Advances in Computational Intelligence: 14th International Work-Conference on Artificial Neural Networks, IWANN 2017, Cadiz, Spain, June 14-16, 2017, Proceedings, Part II

Front Matter....Pages I-XXIX
Front Matter....Pages 1-1
Prediction of Protein Oxidation Sites....Pages 3-14
Neuronal Texture Analysis in Murine Model of Down’s Syndrome....Pages 15-25
Architecture for Neurological Coordination Tests Implementation....Pages 26-37
Adaptation of Deep Convolutional Neural Networks for Cancer Grading from Histopathological Images....Pages 38-49
Deep Learning to Analyze RNA-Seq Gene Expression Data....Pages 50-59
Front Matter....Pages 61-61
Designing BENECA m-Health APP, A Mobile Health Application to Monitor Diet and Physical Activity in Cancer Survivors....Pages 63-70
Automatic 2D Motion Capture System for Joint Angle Measurement....Pages 71-81
Mobile Application for Executing Therapies with Robots....Pages 82-92
Front Matter....Pages 93-93
Automated EEG Signals Analysis Using Quantile Graphs....Pages 95-103
Hybrid Models for Short-Term Load Forecasting Using Clustering and Time Series....Pages 104-115
Multi-resolution Time Series Discord Discovery....Pages 116-128
A Pliant Arithmetic-Based Fuzzy Time Series Model....Pages 129-141
Robust Clustering for Time Series Using Spectral Densities and Functional Data Analysis....Pages 142-153
Introducing a Fuzzy-Pattern Operator in Fuzzy Time Series....Pages 154-164
Scalable Forecasting Techniques Applied to Big Electricity Time Series....Pages 165-175
Forecasting Financial Time Series with Multiple Kernel Learning....Pages 176-187
Spatial-Temporal Analysis for Noise Reduction in NDVI Time Series....Pages 188-197
Hidden-Markov Models for Time Series of Continuous Proportions with Excess Zeros....Pages 198-209
Forecasting Univariate Time Series by Input Transformation and Selection of the Suitable Model....Pages 210-221
Front Matter....Pages 223-223
Vehicle Classification in Traffic Environments Using the Growing Neural Gas....Pages 225-234
Front Matter....Pages 223-223
Recognizing Pedestrian Direction Using Convolutional Neural Networks....Pages 235-245
XRAY Algorithm for Separable Nonnegative Tensor Factorization....Pages 246-256
Automatic Learning of Gait Signatures for People Identification....Pages 257-270
Comprehensive Evaluation of OpenCL-Based CNN Implementations for FPGAs....Pages 271-282
Machine Learning Improves Human-Robot Interaction in Productive Environments: A Review....Pages 283-293
Machine Learning Methods from Group to Crowd Behaviour Analysis....Pages 294-305
Unsupervised Color Quantization with the Growing Neural Forest....Pages 306-316
3D Body Registration from RGB-D Data with Unconstrained Movements and Single Sensor....Pages 317-329
Front Matter....Pages 331-331
Posture Transitions Identification Based on a Triaxial Accelerometer and a Barometer Sensor....Pages 333-343
Deep Learning for Detecting Freezing of Gait Episodes in Parkinson’s Disease Based on Accelerometers....Pages 344-355
Presenting a Real-Time Activity-Based Bidirectional Framework for Improving Social Connectedness....Pages 356-367
Front Matter....Pages 369-369
Using Ants to Fight Wildfire....Pages 371-380
Using Evolutionary Computation to Improve Mutation Testing....Pages 381-391
Towards Deterministic and Stochastic Computations with the Izhikevich Spiking-Neuron Model....Pages 392-402
A Formal Framework to Specify and Test Systems with Fuzzy-Time Information....Pages 403-414
Intelligent Transportation System to Control Air Pollution in Cities Using Complex Event Processing and Colored Petri Nets....Pages 415-426
Heuristics for ROSA’s LTS Searching....Pages 427-437
Front Matter....Pages 439-439
Suitable Number of Visual Stimuli for SSVEP-Based BCI Spelling Applications....Pages 441-452
A Binary Bees Algorithm for P300-Based Brain-Computer Interfaces Channel Selection....Pages 453-463
A Comparison of a Brain-Computer Interface and an Eye Tracker: Is There a More Appropriate Technology for Controlling a Virtual Keyboard in an ALS Patient?....Pages 464-473
Front Matter....Pages 439-439
SSVEP-Based BCI in a Smart Home Scenario....Pages 474-485
How to Reduce Classification Error in ERP-Based BCI: Maximum Relative Areas as a Feature for P300 Detection....Pages 486-497
Front Matter....Pages 499-499
Deep Fisher Discriminant Analysis....Pages 501-512
An Iterated Greedy Algorithm for Improving the Generation of Synthetic Patterns in Imbalanced Learning....Pages 513-524
Fine-to-Coarse Ranking in Ordinal and Imbalanced Domains: An Application to Liver Transplantation....Pages 525-537
Combining Ranking with Traditional Methods for Ordinal Class Imbalance....Pages 538-548
Constraining Type II Error: Building Intentionally Biased Classifiers....Pages 549-560
Front Matter....Pages 561-561
Pedestrian Detection for UAVs Using Cascade Classifiers and Saliency Maps....Pages 563-574
Obstacle Avoidance for Flight Safety on Unmanned Aerial Vehicles....Pages 575-584
RRT* GL Based Optimal Path Planning for Real-Time Navigation of UAVs....Pages 585-595
Visual SLAM with a RGB-D Camera on a Quadrotor UAV Using on-Board Processing....Pages 596-606
Front Matter....Pages 607-607
An End-User Interface to Generate Homeostatic Behavior for NAO Robot in Robot-Assisted Social Therapies....Pages 609-619
Graphical Programming Interface for Enabling Non-technical Professionals to Program Robots and Internet-of-Things Devices....Pages 620-631
Biomimetic Navigation Using CBR....Pages 632-643
A Pseudo-3D Vision-Based Dual Approach for Machine-Awareness in Indoor Environment Combining Multi-resolution Visual Information....Pages 644-654
Front Matter....Pages 655-655
Analysis of the Protocols Used to Assess Virtual Players in Multi-player Computer Games....Pages 657-668
Optimising Humanness: Designing the Best Human-Like Bot for Unreal Tournament 2004....Pages 669-680
Combining Neural Networks for Controlling Non-player Characters in Games....Pages 681-693
Front Matter....Pages 694-705
A Classification System to Assess Low Back Muscle Endurance and Activity Using mHealth Technologies....Pages 707-707
Front Matter....Pages 709-721
Probabilistic Leverage Scores for Parallelized Unsupervised Feature Selection....Pages 707-707
General Noise SVRs and Uncertainty Intervals....Pages 722-733
Towards Visual Training Set Generation Framework....Pages 734-746
Back Matter....Pages 747-758
....Pages 759-763