IWANN 2011:
Torremolinos-Málaga Spain
Joan Cabestany, Ignacio Rojas, Gonzalo Joya Caparrós (Eds.):
Advances in Computational Intelligence - 11th International Work-Conference on Artificial Neural Networks, IWANN 2011, Torremolinos-Málaga, Spain, June 8-10, 2011, Proceedings, Part II.
Lecture Notes in Computer Science 6692 Springer 2011, ISBN 978-3-642-21497-4 
Video and Image Processing
- Esteban J. Palomo, Enrique Domínguez, Rafael Marcos Luque, J. Muñoz:
Lossy Image Compression Using a GHSOM.
1-8
- Diego Viejo, José García Rodríguez, Miguel Cazorla:
Visual Features Extraction Based Egomotion Calculation from a Infrared Time-of-Flight Camera.
9-16
- Rafael Marcos Luque, Juan Miguel Ortiz-de-Lazcano-Lobato, Ezequiel López-Rubio, Enrique Domínguez, Esteban J. Palomo:
Feature Weighting in Competitive Learning for Multiple Object Tracking in Video Sequences.
17-24
- Chih-Lyang Hwang, Kai-Di Lu:
The Segmentation of Different Skin Colors Using the Combination of Graph Cuts and Probability Neural Network.
25-33
- María Nieves Florentín-Núñez, Ezequiel López-Rubio, Francisco Javier López-Rubio:
Reduction of JPEG Compression Artifacts by Kernel Regression and Probabilistic Self-Organizing Maps.
34-41
- Markos Mentzelopoulos, Alexandra Psarrou, Anastassia Angelopoulou:
An Unsupervised Method for Active Region Extraction in Sports Videos.
42-49
- Diego Viejo, José García Rodríguez, Miguel Cazorla:
6DoF Egomotion Computing Using 3D GNG-Based Reconstruction.
50-57
- José García Rodríguez, Anastassia Angelopoulou, Vicente Morell, Sergio Orts, Alexandra Psarrou, Juan Manuel García Chamizo:
Fast Image Representation with GPU-Based Growing Neural Gas.
58-65
- L. Ramos, Marta Penas, Beatriz Remeseiro, Antonio Mosquera González, Noelia Barreira, E. Yebra-Pimentel:
Texture and Color Analysis for the Automatic Classification of the Eye Lipid Layer.
66-73
- José Luis García Arroyo, Begoña García Zapirain, Amaia Méndez Zorrilla:
Quantitative Study and Monitoring of the Growth of Lung Cancer Nodule Using an X-Ray Computed Tomography Image Processing Tool.
74-82
- Ramón Moreno, Manuel Graña, Alicia D'Anjou:
A Geometrical Method of Diffuse and Specular Image Components Separation.
83-89
- Rodrigo Agís, Javier Díaz, Pilar Martínez Ortigosa, Pablo Guzmán, Eduardo Ros:
Optical Flow Reliability Model Approximated with RBF.
90-97
- José García Rodríguez, Enrique Domínguez, Anastassia Angelopoulou, Alexandra Psarrou, Francisco José Mora-Gimeno, Sergio Orts, Juan Manuel García Chamizo:
Video and Image Processing with Self-Organizing Neural Networks.
98-104
Hybrid Artificial Neural Networks:
Models,
Algorithms and Data
- José Muñoz-Pérez, Amparo Ruiz-Sepúlveda, Rafaela Benítez-Rochel:
Parallelism in Binary Hopfield Networks.
105-112
- J. Gascón-Moreno, Emilio G. Ortíz-García, Sancho Salcedo-Sanz, A. Paniagua-Tineo, B. Saavedra-Moreno, José Antonio Portilla-Figueras:
Multi-parametric Gaussian Kernel Function Optimization for ε-SVMr Using a Genetic Algorithm.
113-120
- Aldo Franco Dragoni, Germano Vallesi, Paola Baldassarri:
Face Recognition System in a Dynamical Environment.
121-128
- Manuel Cruz-Ramírez, César Hervás-Martínez, Pedro Antonio Gutiérrez, Javier Briceño, Manuel de la Mata:
Memetic Pareto Differential Evolutionary Neural Network for Donor-Recipient Matching in Liver Transplantation.
129-136
- José del Campo-Ávila, Gonzalo Ramos-Jiménez, Jesús Pérez-García, Rafael Morales Bueno:
Studying the Hybridization of Artificial Neural Networks in HECIC.
