Advances in Artificial Intelligence: 17th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2016, Salamanca, Spain, September 14-16, 2016. Proceedings

Front Matter....Pages I-XIX
Front Matter....Pages 1-1
Frame Size Reduction for Foreground Detection in Video Sequences....Pages 3-12
Visual Navigation for UAV with Map References Using ConvNets....Pages 13-22
Vessel Tree Extraction and Depth Estimation with OCT Images....Pages 23-33
Front Matter....Pages 35-35
How to Correctly Evaluate an Automatic Bioacoustics Classification Method....Pages 37-47
Shot Classification and Keyframe Detection for Vision Based Speakers Diarization in Parliamentary Debates....Pages 48-57
Online Multi-label Classification with Adaptive Model Rules....Pages 58-67
Predicting Hardness of Travelling Salesman Problem Instances....Pages 68-78
Learning from Label Proportions via an Iterative Weighting Scheme and Discriminant Analysis....Pages 79-88
WekaBioSimilarity—Extending Weka with Resemblance Measures....Pages 89-98
Age Classification Through the Evaluation of Circadian Rhythms of Wrist Temperature....Pages 99-109
Selection of the Best Base Classifier in One-Versus-One Using Data Complexity Measures....Pages 110-120
Using Data Complexity Measures for Thresholding in Feature Selection Rankers....Pages 121-131
Front Matter....Pages 133-133
Using CVI for Understanding Class Topology in Unsupervised Scenarios....Pages 135-149
Automated Spark Clusters Deployment for Big Data with Standalone Applications Integration....Pages 150-159
An Approach to Silhouette and Dunn Clustering Indices Applied to Big Data in Spark....Pages 160-169
Front Matter....Pages 171-171
Positioning of Geometric Formations in Swarm Robotics....Pages 173-182
ABT with Clause Learning for Distributed SAT....Pages 183-193
Modeling Malware Propagation in Wireless Sensor Networks with Individual-Based Models....Pages 194-203
Front Matter....Pages 205-205
Tree-Structured Bayesian Networks for Wrapped Cauchy Directional Distributions....Pages 207-216
Enriched Semantic Graphs for Extractive Text Summarization....Pages 217-226
Front Matter....Pages 205-205
Optimization of MLHL-SIM and SIM Algorithm Using OpenMP....Pages 227-236
Incremental Contingency Planning for Recovering from Uncertain Outcomes....Pages 237-247
Front Matter....Pages 249-249
Clinical Decision Support Using Antimicrobial Susceptibility Test Results....Pages 251-260
Proposal of a Big Data Platform for Intelligent Antibiotic Surveillance in a Hospital....Pages 261-270
Predictive Analysis Tool for Energy Distribution Networks....Pages 271-279
Quantifying Potential Benefits of Horizontal Cooperation in Urban Transportation Under Uncertainty: A Simheuristic Approach....Pages 280-289
Short-Term Traffic Congestion Forecasting Using Hybrid Metaheuristics and Rule-Based Methods: A Comparative Study....Pages 290-299
Multiclass Prediction of Wind Power Ramp Events Combining Reservoir Computing and Support Vector Machines....Pages 300-309
Genetic Fuzzy Modelling of Li-Ion Batteries Through a Combination of Theta-DEA and Knowledge-Based Preference Ordering....Pages 310-320
Using Evolutionary Algorithms to Find the Melody of a Musical Piece....Pages 321-330
Optimizing Airline Crew Scheduling Using Biased Randomization: A Case Study....Pages 331-340
Estimating the Spanish Energy Demand Using Variable Neighborhood Search....Pages 341-350
Front Matter....Pages 351-351
Evolutionary Image Registration in Craniofacial Superimposition: Modeling and Incorporating Expert Knowledge....Pages 353-362
Studying the Influence of Static API Calls for Hiding Malware....Pages 363-372
Feature Selection with a Grouping Genetic Algorithm – Extreme Learning Machine Approach for Wind Power Prediction....Pages 373-382
Genetic Algorithms Running into Portable Devices: A First Approach....Pages 383-393
Front Matter....Pages 395-395
GRASP for Minimizing the Ergonomic Risk Range in Mixed-Model Assembly Lines....Pages 397-407
A Simheuristic for the Heterogeneous Site-Dependent Asymmetric VRP with Stochastic Demands....Pages 408-417
On the Use of the Beta Distribution for a Hybrid Time Series Segmentation Algorithm....Pages 418-427
A Heuristic-Biased GRASP for the Team Orienteering Problem....Pages 428-437
Front Matter....Pages 439-439
A Note on the Boltzmann Distribution and the Linear Ordering Problem....Pages 441-446
A Binary Fisherman Search Procedure for the 0/1 Knapsack Problem....Pages 447-457
Estimating Attraction Basin Sizes....Pages 458-467
Multi-objective Memetic Algorithm Based on NSGA-II and Simulated Annealing for Calibrating CORSIM Micro-Simulation Models of Vehicular Traffic Flow....Pages 468-476
Front Matter....Pages 477-477
Fuzzy Soft Set Decision Making Algorithms: Some Clarifications and Reinterpretations....Pages 479-488
Some New Measures of k-Specificity....Pages 489-497
On a Three-Valued Logic to Reason with Prototypes and Counterexamples and a Similarity-Based Generalization....Pages 498-508
Back Matter....Pages 509-510