Hybrid Artificial Intelligent Systems: 13th International Conference

Hybrid Artificial Intelligent Systems: 13th International Conference, HAIS 2018, Oviedo, Spain, June 20-22, 2018, Proceedings (Lecture Notes in Computer Science)

This volume constitutes the refereed proceedings of the 13th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2018, held in Oviedo, Spain, in June 2018.
The 62 full papers published in this volume were carefully reviewed and selected from 104  submissions. They are organized in the following topical sections: Neurocomputing, fuzzy systems, rough sets, evolutionary algorithms, Agents and

Table of Contents

Chapter 1. A Deep Learning-Based Recommendation System to Enable End User Access to Financial Linked Knowledge
Chapter 2. On the Use of Random Discretization and Dimensionality Reduction in Ensembles for Big Data
Chapter 3. Hybrid Deep Learning Based on GAN for Classifying BSR Noises from Invehicle Sensors
Chapter 4. Inferring User Expertise from Social Tagging in Music Recommender Systems for Streaming Services
Chapter 5. Learning Logical Definitions of n-Ary Relations in Graph Databases
Chapter 6. GAparsimony: An R Package for Searching Parsimonious Models by Combining Hyperparameter Optimization and Feature Selection
Chapter 7. Improving Adaptive Optics Reconstructions with a Deep Learning Approach
Chapter 8. Complexity of Rule Sets in Mining Incomplete Data Using Characteristic Sets and Generalized Maximal Consistent Blocks
Chapter 9. Optimization of the University Transportation by Contraction Hierarchies Method and Clustering Algorithms
Chapter 10. Identification of Patterns in Blogosphere Considering Social Positions of Users and Reciprocity of Relations
Chapter 11. SmartFD: A Real Big Data Application for Electrical Fraud Detection
Chapter 12. Multi-class Imbalanced Data Oversampling for Vertebral Column Pathologies Classification
Chapter 13. A Hybrid Genetic-Bootstrapping Approach to Link Resources in the Web of Data
Chapter 14. Modelling and Forecasting of the 222Rn Radiation Level Time Series at the Canfranc Underground Laboratory
Chapter 15. Sensor Fault Detection and Recovery Methodology for a Geothermal Heat Exchanger
Chapter 16. Distinctive Features of Asymmetric Neural Networks with Gabor Filters
Chapter 17. Tuning CNN Input Layout for IDS with Genetic Algorithms
Chapter 18. Improving the Accuracy of Prediction Applications by Efficient Tuning of Gradient Descent Using Genetic Algorithms
Chapter 19. Mono-modal Medical Image Registration with Coral Reef Optimization
Chapter 20. Evaluating Feature Selection Robustness on High-Dimensional Data
Chapter 21. Generalized Probability Distribution Mixture Model for Clustering
Chapter 22. A Hybrid Approach to Mining Conditions
Chapter 23. A First Attempt on Monotonic Training Set Selection
Chapter 24. Dealing with Missing Data and Uncertainty in the Context of Data Mining
Chapter 25. A Preliminary Study of Diversity in Extreme Learning Machines Ensembles
Chapter 26. Orthogonal Learning Firefly Algorithm
Chapter 27. Multi-label Learning by Hyperparameters Calibration for Treating Class Imbalance
Chapter 28. Drifted Data Stream Clustering Based on ClusTree Algorithm
Chapter 29. Featuring the Attributes in Supervised Machine Learning
Chapter 30. Applying VorEAl for IoT Intrusion Detection
Chapter 31. Evaluation of a Wrist-Based Wearable Fall Detection Method
Chapter 32. EnerVMAS: Virtual Agent Organizations to Optimize Energy Consumption Using Intelligent Temperature Calibration
Chapter 33. Tool Wear Estimation and Visualization Using Image Sensors in Micro Milling Manufacturing
Chapter 34. Compensating Atmospheric Turbulence with Convolutional Neural Networks for Defocused Pupil Image Wave-Front Sensors
Chapter 35. Using Nonlinear Quantile Regression for the Estimation of Software Cost
Chapter 36. A Distributed Drone-Oriented Architecture for In-Flight Object Detection
Chapter 37. 3D Gabor Filters for Chest Segmentation in DCE-MRI
Chapter 38. Fingertips Segmentation of Thermal Images and Its Potential Use in Hand Thermoregulation Analysis
Chapter 39. Listen to This: Music Recommendation Based on One-Class Support Vector Machine
Chapter 40. Improving Forecasting Using Information Fusion in Local Agricultural Markets
Chapter 41. Chord Progressions Selection Based on Song Audio Features
Chapter 42. LearnSec: A Framework for Full Text Analysis
Chapter 43. A Mood Analysis on Youtube Comments and a Method for Improved Social Spam Detection
Chapter 44. An Improved Comfort Biased Smart Home Load Manager for Grid Connected Homes Under Direct Load Control
Chapter 45. Remifentanil Dose Prediction for Patients During General Anesthesia
Chapter 46. Classification of Prostate Cancer Patients and Healthy Individuals by Means of a Hybrid Algorithm Combing SVM and Evolutionary Algorithms
Chapter 47. A Hybrid Deep Learning System of CNN and LRCN to Detect Cyberbullying from SNS Comments
Chapter 48. Taxonomy-Based Detection of User Emotions for Advanced Artificial Intelligent Applications
Chapter 49. Prediction of the Energy Demand of a Hotel Using an Artificial Intelligence-Based Model
Chapter 50. A Hybrid Algorithm for the Prediction of Computer Vision Syndrome in Health Personnel Based on Trees and Evolutionary Algorithms
Chapter 51. An Algorithm Based on Satellite Observations to Quality Control Ground Solar Sensors: Analysis of Spanish Meteorological Networks
Chapter 52. Predicting Global Irradiance Combining Forecasting Models Through Machine Learning
Chapter 53. A Hybrid Algorithm for the Assessment of the Influence of Risk Factors in the Development of Upper Limb Musculoskeletal Disorders
Chapter 54. Evolutionary Computation on Road Safety
Chapter 55. Memetic Modified Cuckoo Search Algorithm with ASSRS for the SSCF Problem in Self-Similar Fractal Image Reconstruction
Chapter 56. A Re-description Based Developmental Approach to the Generation of Value Functions for Cognitive Robots
Chapter 57. A Hybrid Iterated Local Search for Solving a Particular Two-Stage Fixed-Charge Transportation Problem
Chapter 58. Change Detection in Multidimensional Data Streams with Efficient Tensor Subspace Model
Chapter 59. A View of the State of the Art of Dialogue Systems
Chapter 60. An Adaptive Approach for Index Tuning with Learning Classifier Systems on Hybrid Storage Environments
Chapter 61. Electrical Behavior Modeling of Solar Panels Using Extreme Learning Machines
Chapter 62. A Hybrid Clustering Approach for Diagnosing Medical Diseases