137-144
- Gabriela Andrejková, Jozef Oravec:
Processing Acyclic Data Structures Using Modified Self-Organizing Maps.
145-152
- A. Paniagua-Tineo, Sancho Salcedo-Sanz, Emilio G. Ortíz-García, J. Gascón-Moreno, B. Saavedra-Moreno, José Antonio Portilla-Figueras:
On the Performance of the μ-GA Extreme Learning Machines in Regression Problems.
153-160
- David Becerra-Alonso, Mariano Carbonero-Ruz, Francisco J. Martínez-Estudillo, Alfonso C. Martínez-Estudillo:
A Hybrid Evolutionary Approach to Obtain Better Quality Classifiers.
161-168
- Patricio García Báez, Carmen Paz Suárez Araujo, Pablo Fernández López:
Neural Network Ensembles with Missing Data Processing and Data Fusion Capacities: Applications in Medicine and in the Environment.
169-176
- Pedro Antonio Gutiérrez, César Hervás-Martínez:
Hybrid Artificial Neural Networks: Models, Algorithms and Data.
177-184
Advances in Machine Learning for Bioinformatics and Computational Biomedicine
- Oresti Baños, Miguel Damas, Héctor Pomares, Ignacio Rojas:
Automatic Recognition of Daily Living Activities Based on a Hierarchical Classifier.
185-193
- J. P. Florido, Héctor Pomares, Ignacio Rojas, José M. Urquiza, F. Ortuño:
Prediction of Functional Associations between Proteins by Means of a Cost-Sensitive Artificial Neural Network.
194-201
- Yasel Couce, Leonardo Franco, Daniel Urda, José Luis Subirats, José M. Jerez:
Hybrid (Generalization-Correlation) Method for Feature Selection in High Dimensional DNA Microarray Prediction Problems.
202-209
- Corneliu T. C. Arsene, Paulo J. G. Lisboa, Elia Biganzoli:
Model Selection with PLANN-CR-ARD.
210-219
Biometric Systems for Human-Machine Interaction
- Ondrej Smirg, Jan Mikulka, Marcos Faúndez-Zanuy, Marco Grassi, Jirí Mekyska:
Gender Recognition Using PCA and DCT of Face Images.
220-227
- Hong Pan, Siyu Xia, Lizuo Jin, Liangzheng Xia:
Efficient Face Recognition Fusing Dynamic Morphological Quotient Image with Local Binary Pattern.
228-235
- Anastassia Angelopoulou, Alexandra Psarrou, José García Rodríguez:
A Growing Neural Gas Algorithm with Applications in Hand Modelling and Tracking.
236-243
- Anastassia Angelopoulou, Alexandra Psarrou, José García Rodríguez:
Object Representation with Self-Organising Networks.
244-251
Data Mining in Biomedicine
- Vanessa Aguiar-Pulido, José A. Seoane, Cristian R. Munteanu, Alejandro Pazos:
SNP-Schizo: A Web Tool for Schizophrenia SNP Sequence Classification.
252-259
- Guillermo López-Campos, Alejandro Romera-López, Fernando Martín-Sánchez, Eduardo Diaz-Rubio, Victoria López-Alonso, Beatriz Perez-Villamil:
MicroRNA Microarray Data Analysis in Colon Cancer: Effects of Normalization.
260-267
- Gloria Bueno, Marcial Fernández, Oscar Déniz, M. García-Rojo:
Automatic Handling of Tissue Microarray Cores in High-Dimensional Microscopy Images.
268-275
- Stéphan Clémençon, Héctor de Arazoza, Fabrice Rossi, Viet-Chi Tran:
Visual Mining of Epidemic Networks.
276-283
Bio-inspired Combinatorial Optimization
- Ana Reyes Badillo, Carlos Cotta, Antonio José Fernández Leiva:
Towards User-Centric Memetic Algorithms: Experiences with the TSP.
284-291
- Jésica de Armas, Gara Miranda, Coromoto León:
A Multi-objective Approach for the 2D Guillotine Cutting Stock Problem.
292-299
- Consolación Gil, Raul Baños, Julio Ortega, Antonio López Márquez, Antonio Fernández, Maria Dolores Gil Montoya:
Ant Colony Optimization for Water Distribution Network Design: A Comparative Study.
