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. Springer 2011 Lecture Notes in Computer Science ISBN 978-3-642-21497-4
Video and Image Processing
- Esteban J. Palomo, Enrique Domínguez, Rafael Marcos Luque, José 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
- Lucía Ramos, Marta Penas, Beatriz Remeseiro, Antonio Mosquera González, Noelia Barreira, Eva 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, Francisco M. Ortuño Guzman: 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
- 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, Gabriel Jiménez: 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
- Xavier Perez-Sala, Cecilio Angulo, Sergio Escalera: Biologically Inspired Path Execution Using SURF Flow in Robot Navigation. 581-588
- Albert Samà, Francisco J. Ruiz, Carlos Pérez-López, Andreu Català: Gait Identification by Using Spectrum Analysis on State Space Reconstruction. 597-604
- Cecilio Angulo, Joan Comas, Diego E. Pardo: Aibo JukeBox - A Robot Dance Interactive Experience. 605-612
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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