Advances in Computational Intelligence: 13th International Work-Conference on Artificial Neural Networks, IWANN 2015, Palma de Mallorca, Spain, June 10-12, 2015. Proceedings, Part II

Front Matter....Pages I-XXV
Front Matter....Pages 1-1
Developing Gene Classifier System for Autism Recognition....Pages 3-14
A Distributed Feature Selection Approach Based on a Complexity Measure....Pages 15-28
Ensemble Feature Selection for Rankings of Features....Pages 29-42
A Medical Case-Based Reasoning Approach Using Image Classification and Text Information for Recommendation....Pages 43-55
Non Spontaneous Saccadic Movements Identification in Clinical Electrooculography Using Machine Learning....Pages 56-68
Applying a Hybrid Algorithm to the Segmentation of the Spanish Stock Market Index Time Series....Pages 69-79
Nonlinear Ordinal Logistic Regression Using Covariates Obtained by Radial Basis Function Neural Networks Models....Pages 80-91
Energy Flux Range Classification by Using a Dynamic Window Autoregressive Model....Pages 92-102
Automatic Eye Blink Detection Using Consumer Web Cameras....Pages 103-114
Insights on the Use of Convolutional Neural Networks for Document Image Binarization....Pages 115-126
A Genetic Algorithms-Based LSSVM Classifier for Fixed-Size Set of Support Vectors....Pages 127-141
Ensemble of Minimal Learning Machines for Pattern Classification....Pages 142-152
Extreme Learning Machines for Multiclass Classification: Refining Predictions with Gaussian Mixture Models....Pages 153-164
Modeling the EUR/USD Index Using LS-SVM and Performing Variable Selection....Pages 165-172
Front Matter....Pages 173-173
Modeling Retina Adaptation with Multiobjective Parameter Fitting....Pages 175-184
Stochastic-Based Implementation of Reservoir Computers....Pages 185-196
FPGA Implementation Comparison Between C-Mantec and Back-Propagation Neural Network Algorithms....Pages 197-208
Front Matter....Pages 209-209
Logic Programming and Artificial Neural Networks in Breast Cancer Detection....Pages 211-224
An ANFIS-Based Fault Classification Approach in Double-Circuit Transmission Line Using Current Samples....Pages 225-236
Evolutionary Hybrid Configuration Applied to a Polymerization Process Modelling....Pages 237-249
Front Matter....Pages 209-209
Multi-layer Perceptrons for Voxel-Based Classification of Point Clouds from Natural Environments....Pages 250-261
An Improved RBF Neural Network Approach to Nonlinear Curve Fitting....Pages 262-275
QSVM: A Support Vector Machine for Rule Extraction....Pages 276-289
Multiwindow Fusion for Wearable Activity Recognition....Pages 290-297
Ontological Sensor Selection for Wearable Activity Recognition....Pages 298-306
Short-Term Spanish Aggregated Solar Energy Forecast....Pages 307-319
Intelligent Presentation Skills Trainer Analyses Body Movement....Pages 320-332
Performing Variable Selection by Multiobjective Criterion: An Application to Mobile Payment....Pages 333-340
Front Matter....Pages 341-341
Aggregation of Partial Rankings - An Approach Based on the Kemeny Ranking Problem....Pages 343-355
Existence and Synthesis of Complex Hopfield Type Associative Memories....Pages 356-369
On Acceleration of Incremental Learning in Chaotic Neural Network....Pages 370-379
Comparing Optimization Methods, in Continuous Space, for Modelling with a Diffusion Process....Pages 380-390
Estimating Artificial Neural Networks with Generalized Method Moments....Pages 391-399
An Hybrid Ensemble Method Based on Data Clustering and Weak Learners Reliabilities Estimated Through Neural Networks....Pages 400-411
Conventional Prediction vs Beyond Data Range Prediction of Loss Coefficient for Quarter Circle Breakwater Using ANFIS....Pages 412-421
Performance Evaluation of Least Squares SVR in Robust Dynamical System Identification....Pages 422-435
On the Generalization of the Uninorm Morphological Gradient....Pages 436-449
Revisiting Image Vignetting Correction by Constrained Minimization of Log-Intensity Entropy....Pages 450-463
Hybrid Dynamic Learning Systems for Regression....Pages 464-476
A Novel Algorithm to Train Multilayer Hardlimit Neural Networks Based on a Mixed Integer Linear Program Model....Pages 477-487
Front Matter....Pages 341-341
On Member Labelling in Social Networks....Pages 488-499
Front Matter....Pages 501-501
Deconvolution of X-ray Diffraction Profiles Using Genetic Algorithms and Differential Evolution....Pages 503-514
Using ANN in Financial Markets Micro-Structure Analysis....Pages 515-523
Cluster Analysis of Finger-to-nose Test for Spinocerebellar Ataxia Assessment....Pages 524-535
Exploiting Neuro-Fuzzy System for Mobility Prediction in Wireless Ad-Hoc Networks....Pages 536-548
A New Method for an Optimal SOM Size Determination in Neuro-Fuzzy for the Digital Forensics Applications....Pages 549-563
SVRs and Uncertainty Estimates in Wind Energy Prediction....Pages 564-577
Search for Meaning Through the Study of Co-occurrences in Texts....Pages 578-591
Evaluation of Fitting Functions for the Saccade Velocity Profile in Electrooculographic Records....Pages 592-600
esCam: A Mobile Application to Capture and Enhance Text Images....Pages 601-604
Computer Access and Alternative and Augmentative Communication (AAC) for People with Disabilities: a Multi-Modal Hardware and Software Solution....Pages 605-610
Front Matter....Pages 611-611
The Shared Control Paradigm for Assistive and Rehabilitation Robots....Pages 613-616
Back Matter....Pages 617-620