300-307
- Francisco Fernández de Vega, J. G. Abengózar Sánchez, Carlos Cotta:
A Preliminary Analysis and Simulation of Load Balancing Techniques Applied to Parallel Genetic Programming.
308-315
- Antonio Miguel Mora, Juan Julián Merelo Guervós, Pedro A. Castillo, Maribel García Arenas, Pablo García-Sánchez, Juan Luís Jiménez Laredo, Gustavo Romero:
A Study of Parallel Approaches in MOACOs for Solving the Bicriteria TSP.
316-324
- Antonio Fernández-Ares, Antonio Miguel Mora, Juan Julián Merelo Guervós, Pablo García-Sánchez, Carlos M. Fernandes:
Optimizing Strategy Parameters in a Game Bot.
325-332
- Juan Julián Merelo Guervós, Gustavo Romero, Maribel García Arenas, Pedro A. Castillo, Antonio Miguel Mora, Juan Luís Jiménez Laredo:
Implementation Matters: Programming Best Practices for Evolutionary Algorithms.
333-340
- Gustavo Romero, Maribel García Arenas, Pedro A. Castillo, Juan J. Merelo Guervós, Antonio Miguel Mora:
Online vs. Offline ANOVA Use on Evolutionary Algorithms.
341-347
- Carlos Cotta, Antonio José Fernández Leiva:
Bio-inspired Combinatorial Optimization: Notes on Reactive and Proactive Interaction.
348-355
Applying Evolutionary Computation and Nature-inspired Algorithms to Formal Methods
- Luis M. Alonso, Pablo Rabanal, Ismael Rodríguez:
A Preliminary General Testing Method Based on Genetic Algorithms.
356-363
- Alvaro Rubio-Largo, Miguel A. Vega-Rodríguez, Juan Antonio Gómez Pulido, Juan Manuel Sánchez-Pérez:
Tackling the Static RWA Problem by Using a Multiobjective Artificial Bee Colony Algorithm.
364-371
- David L. González-Álvarez, Miguel A. Vega-Rodríguez, Juan Antonio Gómez Pulido, Juan Manuel Sánchez-Pérez:
Applying a Multiobjective Gravitational Search Algorithm (MO-GSA) to Discover Motifs.
372-379
- Fernando L. Pelayo, Fernando Cuartero, Diego Cazorla:
Looking for a Cheaper ROSA.
380-387
- Alberto de la Encina, Mercedes Hidalgo-Herrero, Pablo Rabanal, Fernando Rubio:
A Parallel Skeleton for Genetic Algorithms.
388-395
- Karnig Derderian, Mercedes G. Merayo, Robert M. Hierons, Manuel Núñez:
A Case Study on the Use of Genetic Algorithms to Generate Test Cases for Temporal Systems.
396-403
- Carlos Molinero, Manuel Núñez, Robert M. Hierons:
Experimental Comparison of Different Techniques to Generate Adaptive Sequences.
404-411
Recent Advances on Fuzzy Logic and Soft Computing Applications
- Pablo Cordero, Manuel Enciso, Angel Mora, Inmaculada Perez de Guzmán, José Manuel Rodríguez-Jiménez:
An Efficient Algorithm for Reasoning about Fuzzy Functional Dependencies.
412-420
- Pascual Julián Iranzo, Clemente Rubio-Manzano:
A Sound Semantics for a Similarity-Based Logic Programming Language.
421-428
- Pascual Julián, Jesús Medina, Pedro J. Morcillo, Ginés Moreno, Manuel Ojeda-Aciego:
A Static Preprocess for Improving Fuzzy Thresholded Tabulation.
429-436
- Inma P. Cabrera, Pablo Cordero, Manuel Ojeda-Aciego:
Non-deterministic Algebraic Structures for Soft Computing.
437-444
- Pedro J. Morcillo, Ginés Moreno, Jaime Penabad, Carlos Vázquez:
Fuzzy Computed Answers Collecting Proof Information.
445-452
- Ma Eugenia Cornejo, Jesús Medina, Eloisa Ramírez:
Implication Triples versus Adjoint Triples.
453-460
- Gonzalo A. Aranda-Corral, Joaquín Borrego-Díaz, Juan Galán Páez:
Confidence-Based Reasoning with Local Temporal Formal Contexts.
