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

Front Matter....Pages I-XXV
Front Matter....Pages 1-1
A Grammatical Inference Model for Measuring Language Complexity....Pages 3-17
A Proposal for Contextual Grammatical Inference....Pages 18-28
How to Search Optimal Solutions in Big Spaces with Networks of Bio-Inspired Processors....Pages 29-39
Distributed Simulation of NEPs Based On-Demand Cloud Elastic Computation....Pages 40-54
How Nets of Evolutionary Processors (NEPs) Could be Simulated in a Distributed Way....Pages 55-68
Front Matter....Pages 69-69
A Comparison of SSVEP-Based BCI-Performance Between Different Age Groups....Pages 71-77
Training in Realistic Virtual Environments: Impact on User Performance in a Motor Imagery-Based Brain–Computer Interface....Pages 78-88
Real-Time Monitoring of Biomedical Signals to Improve Road Safety....Pages 89-97
Brain-Computer Interface: Usability Evaluation of Different P300 Speller Configurations: A Preliminary Study....Pages 98-109
Accessing Tele-Services Using a Hybrid BCI Approach....Pages 110-123
Authentication of Brain-Computer Interface Users in Network Applications....Pages 124-132
A Label-Aided Filter Method for Multi-objective Feature Selection in EEG Classification for BCI....Pages 133-144
Front Matter....Pages 145-145
A First Step Toward a Possibilistic Swarm Multi-robot Task Allocation....Pages 147-158
A Bottom-up Robot Architecture Based on Learnt Behaviors Driven Design....Pages 159-170
From Human Eye Fixation to Human-like Autonomous Artificial Vision....Pages 171-184
Towards a Shared Control Navigation Function: Efficiency Based Command Modulation....Pages 185-198
AMiRo: A Mini Robot for Scientific Applications....Pages 199-205
Front Matter....Pages 207-207
Visualization of Complex Datasets with the Self-Organizing Spanning Tree....Pages 209-217
A Detection System for Vertical Slot Fishways Using Laser Technology and Computer Vision Techniques....Pages 218-226
Interactive Relevance Visual Learning for Image Retrieval....Pages 227-240
Front Matter....Pages 207-207
Scene Classification Based on Local Binary Pattern and Improved Bag of Visual Words....Pages 241-251
An Experimental Comparison for the Identification of Weeds in Sunflower Crops via Unmanned Aerial Vehicles and Object-Based Analysis....Pages 252-262
A Novel Framework for Hyperemia Grading Based on Artificial Neural Networks....Pages 263-275
Applying a Genetic Algorithm Solution to Improve Compression of Wavelet Coefficient Sign....Pages 276-286
Finding the Texture Features Characterizing the Most Homogeneous Texture Segment in the Image....Pages 287-300
Robust Tracking for Augmented Reality....Pages 301-308
Bio-inspired Motion Estimation with Event-Driven Sensors....Pages 309-321
Front Matter....Pages 323-323
Domain Generalization Based on Transfer Component Analysis....Pages 325-334
Deep Transfer Learning Ensemble for Classification....Pages 335-348
Development of a Power Output Forecasting Tool for Wind Farms Based in Principal Components and Artificial Neural Networks....Pages 349-360
Transfer Learning for the Recognition of Immunogold Particles in TEM Imaging....Pages 361-373
Front Matter....Pages 374-384
BSO-FS: Bee Swarm Optimization for Feature Selection in Classification....Pages 385-385
Improved Retrieval for Challenging Scenarios in Clique-Based Neural Networks....Pages 387-399
On Structures with Emergent Computing Properties. A Connectionist versus Control Engineering Approach....Pages 400-414
Deep Neural Networks for Wind Energy Prediction....Pages 415-429
Ensemble of Classifiers for Length of Stay Prediction in Colorectal Cancer....Pages 430-443
Front Matter....Pages 444-457
Convolutional Neural Networks for Detecting and Mapping Crowds in First Person Vision Applications....Pages 459-459
E-COmate: What’s Your Non-consumption?....Pages 461-474
Front Matter....Pages 475-485
Extended Bag of Visual Words for Face Detection....Pages 486-499
Improving Multi-adjoint Logic Programs by Unfolding Fuzzy Connective Definitions....Pages 501-501
A Mixed Fuzzy Similarity Approach to Detect Plagiarism in Persian Texts....Pages 503-510
A Neural-Network-Based Robust Observer for Simultaneous Unknown Input Decoupling and Fault Estimation....Pages 511-524
Consequences of Structural Differences Between Hierarchical Systems While Fuzzy Inference....Pages 525-534
SIRMs Fuzzy Inference Model with Linear Transformation of Input Variables and Universal Approximation....Pages 535-548
A New Approach of Fuzzy Neural Networks in Monthly Forecast of Water Flow....Pages 549-560
Ordering Relations Over Intuitionistic Fuzzy Quantities....Pages 561-575
Back Matter....Pages 576-586
....Pages 587-596