingo López-Rodríguez, Rafael Marcos Luque:
Hierarchical Graphs for Data Clustering. 432-439 - Sergio Muñoz-Romero, Jerónimo Arenas-García, Vanessa Gómez-Verdejo:
Real Adaboost Ensembles with Emphasized Subsampling. 440-447 - Luis Fernando Lago-Fernández, Fernando J. Corbacho:
Using the Negentropy Increment to Determine the Number of Clusters. 448-455 - Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Rosa M. Calvo-Estévez:
A Wrapper Method for Feature Selection in Multiple Classes Datasets. 456-463
Formal Languages in Linguistics
- Gemma Bel Enguix, María Dolores Jiménez-López:
New Challenges in the Application of Non-classical Formal Languages to Linguistics. 464-471 - Alfonso Ortega, Emilio del Rosal García, Diana Pérez, Robert Mercas, Alexander Perekrestenko, Manuel Alfonseca:
PNEPs, NEPs for Context Free Parsing: Application to Natural Language Processing. 472-479 - Verónica Dahl, Baohua Gu, Erez Maharshak:
A Hyprolog Parsing Methodology for Property Grammars. 480-487 - Henning Christiansen:
Adaptable Grammars for Non-Context-Free Languages. 488-495 - Roussanka Loukanova:
beta-Reduction and Antecedent-Anaphora Relations in the Language of Acyclic Recursion. 496-503 - Benedek Nagy:
Permutation Languages in Formal Linguistics. 504-511
Agents and Multi-agent on Intelligent Systems
- Javier Bajo, Juan M. Corchado:
Thomas: Practical Applications of Agents and Multiagent Systems. 512-513 - Iván García-Magariño, Rubén Fuentes-Fernández, Jorge J. Gómez-Sanz:
INGENIAS Development Process Assisted with Chains of Transformations. 514-521 - Jose M. Such, Juan M. Alberola, Antonio Barella, Agustín Espinosa, Ana García-Fornes:
A Secure Group-Oriented Model for Multiagent Systems. 522-529 - Rafael Kelly, Carmen Monroy:
Interactive Animation of Agent Formation Based on Hopfield Neural Networks. 530-536 - Iván García-Magariño, Celia Gutiérrez, Rubén Fuentes-Fernández:
The INGENIAS Development Kit: A Practical Application for Crisis-Management. 537-544 - Ghislain Atemezing, Iván García-Magariño, Juan Pavón:
The Delphi Process Applied to African Traditional Medicine. 545-552 - Martí Navarro, Elena del Val Noguera, Miguel Rebollo, Vicente Julián:
Composing and Ensuring Time-Bounded Agent Services. 553-560 - Roberto Centeno, Moser Silva Fagundes, Holger Billhardt, Sascha Ossowski, Juan M. Corchado, Vicente Julián, Alberto Fernández:
An Organisation-Based Multiagent System for Medical Emergency Assistance. 561-568 - Paulo Trigo, Paulo Marques, Helder Coelho:
TEMMAS: The Electricity Market Multi-Agent Simulator. 569-576 - Iván López-Bueno, Javier García, Fernando Fernández:
Two Steps Reinforcement Learning in Continuous Reinforcement Learning Tasks. 577-584 - Gianluca Morganti, Anna Maria Perdon, Giuseppe Conte, David Scaradozzi:
Multi-Agent System Theory for Modelling a Home Automation System. 585-593 - Sara Rodríguez, Alberto Fernández, Vicente Julián, Juan M. Corchado, Sascha Ossowski, Vicente J. Botti:
THOMAS-MALL: A Multiagent System for Shopping and Guidance in Malls. 594-601 - Antonia Macarro, Alberto Pedrero, Juan A. Fraile:
Multiagent-Based Educational Environment for Dependents. 602-609 - Amine Chohra, Arash Bahrammirzaee, Kurosh Madani:
