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ORCIDIWANN 2013: Puerto de la Cruz, Tenerife, Spain
- Ignacio Rojas, Gonzalo Joya Caparrós
, Joan Cabestany:
Advances in Computational Intelligence - 12th International Work-Conference on Artificial Neural Networks, IWANN 2013, Puerto de la Cruz, Tenerife, Spain, June 12-14, 2013, Proceedings, Part I. Lecture Notes in Computer Science 7902, Springer 2013, ISBN 978-3-642-38678-7
Invited Talks to IWANN 2013
- John N. A. Brown:
It's as Easy as ABC - Introducing Anthropology-Based Computing. 1-16 - Amaury Lendasse, Anton Akusok, Olli Simula, Francesco Corona, Mark van Heeswijk, Emil Eirola, Yoan Miche:
Extreme Learning Machine: A Robust Modeling Technique? Yes! 17-35 - Oscar Cordón, Krzysztof Trawinski:
A Novel Framework to Design Fuzzy Rule-Based Ensembles Using Diversity Induction and Evolutionary Algorithms-Based Classifier Selection and Fusion. 36-58
Applications of Computational Intelligence
- Alexander Schulz, Andrej Gisbrecht, Barbara Hammer:
Using Nonlinear Dimensionality Reduction to Visualize Classifiers. 59-68 - Sébastien Massoni, Madalina Olteanu, Nathalie Villa-Vialaneix:
Which Dissimilarity Is to Be Used When Extracting Typologies in Sequence Analysis? A Comparative Study. 69-79 - Francisco Ortega-Zamorano, José Luis Subirats, José M. Jerez, Ignacio Molina, Leonardo Franco:
Implementation of the C-Mantec Neural Network Constructive Algorithm in an Arduino Uno Microcontroller. 80-87 - Daniel Urda, Rafael Marcos Luque, María Jesús Jiménez-Come, Ignacio Turias Domínguez, Leonardo Franco, José Manuel Jerez:
A Constructive Neural Network to Predict Pitting Corrosion Status of Stainless Steel. 88-95 - Marcin Witczak, Marcin Mrugalski, Józef Korbicz:
Robust Sensor and Actuator Fault Diagnosis with GMDH Neural Networks. 96-105 - Ángela Fernández, Carlos M. Alaíz, Ana M. González, Julia Díaz García, José R. Dorronsoro:
Diffusion Methods for Wind Power Ramp Detection. 106-113 - Yeray Álvarez Romero, Patricio García Báez, Carmen Paz Suárez Araujo:
Computational Study Based on Supervised Neural Architectures for Fluorescence Detection of Fungicides. 114-123 - Lissette Valdés, Alfonso Ariza, Sira M. Allende, Rubén Parada, Gonzalo Joya:
Study of Alternative Strategies to Selection of Peer in P2P Wireless Mesh Networks. 124-132 - Erich Schikuta, Erwin Mann:
A Cloud-Based Neural Network Simulation Environment. 133-143 - Paula Maria Castro, Ismael Rozas-Ramallal, José Antonio García-Naya, Adriana Dapena:
Performance Evaluation over Indoor Channels of an Unsupervised Decision-Aided Method for OSTBC Systems. 144-151 - Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Oscar Fontenla-Romero, Miguel Rodríguez-García, Gary Polhill, Tony Craig:
A Decision-Making Model for Environmental Behavior in Agent-Based Modeling. 152-160 - Francisco Martín-Fernández, Pino Caballero-Gil:
Version of the New SHA Standard Applied to Manage Certificate Revocation in VANETs. 161-168 - Yeesock Kim, Kemel Sarp Arsava, Tahar El-Korchi:
System Identification of High Impact Resistant Structures. 169-178 - Elena Cerezuela-Escudero, Manuel Jesus Domínguez-Morales, Angel Jiménez-Fernandez, Rafael Paz-Vicente, Alejandro Linares-Barranco, Gabriel Jiménez-Moreno:
Spikes Monitors for FPGAs, an Experimental Comparative Study. 179-188 - Leonor Becerra-Bonache, Verónica Dahl, J. Emilio Miralles:
On Second Language Tutoring through Womb Grammars. 189-197
Hybrid Intelligent Systems
- María D. Jaraíz-Simón, Juan Antonio Gómez Pulido, Miguel A. Vega-Rodríguez, Juan Manuel Sánchez-Pérez:
Simulated Annealing for Real-Time Vertical-Handoff in Wireless Networks. 198-209 - Kaj-Mikael Björk, József Mezei:
A Fuzzy Tabu Search Approach to Solve a Vehicle Routing Problem. 210-217 - Y. Volkan Pehlivanoglu:
Improved Particle Swarm Optimization Method in Inverse Design Problems. 218-231 - Rayco Batista, Eduardo Segredo, Carlos Segura, Coromoto León, Casiano Rodríguez:
Solving the Unknown Complexity Formula Problem with Genetic Programming. 232-240 - Rogério De Moraes Calazan, Nadia Nedjah, Luiza de Macedo Mourelle:
Three Alternatives for Parallel GPU-Based Implementations of High Performance Particle Swarm Optimization. 241-252 - Lars Krüger, Matthias Walter:
A Particle-Swarm-Optimized Fuzzy Classifier Used for Investment Decision Support. 253-261 - Rafael Arnay, Leopoldo Acosta:
Ant Colony Optimization Inspired Algorithm for 3D Object Segmentation. 262-269
Kernel Methods and SVM
- María Pérez-Ortiz, Pedro Antonio Gutiérrez, Manuel Cruz-Ramírez, Javier Sánchez-Monedero, César Hervás-Martínez:
Kernelizing the Proportional Odds Model through the Empirical Kernel Mapping. 270-279 - Phuoc Nguyen, Dat Tran, Xu Huang, Wanli Ma:
Parallel Support Vector Data Description. 280-290 - Le Tian, Yide Ma, Li Liu, Kun Zhan:
Antinoise Texture Retrieval Based on PCNN and One-Class SVM. 291-298
Learning and Adaptation
- Fernando Perez-Peña, Arturo Morgado Estevez, Alejandro Linares-Barranco, Angel Jiménez-Fernandez, Juan López Coronado, José Luis Muñoz-Lozano:
A FPGA Spike-Based Robot Controlled with Neuro-inspired VITE. 299-308 - Dominik Maximilián Ramík, Kurosh Madani, Christophe Sabourin:
A Cognitive Approach for Robots' Autonomous Learning. 309-320 - Tarek Najjar, Osamu Hasegawa:
Self-Organizing Incremental Neural Network (SOINN) as a Mechanism for Motor Babbling and Sensory-Motor Learning in Developmental Robotics. 321-330 - Francisco Charte Ojeda, Antonio Jesús Rivera Rivas, María Dolores Pérez-Godoy, María José del Jesus:
Alternative OVA Proposals for Cooperative Competitive RBFN Design in Classification Tasks. 331-338 - José Luis Subirats, Rafael Marcos Luque Baena, Daniel Urda, Francisco Ortega-Zamorano, José Manuel Jerez, Leonardo Franco:
Committee C-Mantec: A Probabilistic Constructive Neural Network. 339-346
Mathematical and Theorical Methods in Computational Intelligence
- Xibin Zhu, Frank-Michael Schleif, Barbara Hammer:
Secure Semi-supervised Vector Quantization for Dissimilarity Data. 347-356 - Marika Kästner, Martin Riedel, Marc Strickert, Wieland Hermann, Thomas Villmann:
Border-Sensitive Learning in Kernelized Learning Vector Quantization. 357-366 - Anas Ahachad, Adil Omari, Aníbal R. Figueiras-Vidal:
Smoothed Emphasis for Boosting Ensembles. 367-375 - Joan Pastor-Pellicer, Francisco Zamora-Martínez, Salvador España Boquera, María José Castro Bleda:
F-Measure as the Error Function to Train Neural Networks. 376-384 - Jirí Mockor:
Isomorphisms of Fuzzy Sets and Cut Systems. 385-392 - Arindam Chaudhuri:
Hierarchical Modified Regularized Least Squares Fuzzy Support Vector Regression through Multiscale Approach. 393-407 - Amauri Holanda de Souza Júnior, Francesco Corona, Yoan Miche, Amaury Lendasse, Guilherme A. Barreto, Olli Simula:
Minimal Learning Machine: A New Distance-Based Method for Supervised Learning. 408-416 - Dusan Sovilj, Amaury Lendasse, Olli Simula:
Extending Extreme Learning Machine with Combination Layer. 417-426
Data Mining with Evolutionary Computation and ANN
- Carlos Fernandez-Lozano, José A. Seoane, Marcos Gestal, Tom R. Gaunt, Colin Campbell:
Texture Classification Using Kernel-Based Techniques. 427-434 - Marcos Martínez Romero, José Manuel Vázquez-Naya, Francisco Javier Nóvoa, Guillermo Vázquez, Javier Pereira:
A Genetic Algorithms-Based Approach for Optimizing Similarity Aggregation in Ontology Matching. 435-444 - Alvaro Rodríguez, Juan R. Rabuñal, María Bermúdez-Edo, Alejandro Pazos:
Automatic Fish Segmentation on Vertical Slot Fishways Using SOM Neural Networks. 445-452 - Vanessa Aguiar-Pulido, Victoria Suárez-Ulloa, Daniel Rivero, José M. Eirín-López, Julián Dorado:
Clustering of Gene Expression Profiles Applied to Marine Research. 453-462 - Juan Luis Pérez, Ismael Vieito, Juan R. Rabuñal, Fernando Martínez Abella:
Genetic Programming to Improvement FIB Model - Bond and Anchorage of Reinforcing Steel in Structural Concrete. 463-470 - Juan Beltrán-Castro, Juliana Valencia-Aguirre, Mauricio Orozco-Alzate, Germán Castellanos-Domínguez, Carlos Manuel Travieso-González:
Rainfall Forecasting Based on Ensemble Empirical Mode Decomposition and Neural Networks. 471-480
Self Organizing Network
- Frank Pasemann:
Self-regulating Neurons in the Sensorimotor Loop. 481-491 - Janusz A. Starzyk, Basawaraj:
Comparison of Two Memristor Based Neural Network Learning Schemes for Crossbar Architecture. 492-499 - Evgeny M. Mirkes, Andrei Yu. Zinovyev, Alexander N. Gorban:
Geometrical Complexity of Data Approximators. 500-509 - Mikhail V. Kiselev:
Self-Organization Process in Large Spiking Neural Networks Leading to Formation of Working Memory Mechanism. 510-517 - Christina Klüver, Jürgen Klüver:
Self-organized Learning by Self-Enforcing Networks. 518-529 - Emiro de la Hoz Franco, Andrés Ortiz García, Julio Ortega Lopera, Eduardo de la Hoz Correa, Alberto Prieto:
Network Anomaly Detection with Bayesian Self-Organizing Maps. 530-537
Advances in Computational Intelligence
- Fangyue Chen, Guangyi Wang, Guanrong Chen, Qinbin He:
A Novel Neural Network Parallel Adder. 538-546 - Yacine Laalaoui:
Improved Swap Heuristic for the Multiple Knapsack Problem. 547-555 - Hao Wu:
Maximum Margin Clustering for State Decomposition of Metastable Systems. 556-565 - Jaya Thomas, Narendra S. Chaudhari:
Hybrid Approach for 2D Strip Packing Problem Using Genetic Algorithm. 566-574 - Jose-Luis Barcena-Humanes, David de la Mata-Moya, María-Pilar Jarabo-Amores, Nerea del-Rey-Maestre, Jaime Martin-de-Nicolas:
Sea Clutter Neural Network Classifier: Feature Selection and MLP Design. 575-583 - David de la Mata-Moya, Pilar Jarabo Amores, Nerea del-Rey-Maestre, Jose-Luis Barcena-Humanes, Jaime Martin-de-Nicolas:
SONN and MLP Based Solutions for Detecting Fluctuating Targets with Unknown Doppler Shift in Gaussian Interference. 584-591 - David de la Mata-Moya, Pilar Jarabo Amores, Nerea del-Rey-Maestre, Jose-Luis Barcena-Humanes, Jaime Martin-de-Nicolas:
Erratum: SONN and MLP Based Solutions for Detecting Fluctuating Targets with Unknown Doppler Shift in Gaussian Interference. - Hamoud Aljamaan, Mahmoud O. Elish, Irfan Ahmad:
An Ensemble of Computational Intelligence Models for Software Maintenance Effort Prediction. 592-603 - José Manuel Sánchez Pascualvaca, Carlos M. Fernandes, Alberto Guillén, Antonio Miguel Mora, Rogerio Largo, Agostinho C. Rosa, Luis Javier Herrera:
Sleep Stage Classification Using Advanced Intelligent Methods. 604-612 - Javier Sánchez-Monedero, Pedro Antonio Gutiérrez, María Pérez-Ortiz, César Hervás-Martínez:
An n-Spheres Based Synthetic Data Generator for Supervised Classification. 613-621 - Ana Luiza Bessa de Paula Barros, Guilherme A. Barreto:
Improving the Classification Performance of Optimal Linear Associative Memory in the Presence of Outliers. 622-632 - Fen Wang, Changsheng Xie, Hong Liang, Xiaotao Huang:
SMBSRP: A Search Mechanism Based on Interest Similarity, Query Relevance and Distance Prediction. 633-646 - Pascual Julián Iranzo, Jesús Medina-Moreno, Pedro J. Morcillo, Ginés Moreno, Manuel Ojeda-Aciego:
An Unfolding-Based Preprocess for Reinforcing Thresholds in Fuzzy Tabulation. 647-655
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