461-468
New Advances in Theory and Applications of ICA-Based Algorithms
- Addisson Salazar, Gonzalo Safont, Luis Vergara:
Application of Independent Component Analysis for Evaluation of Ashlar Masonry Walls.
469-476
- Rubén Martín-Clemente, Susana Hornillo-Mellado, José Luis Camargo-Olivares:
Fast Independent Component Analysis Using a New Property.
477-483
- Jorge Igual, Jehad I. Ababneh, Raul Llinares, Carmen Igual:
Using Particle Swarm Optimization for Minimizing Mutual Information in Independent Component Analysis.
484-491
- Rafal Zdunek:
Regularized Active Set Least Squares Algorithm for Nonnegative Matrix Factorization in Application to Raman Spectra Separation.
492-499
- Tiago M. Fernández-Caramés, Adriana Dapena, José Antonio García-Naya, Miguel González-López:
A Decision-Aided Strategy for Enhancing Transmissions in Wireless OSTBC-Based Systems.
500-507
- Gonzalo Safont, Addisson Salazar, Luis Vergara:
Nonlinear Prediction Based on Independent Component Analysis Mixture Modelling.
508-515
Biological and Bio-inspired Dynamical Systems
- Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández:
Robustness of the "Hopfield Estimator" for Identification of Dynamical Systems.
516-523
- Héctor de Arazoza, Rachid Lounes, Andrés Sánchez Pérez, Jorge Barrios, Ying-Hen Hsieh:
Modeling Detection of HIV in Cuba.
524-531
- Fernando Herrero-Carrón, Francisco B. Rodríguez, Pablo Varona:
Flexible Entrainment in a Bio-inspired Modular Oscillator for Modular Robot Locomotion.
532-539
- Jorge Barrios, Alain Piétrus, Aymée Marrero, Héctor de Arazoza, Gonzalo Joya Caparrós:
Dengue Model Described by Differential Inclusions.
540-547
- Angel Jiménez-Fernandez, M. Domínguez-Morales, E. Cerezuela-Escudero, Rafael Paz-Vicente, Alejandro Linares-Barranco, G. Jimenez:
Simulating Building Blocks for Spikes Signals Processing.
548-556
- Javier Soto, Juan Manuel Moreno, Joan Cabestany:
Description of a Fault Tolerance System Implemented in a Hardware Architecture with Self-adaptive Capabilities.
557-564
- Daniela Danciu, Vladimir Rasvan:
Systems with Slope Restricted Nonlinearities and Neural Networks Dynamics.
565-572
- Daniela Danciu:
Bio-inspired Systems. Several Equilibria. Qualitative Behavior.
573-580
Interactive and Cognitive Environments
International Workshop of Intelligent Systems for Context-Based Information Fusion (ISCIF.11)
- Tomasz Grzejszczak, Adam Galuszka:
On Planning in Multi-agent Environment: Algorithm of Scene Reasoning from Incomplete Information.
613-620
- Jesús García, José M. Molina, Tarunraj Singh, John Crassidis, James Llinas:
Research Opportunities in Contextualized Fusion Systems. The Harbor Surveillance Case.
621-628
- Elena García, Sara Rodríguez, Juan Francisco de Paz, Juan M. Corchado:
Multiagent-Based Middleware for the Agents' Behavior Simulation.
629-636
- José M. Fernández, Rubén Fuentes-Fernández, Juan Pavón:
A Dynamic Context-Aware Architecture for Ambient Intelligence.
637-644
- Alberto Pozo, Jesús García, Miguel A. Patricio, José Manuel Molina:
Group Behavior Recognition in Context-Aware Systems.
645-652
- Enrique Martí, Jesús García, José Manuel Molina:
Context-Awareness at the Service of Sensor Fusion Systems: Inverting the Usual Scheme.
653-660
- Ricardo S. Alonso, Dante I. Tapia, Javier Bajo, Sara Rodríguez:
Improving a Telemonitoring System Based on Heterogeneous Sensor Networks.
661-668
- Carolina Zato, Juan Francisco de Paz, Fernando de la Prieta, Beatriz Martín:
Supporting System for Detecting Pathologies.
669-676
- Shumei Zhang, Paul J. McCullagh, Chris D. Nugent, Huiru Zheng, Norman D. Black:
An Ontological Approach for Context-Aware Reminders in Assisted Living' Behavior Simulation.
677-684
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