Social and Cognitive System for Learning Negotiation Strategies with Incomplete Information. 610-618 - Celia Gutiérrez, Iván García-Magariño, Jorge J. Gómez-Sanz:
Evaluation of Multi-Agent System Communication in INGENIAS. 619-626 - Oscar Urra, Sergio Ilarri, Eduardo Mena:
Agents Jumping in the Air: Dream or Reality?. 627-634 - Roberta Annicchiarico, Fabio Campana, Alessia Federici, Cristian Barrué, Ulises Cortés, A. Villar, Carlo Caltagirone:
Using Scenarios to Draft the Support of Intelligent Tools for Frail Elders in the SHARE-it Approach. 635-641 - Miguel Rebollo, Adriana Giret, Estefania Argente, Carlos Carrascosa, Juan M. Corchado, Alberto Fernández, Vicente Julián:
On the Road to an Abstract Architecture for Open Virtual Organizations. 642-650
Brain-Computer Interface (BCI)
- Siamac Fazli, Márton Danóczy, Florin Popescu, Benjamin Blankertz, Klaus-Robert Müller:
Using Rest Class and Control Paradigms for Brain Computer Interfacing. 651-665 - Ricardo Ron-Angevin, Miguel Ángel López, Francisco J. Pelayo:
The Training Issue in Brain-Computer Interface: A Multi-disciplinary Field. 666-673 - Motoaki Kawanabe, Carmen Vidaurre, Benjamin Blankertz, Klaus-Robert Müller:
A Maxmin Approach to Optimize Spatial Filters for EEG Single-Trial Classification. 674-682 - Miguel Ángel López, Héctor Pomares, Alberto Prieto, Francisco J. Pelayo:
Multiple AM Modulated Visual Stimuli in Brain-Computer Interface. 683-689 - Robert Prueckl, Christoph Guger:
A Brain-Computer Interface Based on Steady State Visual Evoked Potentials for Controlling a Robot. 690-697 - Francisco Velasco-Álvarez, Ricardo Ron-Angevin:
Asynchronous Brain-Computer Interface to Navigate in Virtual Environments Using One Motor Imagery. 698-705 - Ivan Volosyak, Hubert Cecotti, Axel Gräser:
Impact of Frequency Selection on LCD Screens for SSVEP Based Brain-Computer Interfaces. 706-713
Multiobjetive Optimization
- Antonio Berlanga, Jesús García Herrero, José Manuel Molina:
Multiobjective Evolutionary Algorithms: Applications in Real Problems. 714-719 - Jorge Muñoz, Germán Gutiérrez, Araceli Sanchis:
Evolutionary Genetic Algorithms in a Constraint Satisfaction Problem: Puzzle Eternity II. 720-727 - Sandra García-Rodríguez, Cristóbal Luque, Alejandro Cervantes, Inés María Galván:
Multiobjective Algorithms Hybridization to Optimize Broadcasting Parameters in Mobile Ad-Hoc Networks. 728-735 - Marcus Vinícius Carvalho da Silva, Nadia Nedjah, Luiza de Macedo Mourelle:
Application Synthesis for MPSoCs Implementation Using Multiobjective Optimization. 736-743 - Sara Carcangiu, Alessandra Fanni, Augusto Montisci:
Multi Objective Optimization Algorithm Based on Neural Networks Inversion. 744-751 - Pedro L. López, Antonio Jesús Rivera Rivas, M. Dolores Pérez-Godoy, María José del Jesus, Cristóbal J. Carmona:
EMORBFN: An Evolutionary Multiobjetive Optimization Algorithm for RBFN Design. 752-759 - Mario Cámara, Julio Ortega Lopera, Francisco de Toro:
Performance Measures for Dynamic Multi-Objective Optimization. 760-767
Robotics
- Dario Floreano, Laurent Keller:
Methods for Artificial Evolution of Truly Cooperative Robots. 768-772 - Sergi del Moral, Diego E. Pardo, Cecilio Angulo:
Social Robot Paradigms: An Overview. 773-780 - José Manuel Pérez-Lorenzo, Ricardo Vázquez Martín, Esther Antúnez, Antonio Bandera:
A Dual Graph Pyramid Approach to Grid-Based and Topological Maps Integration for Mobile Robotics. 781-788 - Wendy Aguilar, Luis Alberto Pineda:
Integrating Graph-Based Vision Perception to Spoken Conversation in Human-Robot Interaction. 789-796 - Angel Jiménez-Fernandez, Carlos Daniel Luján-Martinez, Rafael Paz-Vicente, Alejandro Linares-Barranco, Gabriel Jiménez-Moreno, Antonio Abad Civit Balcells:
From Vision Sensor to Actuators, Spike Based Robot Control through Address-Event-Representation. 797-804 - Hugo Picado, Marcos Gestal, Nuno Lau, Luís Paulo Reis, Ana Maria Tomé:
Automatic Generation of Biped Walk Behavior Using Genetic Algorithms. 805-812 - Mariano Gómez, L. Gayarre, Tomás Martínez-Marín, Sebastián Sánchez, Daniel Meziat:
Motion Planning of a Non-holonomic Vehicle in a Real Environment by Reinforcement Learning*. 813-819
Bioinformatics
- Ignacio Rojas Ruiz, Héctor Pomares, Olga Valenzuela, José Luis Bernier:
Applications in Bio-informatics and Biomedical Engineering. 820-828 - Takashi Abe, Yuta Hamano, Shigehiko Kanaya, Ken-nosuke Wada, Toshimichi Ikemura:
A Large-Scale Genomics Studies Conducted with Batch-Learning SOM Utilizing High-Performance Supercomputers. 829-836 - Min A. Jhun, Taesung Park:
Clustering Method to Identify Gene Sets with Similar Expression Profiles in Adjacent Chromosomal Regions. 837-844 - J. P. Florido, Héctor Pomares, Ignacio Rojas, José C. Calvo, José M. Urquiza, M. Gonzalo Claros:
On Selecting the Best Pre-processing Method for Affymetrix Genechips. 845-852 - José M. Urquiza, Ignacio Rojas, Héctor Pomares, J. P. Florido, Ginés Rubio, Luis Javier Herrera, José C. Calvo, Julio Ortega Lopera:
Method for Prediction of Protein-Protein Interactions in Yeast Using Genomics/Proteomics Information and Feature Selection. 853-860 - José C. Calvo, Julio Ortega Lopera, Mancia Anguita, José M. Urquiza, J. P. Florido:
Protein Structure Prediction by Evolutionary Multi-objective Optimization: Search Space Reduction by Using Rotamers. 861-868 - Yu-Yen Ou, Shu-An Chen:
Using Efficient RBF Networks to Classify Transport Proteins Based on PSSM Profiles and Biochemical Properties. 869-876 - Christophe Lemetre, Lee Lancashire, Robert C. Rees, Graham R. Ball:
Artificial Neural Network Based Algorithm for Biomolecular Interactions Modeling. 877-885
Biomedical Applications
- Madalina Olteanu, Esther García-Garaluz, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós:
Modelling Dengue Epidemics with Autoregressive Switching Markov Models (AR-HMM). 886-892 - Andrés Sánchez Pérez, Héctor de Arazoza Rodríguez, Teresita Noriega Sánchez, Jorge Barrios, Aymee Marrero Severo:
A Theoretical Model for the Dengue Epidemic Using Delayed Differential Equations: Numerical Approaches. 893-900 - Esther García-Garaluz, Miguel A. Atencia Ruiz, Francisco García-Lagos, Gonzalo Joya Caparrós, Francisco Sandoval Hernández:
System Identification of Dengue Fever Epidemics in Cuba. 901-908 - Jorge Barrios, Alain Piétrus, Aymée Marrero, Héctor de Arazoza:
HIV Model Described by Differential Inclusions. 909-916 - Vanessa Aguiar-Pulido, José A. Seoane, Ana Freire, Cristian R. Munteanu:
Data Mining in Complex Diseases Using Evolutionary Computation. 917-924