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

Front Matter....Pages -
It’s as Easy as ABC....Pages 1-16
Extreme Learning Machine: A Robust Modeling Technique? Yes!....Pages 17-35
A Novel Framework to Design Fuzzy Rule-Based Ensembles Using Diversity Induction and Evolutionary Algorithms-Based Classifier Selection and Fusion....Pages 36-58
Using Nonlinear Dimensionality Reduction to Visualize Classifiers....Pages 59-68
Which Dissimilarity Is to Be Used When Extracting Typologies in Sequence Analysis? A Comparative Study....Pages 69-79
Implementation of the C-Mantec Neural Network Constructive Algorithm in an Arduino Uno Microcontroller....Pages 80-87
A Constructive Neural Network to Predict Pitting Corrosion Status of Stainless Steel....Pages 88-95
Robust Sensor and Actuator Fault Diagnosis with GMDH Neural Networks....Pages 96-105
Diffusion Methods for Wind Power Ramp Detection....Pages 106-113
Computational Study Based on Supervised Neural Architectures for Fluorescence Detection of Fungicides....Pages 114-123
Study of Alternative Strategies to Selection of Peer in P2P Wireless Mesh Networks....Pages 124-132
A Cloud-Based Neural Network Simulation Environment....Pages 133-143
Performance Evaluation over Indoor Channels of an Unsupervised Decision-Aided Method for OSTBC Systems....Pages 144-151
A Decision-Making Model for Environmental Behavior in Agent-Based Modeling....Pages 152-160
Version of the New SHA Standard Applied to Manage Certificate Revocation in VANETs....Pages 161-168
System Identification of High Impact Resistant Structures....Pages 169-178
Spikes Monitors for FPGAs, an Experimental Comparative Study....Pages 179-188
On Second Language Tutoring through Womb Grammars....Pages 189-197
Simulated Annealing for Real-Time Vertical-Handoff in Wireless Networks....Pages 198-209
A Fuzzy Tabu Search Approach to Solve a Vehicle Routing Problem....Pages 210-217
Improved Particle Swarm Optimization Method in Inverse Design Problems....Pages 218-231
Solving the Unknown Complexity Formula Problem with Genetic Programming....Pages 232-240
Three Alternatives for Parallel GPU-Based Implementations of High Performance Particle Swarm Optimization....Pages 241-252
A Particle-Swarm-Optimized Fuzzy Classifier Used for Investment Decision Support....Pages 253-261
Ant Colony Optimization Inspired Algorithm for 3D Object Segmentation....Pages 262-269
Kernelizing the Proportional Odds Model through the Empirical Kernel Mapping....Pages 270-279
Parallel Support Vector Data Description....Pages 280-290
Antinoise Texture Retrieval Based on PCNN and One-Class SVM....Pages 291-298
A FPGA Spike-Based Robot Controlled with Neuro-inspired VITE....Pages 299-308
A Cognitive Approach for Robots’ Autonomous Learning....Pages 309-320
Self-Organizing Incremental Neural Network (SOINN) as a Mechanism for Motor Babbling and Sensory-Motor Learning in Developmental Robotics....Pages 321-330
Alternative OVA Proposals for Cooperative Competitive RBFN Design in Classification Tasks....Pages 331-338
Committee C-Mantec: A Probabilistic Constructive Neural Network....Pages 339-346
Secure Semi-supervised Vector Quantization for Dissimilarity Data....Pages 347-356
Border-Sensitive Learning in Kernelized Learning Vector Quantization....Pages 357-366
Smoothed Emphasis for Boosting Ensembles....Pages 367-375
F-Measure as the Error Function to Train Neural Networks....Pages 376-384
Isomorphisms of Fuzzy Sets and Cut Systems....Pages 385-392
Hierarchical Modified Regularized Least Squares Fuzzy Support Vector Regression through Multiscale Approach....Pages 393-407
Minimal Learning Machine: A New Distance-Based Method for Supervised Learning....Pages 408-416
Extending Extreme Learning Machine with Combination Layer....Pages 417-426
Texture Classification Using Kernel-Based Techniques....Pages 427-434
A Genetic Algorithms-Based Approach for Optimizing Similarity Aggregation in Ontology Matching....Pages 435-444
Automatic Fish Segmentation on Vertical Slot Fishways Using SOM Neural Networks....Pages 445-452
Clustering of Gene Expression Profiles Applied to Marine Research....Pages 453-462
Genetic Programming to Improvement FIB Model....Pages 463-470
Rainfall Forecasting Based on Ensemble Empirical Mode Decomposition and Neural Networks....Pages 471-480
Self-regulating Neurons in the Sensorimotor Loop....Pages 481-491
Comparison of Two Memristor Based Neural Network Learning Schemes for Crossbar Architecture....Pages 492-499
Geometrical Complexity of Data Approximators....Pages 500-509
Self-Organization Process in Large Spiking Neural Networks Leading to Formation of Working Memory Mechanism....Pages 510-517
Self-organized Learning by Self-Enforcing Networks....Pages 518-529
Network Anomaly Detection with Bayesian Self-Organizing Maps....Pages 530-537
A Novel Neural Network Parallel Adder....Pages 538-546
Improved Swap Heuristic for the Multiple Knapsack Problem....Pages 547-555
Maximum Margin Clustering for State Decomposition of Metastable Systems....Pages 556-565
Hybrid Approach for 2D Strip Packing Problem Using Genetic Algorithm....Pages 566-574
Sea Clutter Neural Network Classifier: Feature Selection and MLP Design....Pages 575-583
SONN and MLP Based Solutions for Detecting Fluctuating Targets with Unknown Doppler Shift in Gaussian Interference....Pages 584-591
An Ensemble of Computational Intelligence Models for Software Maintenance Effort Prediction....Pages 592-603
Sleep Stage Classification Using Advanced Intelligent Methods....Pages 604-612
An n -Spheres Based Synthetic Data Generator for Supervised Classification....Pages 613-621
Improving the Classification Performance of Optimal Linear Associative Memory in the Presence of Outliers....Pages 622-632
SMBSRP: A Search Mechanism Based on Interest Similarity, Query Relevance and Distance Prediction....Pages 633-646
An Unfolding-Based Preprocess for Reinforcing Thresholds in Fuzzy Tabulation....Pages 647-655
Erratum: SONN and MLP Based Solutions for Detecting Fluctuating Targets with Unknown Doppler Shift in Gaussian Interference....Pages E1-E1
Back Matter....Pages -